From 6851390ea28862e98a5a464cd788508afbbf4e77 Mon Sep 17 00:00:00 2001 From: akhdanre Date: Thu, 15 May 2025 01:15:39 +0700 Subject: [PATCH] feat: adjust on the dataset --- .gitignore | 3 + NER_SRL/accuracy_plot.png | Bin 66452 -> 63803 bytes NER_SRL/adjst_model_lstm.ipynb | 492 +- NER_SRL/loss_plot.png | Bin 55810 -> 55180 bytes NER_SRL/tag2idx_ner.pkl | Bin 268 -> 101 bytes NER_SRL/word2idx.pkl | Bin 16772 -> 16770 bytes dataset/dev_dataset_qg.json | 36157 ++++++++++++- dataset/ner_srl_without_bio.tsv | 6727 ++- dataset/train_dataset_qg.json | 42958 ++++++++++++++++ old/QC/cleaned_qg_dataset.json | 34135 ++++++++++++ old/QC/invalid_qg_dataset.json | 3 + old/QC/qg_train.ipynb | 281 +- old/QC/test_model_qc.py | 38 +- question_generation/data.json | 16715 ++++++ question_generation/data_converted.json | 22707 +++----- .../question_generation_model.ipynb | 1030 +- .../question_prediction_tokenizers.json | 2 +- .../question_prediction_training_history.png | Bin 51525 -> 51151 bytes 18 files changed, 141638 insertions(+), 19610 deletions(-) create mode 100644 dataset/train_dataset_qg.json create mode 100644 old/QC/cleaned_qg_dataset.json create mode 100644 old/QC/invalid_qg_dataset.json diff --git a/.gitignore b/.gitignore index 69da37c..66048fa 100644 --- a/.gitignore +++ b/.gitignore @@ -3,5 +3,8 @@ myenv *keras* **/*keras* + +*h5* +**/*h5* # Abaikan semua file dengan ekstensi .pkl *.pkl diff --git a/NER_SRL/accuracy_plot.png b/NER_SRL/accuracy_plot.png index b0e78cdb141e60cf00b5e2032b373698228383a9..6ddd725a2f2dd99d5759e4fd236ba82a136d1e3f 100644 GIT binary patch literal 63803 zcmeFZg;$he_cjU!3WA`Nw2E{|cNl=ulF};O-KnSu2#6pxgwoxe(gH(wBi-G3_V~WP z@0_#N`PTUdzO_Vfn0cJJ?|tum?d!VsT z-`n!vH?)^NUSVN*Ch_EVfxZ+!gAK--r z-VE!()aIffIXsj!F^(=Nm%T;cJejNZV?4%g^ChWNyj$EZd0+xP*3+90KH{PNDoZXZ zbw&GM|NMrg{Xf4+!+Rt~{6D{7M8oX<^zQ|DPrqP^U9tb~%kdJf{6AlU_J3aTe^%^Y zVEz9GOv26faF%C@J$Y7BHJZW%5KvB-|AK6Mkcd_5i$vltm)(U@SNepoovYI`HID0} 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zW%_eKARcJkF>M&KlFB%Q zZ`J0KkxM}73&v|8*)+~ObQGo60>Z(yXqOzcLRu^%@JYzt#5@gGS z5!wGldkPgage$?2Y-VFihQ;T(JY6mP7$!=2B;IB3y?ghhZ@2sof` zJq(tLXQCs^0=oXe1m#uABZe9{nT=?l<&TgzYN`z2k$0c7oTkd!c2^=qLg+>420!)> z4$k;qwh19?eKhCuBTXU-KFJ>@vdR*GXdCV8>&s0*LokX2q?#f;@JlK2k~!^ZYi1U< zM38?1uY8S^+hH^a*1-&%n2oHg%s-(yq!hMC?rC^VsN^$iflXf18WNOaGIzdr8Bwb|T$41NR73mYy~+lPjLG_8*{_pQ*KLo*63lt>VC?M%k0ODw)&(KhSWqfu;oRE*uJvf%B5yjYpY!{8hM_9-u z|4kqTrEvJiyAfn Total Labels: 12425, O Count: 7261, O Percentage: 58.44%\n", + "NER -> Total Labels: 12425, O Count: 7468, O Percentage: 60.10%\n", "SRL -> Total Labels: 12425, O Count: 4182, O Percentage: 33.66%\n" ] } @@ -135,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 89, "id": "48553e6b", "metadata": {}, "outputs": [], @@ -161,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 90, "id": "096967e8", "metadata": {}, "outputs": [], @@ -182,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 91, "id": "a26893cc", "metadata": {}, "outputs": [], @@ -195,18 +184,18 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 92, "id": "1b4a1c61", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
Model: \"functional_7\"\n",
+       "
Model: \"functional_5\"\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1mModel: \"functional_7\"\u001b[0m\n"
+       "\u001b[1mModel: \"functional_5\"\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -222,29 +211,29 @@
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ embed (Embedding)   │ (None, 34, 64)    │     87,296 │ tokens[0][0]      │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ spatial_dropout1d_7 │ (None, 34, 64)    │          0 │ embed[0][0]       │\n",
+       "│ spatial_dropout1d_5 │ (None, 34, 64)    │          0 │ embed[0][0]       │\n",
        "│ (SpatialDropout1D)  │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ not_equal_7         │ (None, 34)        │          0 │ tokens[0][0]      │\n",
+       "│ not_equal_5         │ (None, 34)        │          0 │ tokens[0][0]      │\n",
        "│ (NotEqual)          │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bidirectional_14    │ (None, 34, 128)   │     66,048 │ spatial_dropout1… │\n",
-       "│ (Bidirectional)     │                   │            │ not_equal_7[0][0] │\n",
+       "│ bidirectional_10    │ (None, 34, 128)   │     66,048 │ spatial_dropout1… │\n",
+       "│ (Bidirectional)     │                   │            │ not_equal_5[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bidirectional_15    │ (None, 34, 128)   │     98,816 │ bidirectional_14… │\n",
-       "│ (Bidirectional)     │                   │            │ not_equal_7[0][0] │\n",
+       "│ bidirectional_11    │ (None, 34, 128)   │     98,816 │ bidirectional_10… │\n",
+       "│ (Bidirectional)     │                   │            │ not_equal_5[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ time_distributed_14 │ (None, 34, 64)    │      8,256 │ bidirectional_15… │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_7[0][0] │\n",
+       "│ time_distributed_10 │ (None, 34, 64)    │      8,256 │ bidirectional_11… │\n",
+       "│ (TimeDistributed)   │                   │            │ not_equal_5[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ time_distributed_15 │ (None, 34, 64)    │      8,256 │ bidirectional_15… │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_7[0][0] │\n",
+       "│ time_distributed_11 │ (None, 34, 64)    │      8,256 │ bidirectional_11… │\n",
+       "│ (TimeDistributed)   │                   │            │ not_equal_5[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_output          │ (None, 34, 24)    │      1,560 │ time_distributed… │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_7[0][0] │\n",
+       "│ ner_output          │ (None, 34, 10)    │        650 │ time_distributed… │\n",
+       "│ (TimeDistributed)   │                   │            │ not_equal_5[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ srl_output          │ (None, 34, 13)    │        845 │ time_distributed… │\n",
-       "│ (TimeDistributed)   │                   │            │ not_equal_7[0][0] │\n",
+       "│ (TimeDistributed)   │                   │            │ not_equal_5[0][0] │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
        "
\n" ], @@ -256,29 +245,29 @@ "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", "│ embed (\u001b[38;5;33mEmbedding\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m87,296\u001b[0m │ tokens[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ spatial_dropout1d_7 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ embed[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ spatial_dropout1d_5 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ embed[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "│ (\u001b[38;5;33mSpatialDropout1D\u001b[0m) │ │ │ │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ not_equal_7 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ tokens[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ not_equal_5 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │ tokens[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "│ (\u001b[38;5;33mNotEqual\u001b[0m) │ │ │ │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bidirectional_14 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m66,048\u001b[0m │ spatial_dropout1… │\n", - "│ (\u001b[38;5;33mBidirectional\u001b[0m) │ │ │ not_equal_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ bidirectional_10 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m66,048\u001b[0m │ spatial_dropout1… │\n", + "│ (\u001b[38;5;33mBidirectional\u001b[0m) │ │ │ not_equal_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ bidirectional_15 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m98,816\u001b[0m │ bidirectional_14… │\n", - "│ (\u001b[38;5;33mBidirectional\u001b[0m) │ │ │ not_equal_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ bidirectional_11 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m128\u001b[0m) │ \u001b[38;5;34m98,816\u001b[0m │ bidirectional_10… │\n", + "│ (\u001b[38;5;33mBidirectional\u001b[0m) │ │ │ not_equal_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ time_distributed_14 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m8,256\u001b[0m │ bidirectional_15… │\n", - "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ time_distributed_10 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m8,256\u001b[0m │ bidirectional_11… │\n", + "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ time_distributed_15 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m8,256\u001b[0m │ bidirectional_15… │\n", - "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ time_distributed_11 │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m8,256\u001b[0m │ bidirectional_11… │\n", + "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", - "│ ner_output │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m24\u001b[0m) │ \u001b[38;5;34m1,560\u001b[0m │ time_distributed… │\n", - "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ ner_output │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m10\u001b[0m) │ \u001b[38;5;34m650\u001b[0m │ time_distributed… │\n", + "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n", "│ srl_output │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m34\u001b[0m, \u001b[38;5;34m13\u001b[0m) │ \u001b[38;5;34m845\u001b[0m │ time_distributed… │\n", - "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_7[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", + "│ (\u001b[38;5;33mTimeDistributed\u001b[0m) │ │ │ not_equal_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n", "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n" ] }, @@ -288,11 +277,11 @@ { "data": { "text/html": [ - "
 Total params: 271,077 (1.03 MB)\n",
+       "
 Total params: 270,167 (1.03 MB)\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m271,077\u001b[0m (1.03 MB)\n"
+       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m270,167\u001b[0m (1.03 MB)\n"
       ]
      },
      "metadata": {},
@@ -301,11 +290,11 @@
     {
      "data": {
       "text/html": [
-       "
 Trainable params: 271,077 (1.03 MB)\n",
+       "
 Trainable params: 270,167 (1.03 MB)\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m271,077\u001b[0m (1.03 MB)\n"
+       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m270,167\u001b[0m (1.03 MB)\n"
       ]
      },
      "metadata": {},
@@ -328,8 +317,8 @@
    "source": [
     "embed_dim = 64\n",
     "lstm_units = 64\n",
-    "drop_embed = 0.5\n",
-    "drop_lstm = 0.5\n",
+    "drop_embed = 0.2\n",
+    "drop_lstm = 0.2\n",
     "\n",
     "inp = Input(shape=(maxlen,), name=\"tokens\")\n",
     "emb = Embedding(len(word2idx), embed_dim, mask_zero=True, name=\"embed\")(inp)\n",
@@ -381,7 +370,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 93,
    "id": "f41d6012",
    "metadata": {},
    "outputs": [
@@ -389,66 +378,106 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Epoch 1/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m10s\u001b[0m 105ms/step - loss: 5.7110 - ner_output_loss: 3.1579 - ner_output_sparse_categorical_accuracy: 0.2067 - srl_output_loss: 2.5530 - srl_output_sparse_categorical_accuracy: 0.1810 - val_loss: 5.5840 - val_ner_output_loss: 3.0747 - val_ner_output_sparse_categorical_accuracy: 0.1325 - val_srl_output_loss: 2.5086 - val_srl_output_sparse_categorical_accuracy: 0.0750 - learning_rate: 3.0000e-04\n",
-      "Epoch 2/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 43ms/step - loss: 5.4576 - ner_output_loss: 2.9911 - ner_output_sparse_categorical_accuracy: 0.1311 - srl_output_loss: 2.4653 - srl_output_sparse_categorical_accuracy: 0.0760 - val_loss: 4.6826 - val_ner_output_loss: 2.4715 - val_ner_output_sparse_categorical_accuracy: 0.1325 - val_srl_output_loss: 2.1957 - val_srl_output_sparse_categorical_accuracy: 0.0750 - learning_rate: 3.0000e-04\n",
-      "Epoch 3/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 43ms/step - loss: 4.3203 - ner_output_loss: 2.2263 - ner_output_sparse_categorical_accuracy: 0.1270 - srl_output_loss: 2.0936 - srl_output_sparse_categorical_accuracy: 0.0751 - val_loss: 3.6358 - val_ner_output_loss: 1.8780 - val_ner_output_sparse_categorical_accuracy: 0.1325 - val_srl_output_loss: 1.7769 - val_srl_output_sparse_categorical_accuracy: 0.1032 - learning_rate: 3.0000e-04\n",
-      "Epoch 4/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 43ms/step - loss: 3.4818 - ner_output_loss: 1.7297 - ner_output_sparse_categorical_accuracy: 0.1284 - srl_output_loss: 1.7518 - srl_output_sparse_categorical_accuracy: 0.1028 - val_loss: 3.0980 - val_ner_output_loss: 1.5394 - val_ner_output_sparse_categorical_accuracy: 0.1325 - val_srl_output_loss: 1.5650 - val_srl_output_sparse_categorical_accuracy: 0.1015 - learning_rate: 3.0000e-04\n",
-      "Epoch 5/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 42ms/step - loss: 3.0010 - ner_output_loss: 1.4352 - ner_output_sparse_categorical_accuracy: 0.1320 - srl_output_loss: 1.5651 - srl_output_sparse_categorical_accuracy: 0.1053 - val_loss: 2.7911 - val_ner_output_loss: 1.3675 - val_ner_output_sparse_categorical_accuracy: 0.1383 - val_srl_output_loss: 1.4193 - val_srl_output_sparse_categorical_accuracy: 0.1185 - learning_rate: 3.0000e-04\n",
-      "Epoch 6/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 42ms/step - loss: 2.6586 - ner_output_loss: 1.2858 - ner_output_sparse_categorical_accuracy: 0.1416 - srl_output_loss: 1.3731 - srl_output_sparse_categorical_accuracy: 0.1208 - val_loss: 2.5715 - val_ner_output_loss: 1.2498 - val_ner_output_sparse_categorical_accuracy: 0.1475 - val_srl_output_loss: 1.3092 - val_srl_output_sparse_categorical_accuracy: 0.1243 - learning_rate: 3.0000e-04\n",
-      "Epoch 7/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 42ms/step - loss: 2.5278 - ner_output_loss: 1.1977 - ner_output_sparse_categorical_accuracy: 0.1510 - srl_output_loss: 1.3293 - srl_output_sparse_categorical_accuracy: 0.1260 - val_loss: 2.4185 - val_ner_output_loss: 1.1771 - val_ner_output_sparse_categorical_accuracy: 0.1486 - val_srl_output_loss: 1.2246 - val_srl_output_sparse_categorical_accuracy: 0.1286 - learning_rate: 3.0000e-04\n",
-      "Epoch 8/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 43ms/step - loss: 2.3210 - ner_output_loss: 1.1242 - ner_output_sparse_categorical_accuracy: 0.1475 - srl_output_loss: 1.1972 - srl_output_sparse_categorical_accuracy: 0.1244 - val_loss: 2.3181 - val_ner_output_loss: 1.1293 - val_ner_output_sparse_categorical_accuracy: 0.1491 - val_srl_output_loss: 1.1701 - val_srl_output_sparse_categorical_accuracy: 0.1266 - learning_rate: 3.0000e-04\n",
-      "Epoch 9/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 42ms/step - loss: 2.1532 - ner_output_loss: 1.0439 - ner_output_sparse_categorical_accuracy: 0.1456 - srl_output_loss: 1.1101 - srl_output_sparse_categorical_accuracy: 0.1250 - val_loss: 2.2397 - val_ner_output_loss: 1.0935 - val_ner_output_sparse_categorical_accuracy: 0.1491 - val_srl_output_loss: 1.1276 - val_srl_output_sparse_categorical_accuracy: 0.1466 - learning_rate: 3.0000e-04\n",
-      "Epoch 10/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 2.1745 - ner_output_loss: 1.0467 - ner_output_sparse_categorical_accuracy: 0.1509 - srl_output_loss: 1.1280 - srl_output_sparse_categorical_accuracy: 0.1340 - val_loss: 2.1663 - val_ner_output_loss: 1.0578 - val_ner_output_sparse_categorical_accuracy: 0.1653 - val_srl_output_loss: 1.0900 - val_srl_output_sparse_categorical_accuracy: 0.1437 - learning_rate: 3.0000e-04\n",
-      "Epoch 11/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 43ms/step - loss: 2.0726 - ner_output_loss: 1.0098 - ner_output_sparse_categorical_accuracy: 0.1532 - srl_output_loss: 1.0632 - srl_output_sparse_categorical_accuracy: 0.1427 - val_loss: 2.0905 - val_ner_output_loss: 1.0194 - val_ner_output_sparse_categorical_accuracy: 0.1656 - val_srl_output_loss: 1.0506 - val_srl_output_sparse_categorical_accuracy: 0.1483 - learning_rate: 3.0000e-04\n",
-      "Epoch 12/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.9597 - ner_output_loss: 0.9479 - ner_output_sparse_categorical_accuracy: 0.1595 - srl_output_loss: 1.0113 - srl_output_sparse_categorical_accuracy: 0.1466 - val_loss: 2.0062 - val_ner_output_loss: 0.9765 - val_ner_output_sparse_categorical_accuracy: 0.1654 - val_srl_output_loss: 1.0097 - val_srl_output_sparse_categorical_accuracy: 0.1526 - learning_rate: 3.0000e-04\n",
-      "Epoch 13/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.9171 - ner_output_loss: 0.9401 - ner_output_sparse_categorical_accuracy: 0.1655 - srl_output_loss: 0.9774 - srl_output_sparse_categorical_accuracy: 0.1519 - val_loss: 1.9191 - val_ner_output_loss: 0.9321 - val_ner_output_sparse_categorical_accuracy: 0.1659 - val_srl_output_loss: 0.9655 - val_srl_output_sparse_categorical_accuracy: 0.1561 - learning_rate: 3.0000e-04\n",
-      "Epoch 14/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.8593 - ner_output_loss: 0.9060 - ner_output_sparse_categorical_accuracy: 0.1702 - srl_output_loss: 0.9529 - srl_output_sparse_categorical_accuracy: 0.1545 - val_loss: 1.8181 - val_ner_output_loss: 0.8752 - val_ner_output_sparse_categorical_accuracy: 0.1736 - val_srl_output_loss: 0.9142 - val_srl_output_sparse_categorical_accuracy: 0.1606 - learning_rate: 3.0000e-04\n",
-      "Epoch 15/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 43ms/step - loss: 1.7053 - ner_output_loss: 0.8312 - ner_output_sparse_categorical_accuracy: 0.1694 - srl_output_loss: 0.8744 - srl_output_sparse_categorical_accuracy: 0.1578 - val_loss: 1.7062 - val_ner_output_loss: 0.8141 - val_ner_output_sparse_categorical_accuracy: 0.1768 - val_srl_output_loss: 0.8590 - val_srl_output_sparse_categorical_accuracy: 0.1690 - learning_rate: 3.0000e-04\n",
-      "Epoch 16/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.5892 - ner_output_loss: 0.7715 - ner_output_sparse_categorical_accuracy: 0.1733 - srl_output_loss: 0.8177 - srl_output_sparse_categorical_accuracy: 0.1628 - val_loss: 1.5958 - val_ner_output_loss: 0.7575 - val_ner_output_sparse_categorical_accuracy: 0.1785 - val_srl_output_loss: 0.8016 - val_srl_output_sparse_categorical_accuracy: 0.1699 - learning_rate: 3.0000e-04\n",
-      "Epoch 17/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.5047 - ner_output_loss: 0.7224 - ner_output_sparse_categorical_accuracy: 0.1762 - srl_output_loss: 0.7827 - srl_output_sparse_categorical_accuracy: 0.1656 - val_loss: 1.4978 - val_ner_output_loss: 0.7097 - val_ner_output_sparse_categorical_accuracy: 0.1848 - val_srl_output_loss: 0.7469 - val_srl_output_sparse_categorical_accuracy: 0.1730 - learning_rate: 3.0000e-04\n",
-      "Epoch 18/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 44ms/step - loss: 1.4376 - ner_output_loss: 0.6999 - ner_output_sparse_categorical_accuracy: 0.1783 - srl_output_loss: 0.7377 - srl_output_sparse_categorical_accuracy: 0.1696 - val_loss: 1.4164 - val_ner_output_loss: 0.6699 - val_ner_output_sparse_categorical_accuracy: 0.1860 - val_srl_output_loss: 0.7027 - val_srl_output_sparse_categorical_accuracy: 0.1755 - learning_rate: 3.0000e-04\n",
-      "Epoch 19/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 1.3140 - ner_output_loss: 0.6430 - ner_output_sparse_categorical_accuracy: 0.1816 - srl_output_loss: 0.6698 - srl_output_sparse_categorical_accuracy: 0.1733 - val_loss: 1.3554 - val_ner_output_loss: 0.6392 - val_ner_output_sparse_categorical_accuracy: 0.1888 - val_srl_output_loss: 0.6697 - val_srl_output_sparse_categorical_accuracy: 0.1776 - learning_rate: 3.0000e-04\n",
-      "Epoch 20/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.2762 - ner_output_loss: 0.6169 - ner_output_sparse_categorical_accuracy: 0.1809 - srl_output_loss: 0.6601 - srl_output_sparse_categorical_accuracy: 0.1729 - val_loss: 1.2996 - val_ner_output_loss: 0.6101 - val_ner_output_sparse_categorical_accuracy: 0.1901 - val_srl_output_loss: 0.6401 - val_srl_output_sparse_categorical_accuracy: 0.1794 - learning_rate: 3.0000e-04\n",
-      "Epoch 21/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.2447 - ner_output_loss: 0.6027 - ner_output_sparse_categorical_accuracy: 0.1849 - srl_output_loss: 0.6418 - srl_output_sparse_categorical_accuracy: 0.1760 - val_loss: 1.2591 - val_ner_output_loss: 0.5895 - val_ner_output_sparse_categorical_accuracy: 0.1897 - val_srl_output_loss: 0.6165 - val_srl_output_sparse_categorical_accuracy: 0.1797 - learning_rate: 3.0000e-04\n",
-      "Epoch 22/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 1.1679 - ner_output_loss: 0.5572 - ner_output_sparse_categorical_accuracy: 0.1878 - srl_output_loss: 0.6102 - srl_output_sparse_categorical_accuracy: 0.1781 - val_loss: 1.2209 - val_ner_output_loss: 0.5655 - val_ner_output_sparse_categorical_accuracy: 0.1910 - val_srl_output_loss: 0.5995 - val_srl_output_sparse_categorical_accuracy: 0.1813 - learning_rate: 3.0000e-04\n",
-      "Epoch 23/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 1.0996 - ner_output_loss: 0.5274 - ner_output_sparse_categorical_accuracy: 0.1873 - srl_output_loss: 0.5710 - srl_output_sparse_categorical_accuracy: 0.1794 - val_loss: 1.1831 - val_ner_output_loss: 0.5454 - val_ner_output_sparse_categorical_accuracy: 0.1924 - val_srl_output_loss: 0.5802 - val_srl_output_sparse_categorical_accuracy: 0.1821 - learning_rate: 3.0000e-04\n",
-      "Epoch 24/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 1.1842 - ner_output_loss: 0.5630 - ner_output_sparse_categorical_accuracy: 0.1890 - srl_output_loss: 0.6211 - srl_output_sparse_categorical_accuracy: 0.1791 - val_loss: 1.1559 - val_ner_output_loss: 0.5311 - val_ner_output_sparse_categorical_accuracy: 0.1940 - val_srl_output_loss: 0.5664 - val_srl_output_sparse_categorical_accuracy: 0.1832 - learning_rate: 3.0000e-04\n",
-      "Epoch 25/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 44ms/step - loss: 1.0526 - ner_output_loss: 0.5143 - ner_output_sparse_categorical_accuracy: 0.1923 - srl_output_loss: 0.5390 - srl_output_sparse_categorical_accuracy: 0.1856 - val_loss: 1.1268 - val_ner_output_loss: 0.5145 - val_ner_output_sparse_categorical_accuracy: 0.1958 - val_srl_output_loss: 0.5533 - val_srl_output_sparse_categorical_accuracy: 0.1842 - learning_rate: 3.0000e-04\n",
-      "Epoch 26/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 1.0331 - ner_output_loss: 0.4892 - ner_output_sparse_categorical_accuracy: 0.1884 - srl_output_loss: 0.5446 - srl_output_sparse_categorical_accuracy: 0.1805 - val_loss: 1.1003 - val_ner_output_loss: 0.4994 - val_ner_output_sparse_categorical_accuracy: 0.1966 - val_srl_output_loss: 0.5411 - val_srl_output_sparse_categorical_accuracy: 0.1845 - learning_rate: 3.0000e-04\n",
-      "Epoch 27/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 45ms/step - loss: 0.9729 - ner_output_loss: 0.4579 - ner_output_sparse_categorical_accuracy: 0.1902 - srl_output_loss: 0.5148 - srl_output_sparse_categorical_accuracy: 0.1837 - val_loss: 1.0818 - val_ner_output_loss: 0.4883 - val_ner_output_sparse_categorical_accuracy: 0.1967 - val_srl_output_loss: 0.5338 - val_srl_output_sparse_categorical_accuracy: 0.1851 - learning_rate: 3.0000e-04\n",
-      "Epoch 28/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 44ms/step - loss: 0.9333 - ner_output_loss: 0.4367 - ner_output_sparse_categorical_accuracy: 0.1909 - srl_output_loss: 0.4970 - srl_output_sparse_categorical_accuracy: 0.1826 - val_loss: 1.0529 - val_ner_output_loss: 0.4698 - val_ner_output_sparse_categorical_accuracy: 0.2007 - val_srl_output_loss: 0.5223 - val_srl_output_sparse_categorical_accuracy: 0.1865 - learning_rate: 3.0000e-04\n",
-      "Epoch 29/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 1.0398 - ner_output_loss: 0.4866 - ner_output_sparse_categorical_accuracy: 0.1948 - srl_output_loss: 0.5531 - srl_output_sparse_categorical_accuracy: 0.1833 - val_loss: 1.0380 - val_ner_output_loss: 0.4601 - val_ner_output_sparse_categorical_accuracy: 0.1998 - val_srl_output_loss: 0.5154 - val_srl_output_sparse_categorical_accuracy: 0.1870 - learning_rate: 3.0000e-04\n",
-      "Epoch 30/30\n",
-      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 0.9113 - ner_output_loss: 0.4297 - ner_output_sparse_categorical_accuracy: 0.1923 - srl_output_loss: 0.4818 - srl_output_sparse_categorical_accuracy: 0.1842 - val_loss: 1.0241 - val_ner_output_loss: 0.4523 - val_ner_output_sparse_categorical_accuracy: 0.2027 - val_srl_output_loss: 0.5074 - val_srl_output_sparse_categorical_accuracy: 0.1870 - learning_rate: 3.0000e-04\n"
+      "Epoch 1/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m11s\u001b[0m 117ms/step - loss: 4.8459 - ner_output_loss: 2.2910 - ner_output_sparse_categorical_accuracy: 0.2072 - srl_output_loss: 2.5547 - srl_output_sparse_categorical_accuracy: 0.1950 - val_loss: 4.7202 - val_ner_output_loss: 2.2195 - val_ner_output_sparse_categorical_accuracy: 0.1365 - val_srl_output_loss: 2.4995 - val_srl_output_sparse_categorical_accuracy: 0.1022 - learning_rate: 3.0000e-04\n",
+      "Epoch 2/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 51ms/step - loss: 4.5854 - ner_output_loss: 2.1443 - ner_output_sparse_categorical_accuracy: 0.1338 - srl_output_loss: 2.4403 - srl_output_sparse_categorical_accuracy: 0.1038 - val_loss: 3.7589 - val_ner_output_loss: 1.6920 - val_ner_output_sparse_categorical_accuracy: 0.1365 - val_srl_output_loss: 2.0515 - val_srl_output_sparse_categorical_accuracy: 0.1018 - learning_rate: 3.0000e-04\n",
+      "Epoch 3/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 59ms/step - loss: 3.5163 - ner_output_loss: 1.5814 - ner_output_sparse_categorical_accuracy: 0.1362 - srl_output_loss: 1.9337 - srl_output_sparse_categorical_accuracy: 0.1038 - val_loss: 3.0063 - val_ner_output_loss: 1.3813 - val_ner_output_sparse_categorical_accuracy: 0.1365 - val_srl_output_loss: 1.6351 - val_srl_output_sparse_categorical_accuracy: 0.1005 - learning_rate: 3.0000e-04\n",
+      "Epoch 4/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 59ms/step - loss: 2.8450 - ner_output_loss: 1.2706 - ner_output_sparse_categorical_accuracy: 0.1318 - srl_output_loss: 1.5737 - srl_output_sparse_categorical_accuracy: 0.1055 - val_loss: 2.5730 - val_ner_output_loss: 1.1236 - val_ner_output_sparse_categorical_accuracy: 0.1530 - val_srl_output_loss: 1.4498 - val_srl_output_sparse_categorical_accuracy: 0.1221 - learning_rate: 3.0000e-04\n",
+      "Epoch 5/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 60ms/step - loss: 2.4606 - ner_output_loss: 1.0562 - ner_output_sparse_categorical_accuracy: 0.1529 - srl_output_loss: 1.4042 - srl_output_sparse_categorical_accuracy: 0.1295 - val_loss: 2.3535 - val_ner_output_loss: 1.0198 - val_ner_output_sparse_categorical_accuracy: 0.1537 - val_srl_output_loss: 1.3258 - val_srl_output_sparse_categorical_accuracy: 0.1332 - learning_rate: 3.0000e-04\n",
+      "Epoch 6/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 61ms/step - loss: 2.2418 - ner_output_loss: 0.9661 - ner_output_sparse_categorical_accuracy: 0.1533 - srl_output_loss: 1.2767 - srl_output_sparse_categorical_accuracy: 0.1308 - val_loss: 2.1940 - val_ner_output_loss: 0.9440 - val_ner_output_sparse_categorical_accuracy: 0.1541 - val_srl_output_loss: 1.2342 - val_srl_output_sparse_categorical_accuracy: 0.1321 - learning_rate: 3.0000e-04\n",
+      "Epoch 7/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 61ms/step - loss: 2.0980 - ner_output_loss: 0.9022 - ner_output_sparse_categorical_accuracy: 0.1548 - srl_output_loss: 1.1954 - srl_output_sparse_categorical_accuracy: 0.1307 - val_loss: 2.0748 - val_ner_output_loss: 0.8770 - val_ner_output_sparse_categorical_accuracy: 0.1525 - val_srl_output_loss: 1.1789 - val_srl_output_sparse_categorical_accuracy: 0.1280 - learning_rate: 3.0000e-04\n",
+      "Epoch 8/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 63ms/step - loss: 1.9930 - ner_output_loss: 0.8414 - ner_output_sparse_categorical_accuracy: 0.1515 - srl_output_loss: 1.1518 - srl_output_sparse_categorical_accuracy: 0.1269 - val_loss: 1.9810 - val_ner_output_loss: 0.8291 - val_ner_output_sparse_categorical_accuracy: 0.1526 - val_srl_output_loss: 1.1352 - val_srl_output_sparse_categorical_accuracy: 0.1301 - learning_rate: 3.0000e-04\n",
+      "Epoch 9/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 63ms/step - loss: 1.8461 - ner_output_loss: 0.7605 - ner_output_sparse_categorical_accuracy: 0.1606 - srl_output_loss: 1.0854 - srl_output_sparse_categorical_accuracy: 0.1314 - val_loss: 1.8764 - val_ner_output_loss: 0.7805 - val_ner_output_sparse_categorical_accuracy: 0.1697 - val_srl_output_loss: 1.0773 - val_srl_output_sparse_categorical_accuracy: 0.1538 - learning_rate: 3.0000e-04\n",
+      "Epoch 10/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 60ms/step - loss: 1.7061 - ner_output_loss: 0.6997 - ner_output_sparse_categorical_accuracy: 0.1709 - srl_output_loss: 1.0061 - srl_output_sparse_categorical_accuracy: 0.1535 - val_loss: 1.7569 - val_ner_output_loss: 0.7278 - val_ner_output_sparse_categorical_accuracy: 0.1735 - val_srl_output_loss: 1.0110 - val_srl_output_sparse_categorical_accuracy: 0.1578 - learning_rate: 3.0000e-04\n",
+      "Epoch 11/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 1.6203 - ner_output_loss: 0.6736 - ner_output_sparse_categorical_accuracy: 0.1751 - srl_output_loss: 0.9463 - srl_output_sparse_categorical_accuracy: 0.1598 - val_loss: 1.6111 - val_ner_output_loss: 0.6664 - val_ner_output_sparse_categorical_accuracy: 0.1803 - val_srl_output_loss: 0.9253 - val_srl_output_sparse_categorical_accuracy: 0.1653 - learning_rate: 3.0000e-04\n",
+      "Epoch 12/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 1.4496 - ner_output_loss: 0.5973 - ner_output_sparse_categorical_accuracy: 0.1816 - srl_output_loss: 0.8514 - srl_output_sparse_categorical_accuracy: 0.1679 - val_loss: 1.4369 - val_ner_output_loss: 0.5879 - val_ner_output_sparse_categorical_accuracy: 0.1843 - val_srl_output_loss: 0.8279 - val_srl_output_sparse_categorical_accuracy: 0.1681 - learning_rate: 3.0000e-04\n",
+      "Epoch 13/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 1.2751 - ner_output_loss: 0.5131 - ner_output_sparse_categorical_accuracy: 0.1851 - srl_output_loss: 0.7631 - srl_output_sparse_categorical_accuracy: 0.1701 - val_loss: 1.2719 - val_ner_output_loss: 0.5096 - val_ner_output_sparse_categorical_accuracy: 0.1931 - val_srl_output_loss: 0.7377 - val_srl_output_sparse_categorical_accuracy: 0.1765 - learning_rate: 3.0000e-04\n",
+      "Epoch 14/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 50ms/step - loss: 1.1168 - ner_output_loss: 0.4512 - ner_output_sparse_categorical_accuracy: 0.1910 - srl_output_loss: 0.6648 - srl_output_sparse_categorical_accuracy: 0.1760 - val_loss: 1.1318 - val_ner_output_loss: 0.4365 - val_ner_output_sparse_categorical_accuracy: 0.2008 - val_srl_output_loss: 0.6629 - val_srl_output_sparse_categorical_accuracy: 0.1809 - learning_rate: 3.0000e-04\n",
+      "Epoch 15/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 1.0122 - ner_output_loss: 0.3865 - ner_output_sparse_categorical_accuracy: 0.2025 - srl_output_loss: 0.6251 - srl_output_sparse_categorical_accuracy: 0.1847 - val_loss: 1.0384 - val_ner_output_loss: 0.3856 - val_ner_output_sparse_categorical_accuracy: 0.2036 - val_srl_output_loss: 0.6178 - val_srl_output_sparse_categorical_accuracy: 0.1809 - learning_rate: 3.0000e-04\n",
+      "Epoch 16/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 0.9011 - ner_output_loss: 0.3445 - ner_output_sparse_categorical_accuracy: 0.1976 - srl_output_loss: 0.5563 - srl_output_sparse_categorical_accuracy: 0.1815 - val_loss: 0.9593 - val_ner_output_loss: 0.3423 - val_ner_output_sparse_categorical_accuracy: 0.2063 - val_srl_output_loss: 0.5780 - val_srl_output_sparse_categorical_accuracy: 0.1834 - learning_rate: 3.0000e-04\n",
+      "Epoch 17/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 49ms/step - loss: 0.8421 - ner_output_loss: 0.3136 - ner_output_sparse_categorical_accuracy: 0.2026 - srl_output_loss: 0.5285 - srl_output_sparse_categorical_accuracy: 0.1858 - val_loss: 0.8992 - val_ner_output_loss: 0.3122 - val_ner_output_sparse_categorical_accuracy: 0.2074 - val_srl_output_loss: 0.5448 - val_srl_output_sparse_categorical_accuracy: 0.1862 - learning_rate: 3.0000e-04\n",
+      "Epoch 18/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 50ms/step - loss: 0.8397 - ner_output_loss: 0.3007 - ner_output_sparse_categorical_accuracy: 0.1998 - srl_output_loss: 0.5386 - srl_output_sparse_categorical_accuracy: 0.1811 - val_loss: 0.8548 - val_ner_output_loss: 0.2913 - val_ner_output_sparse_categorical_accuracy: 0.2082 - val_srl_output_loss: 0.5180 - val_srl_output_sparse_categorical_accuracy: 0.1873 - learning_rate: 3.0000e-04\n",
+      "Epoch 19/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 48ms/step - loss: 0.7490 - ner_output_loss: 0.2636 - ner_output_sparse_categorical_accuracy: 0.2070 - srl_output_loss: 0.4856 - srl_output_sparse_categorical_accuracy: 0.1884 - val_loss: 0.8179 - val_ner_output_loss: 0.2750 - val_ner_output_sparse_categorical_accuracy: 0.2094 - val_srl_output_loss: 0.4982 - val_srl_output_sparse_categorical_accuracy: 0.1891 - learning_rate: 3.0000e-04\n",
+      "Epoch 20/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 46ms/step - loss: 0.7213 - ner_output_loss: 0.2332 - ner_output_sparse_categorical_accuracy: 0.2081 - srl_output_loss: 0.4868 - srl_output_sparse_categorical_accuracy: 0.1881 - val_loss: 0.7851 - val_ner_output_loss: 0.2585 - val_ner_output_sparse_categorical_accuracy: 0.2101 - val_srl_output_loss: 0.4775 - val_srl_output_sparse_categorical_accuracy: 0.1909 - learning_rate: 3.0000e-04\n",
+      "Epoch 21/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 0.6443 - ner_output_loss: 0.2310 - ner_output_sparse_categorical_accuracy: 0.2064 - srl_output_loss: 0.4140 - srl_output_sparse_categorical_accuracy: 0.1924 - val_loss: 0.7585 - val_ner_output_loss: 0.2477 - val_ner_output_sparse_categorical_accuracy: 0.2110 - val_srl_output_loss: 0.4657 - val_srl_output_sparse_categorical_accuracy: 0.1923 - learning_rate: 3.0000e-04\n",
+      "Epoch 22/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 0.6859 - ner_output_loss: 0.2301 - ner_output_sparse_categorical_accuracy: 0.2081 - srl_output_loss: 0.4560 - srl_output_sparse_categorical_accuracy: 0.1901 - val_loss: 0.7362 - val_ner_output_loss: 0.2395 - val_ner_output_sparse_categorical_accuracy: 0.2114 - val_srl_output_loss: 0.4505 - val_srl_output_sparse_categorical_accuracy: 0.1926 - learning_rate: 3.0000e-04\n",
+      "Epoch 23/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 48ms/step - loss: 0.6254 - ner_output_loss: 0.2053 - ner_output_sparse_categorical_accuracy: 0.2158 - srl_output_loss: 0.4201 - srl_output_sparse_categorical_accuracy: 0.1990 - val_loss: 0.7182 - val_ner_output_loss: 0.2323 - val_ner_output_sparse_categorical_accuracy: 0.2120 - val_srl_output_loss: 0.4385 - val_srl_output_sparse_categorical_accuracy: 0.1937 - learning_rate: 3.0000e-04\n",
+      "Epoch 24/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 49ms/step - loss: 0.6683 - ner_output_loss: 0.2242 - ner_output_sparse_categorical_accuracy: 0.2097 - srl_output_loss: 0.4438 - srl_output_sparse_categorical_accuracy: 0.1925 - val_loss: 0.7056 - val_ner_output_loss: 0.2291 - val_ner_output_sparse_categorical_accuracy: 0.2123 - val_srl_output_loss: 0.4295 - val_srl_output_sparse_categorical_accuracy: 0.1945 - learning_rate: 3.0000e-04\n",
+      "Epoch 25/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 53ms/step - loss: 0.5698 - ner_output_loss: 0.1931 - ner_output_sparse_categorical_accuracy: 0.2121 - srl_output_loss: 0.3765 - srl_output_sparse_categorical_accuracy: 0.1977 - val_loss: 0.6894 - val_ner_output_loss: 0.2230 - val_ner_output_sparse_categorical_accuracy: 0.2123 - val_srl_output_loss: 0.4201 - val_srl_output_sparse_categorical_accuracy: 0.1949 - learning_rate: 3.0000e-04\n",
+      "Epoch 26/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 57ms/step - loss: 0.5516 - ner_output_loss: 0.1684 - ner_output_sparse_categorical_accuracy: 0.2120 - srl_output_loss: 0.3825 - srl_output_sparse_categorical_accuracy: 0.1948 - val_loss: 0.6784 - val_ner_output_loss: 0.2192 - val_ner_output_sparse_categorical_accuracy: 0.2124 - val_srl_output_loss: 0.4127 - val_srl_output_sparse_categorical_accuracy: 0.1954 - learning_rate: 3.0000e-04\n",
+      "Epoch 27/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 57ms/step - loss: 0.5239 - ner_output_loss: 0.1728 - ner_output_sparse_categorical_accuracy: 0.2128 - srl_output_loss: 0.3509 - srl_output_sparse_categorical_accuracy: 0.1991 - val_loss: 0.6638 - val_ner_output_loss: 0.2145 - val_ner_output_sparse_categorical_accuracy: 0.2131 - val_srl_output_loss: 0.4054 - val_srl_output_sparse_categorical_accuracy: 0.1954 - learning_rate: 3.0000e-04\n",
+      "Epoch 28/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 58ms/step - loss: 0.4690 - ner_output_loss: 0.1533 - ner_output_sparse_categorical_accuracy: 0.2069 - srl_output_loss: 0.3151 - srl_output_sparse_categorical_accuracy: 0.1947 - val_loss: 0.6540 - val_ner_output_loss: 0.2132 - val_ner_output_sparse_categorical_accuracy: 0.2133 - val_srl_output_loss: 0.3967 - val_srl_output_sparse_categorical_accuracy: 0.1961 - learning_rate: 3.0000e-04\n",
+      "Epoch 29/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 67ms/step - loss: 0.5244 - ner_output_loss: 0.1660 - ner_output_sparse_categorical_accuracy: 0.2142 - srl_output_loss: 0.3587 - srl_output_sparse_categorical_accuracy: 0.1986 - val_loss: 0.6477 - val_ner_output_loss: 0.2099 - val_ner_output_sparse_categorical_accuracy: 0.2134 - val_srl_output_loss: 0.3944 - val_srl_output_sparse_categorical_accuracy: 0.1962 - learning_rate: 3.0000e-04\n",
+      "Epoch 30/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 59ms/step - loss: 0.4627 - ner_output_loss: 0.1465 - ner_output_sparse_categorical_accuracy: 0.2104 - srl_output_loss: 0.3153 - srl_output_sparse_categorical_accuracy: 0.1980 - val_loss: 0.6403 - val_ner_output_loss: 0.2087 - val_ner_output_sparse_categorical_accuracy: 0.2132 - val_srl_output_loss: 0.3895 - val_srl_output_sparse_categorical_accuracy: 0.1969 - learning_rate: 3.0000e-04\n",
+      "Epoch 31/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 60ms/step - loss: 0.4648 - ner_output_loss: 0.1528 - ner_output_sparse_categorical_accuracy: 0.2080 - srl_output_loss: 0.3119 - srl_output_sparse_categorical_accuracy: 0.1966 - val_loss: 0.6317 - val_ner_output_loss: 0.2046 - val_ner_output_sparse_categorical_accuracy: 0.2140 - val_srl_output_loss: 0.3848 - val_srl_output_sparse_categorical_accuracy: 0.1966 - learning_rate: 3.0000e-04\n",
+      "Epoch 32/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 59ms/step - loss: 0.4138 - ner_output_loss: 0.1280 - ner_output_sparse_categorical_accuracy: 0.2132 - srl_output_loss: 0.2859 - srl_output_sparse_categorical_accuracy: 0.2011 - val_loss: 0.6299 - val_ner_output_loss: 0.2061 - val_ner_output_sparse_categorical_accuracy: 0.2140 - val_srl_output_loss: 0.3815 - val_srl_output_sparse_categorical_accuracy: 0.1969 - learning_rate: 3.0000e-04\n",
+      "Epoch 33/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 58ms/step - loss: 0.4210 - ner_output_loss: 0.1234 - ner_output_sparse_categorical_accuracy: 0.2122 - srl_output_loss: 0.2981 - srl_output_sparse_categorical_accuracy: 0.1995 - val_loss: 0.6221 - val_ner_output_loss: 0.2054 - val_ner_output_sparse_categorical_accuracy: 0.2143 - val_srl_output_loss: 0.3769 - val_srl_output_sparse_categorical_accuracy: 0.1973 - learning_rate: 3.0000e-04\n",
+      "Epoch 34/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 57ms/step - loss: 0.4378 - ner_output_loss: 0.1216 - ner_output_sparse_categorical_accuracy: 0.2130 - srl_output_loss: 0.3170 - srl_output_sparse_categorical_accuracy: 0.1981 - val_loss: 0.6186 - val_ner_output_loss: 0.2045 - val_ner_output_sparse_categorical_accuracy: 0.2145 - val_srl_output_loss: 0.3730 - val_srl_output_sparse_categorical_accuracy: 0.1974 - learning_rate: 3.0000e-04\n",
+      "Epoch 35/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 58ms/step - loss: 0.4272 - ner_output_loss: 0.1271 - ner_output_sparse_categorical_accuracy: 0.2143 - srl_output_loss: 0.3000 - srl_output_sparse_categorical_accuracy: 0.2012 - val_loss: 0.6103 - val_ner_output_loss: 0.2017 - val_ner_output_sparse_categorical_accuracy: 0.2148 - val_srl_output_loss: 0.3689 - val_srl_output_sparse_categorical_accuracy: 0.1978 - learning_rate: 3.0000e-04\n",
+      "Epoch 36/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 59ms/step - loss: 0.3704 - ner_output_loss: 0.1129 - ner_output_sparse_categorical_accuracy: 0.2074 - srl_output_loss: 0.2577 - srl_output_sparse_categorical_accuracy: 0.1963 - val_loss: 0.6053 - val_ner_output_loss: 0.2009 - val_ner_output_sparse_categorical_accuracy: 0.2147 - val_srl_output_loss: 0.3655 - val_srl_output_sparse_categorical_accuracy: 0.1982 - learning_rate: 3.0000e-04\n",
+      "Epoch 37/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 57ms/step - loss: 0.3921 - ner_output_loss: 0.1135 - ner_output_sparse_categorical_accuracy: 0.2075 - srl_output_loss: 0.2783 - srl_output_sparse_categorical_accuracy: 0.1952 - val_loss: 0.6011 - val_ner_output_loss: 0.2005 - val_ner_output_sparse_categorical_accuracy: 0.2147 - val_srl_output_loss: 0.3646 - val_srl_output_sparse_categorical_accuracy: 0.1987 - learning_rate: 3.0000e-04\n",
+      "Epoch 38/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 59ms/step - loss: 0.4146 - ner_output_loss: 0.1258 - ner_output_sparse_categorical_accuracy: 0.2100 - srl_output_loss: 0.2892 - srl_output_sparse_categorical_accuracy: 0.1980 - val_loss: 0.5998 - val_ner_output_loss: 0.2024 - val_ner_output_sparse_categorical_accuracy: 0.2147 - val_srl_output_loss: 0.3608 - val_srl_output_sparse_categorical_accuracy: 0.1989 - learning_rate: 3.0000e-04\n",
+      "Epoch 39/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 61ms/step - loss: 0.3869 - ner_output_loss: 0.1220 - ner_output_sparse_categorical_accuracy: 0.2129 - srl_output_loss: 0.2651 - srl_output_sparse_categorical_accuracy: 0.2028 - val_loss: 0.5957 - val_ner_output_loss: 0.1990 - val_ner_output_sparse_categorical_accuracy: 0.2148 - val_srl_output_loss: 0.3601 - val_srl_output_sparse_categorical_accuracy: 0.1989 - learning_rate: 3.0000e-04\n",
+      "Epoch 40/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 62ms/step - loss: 0.3900 - ner_output_loss: 0.1127 - ner_output_sparse_categorical_accuracy: 0.2176 - srl_output_loss: 0.2772 - srl_output_sparse_categorical_accuracy: 0.2053 - val_loss: 0.5922 - val_ner_output_loss: 0.2016 - val_ner_output_sparse_categorical_accuracy: 0.2153 - val_srl_output_loss: 0.3550 - val_srl_output_sparse_categorical_accuracy: 0.1992 - learning_rate: 3.0000e-04\n",
+      "Epoch 41/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 61ms/step - loss: 0.3872 - ner_output_loss: 0.1203 - ner_output_sparse_categorical_accuracy: 0.2168 - srl_output_loss: 0.2672 - srl_output_sparse_categorical_accuracy: 0.2061 - val_loss: 0.5881 - val_ner_output_loss: 0.1981 - val_ner_output_sparse_categorical_accuracy: 0.2147 - val_srl_output_loss: 0.3540 - val_srl_output_sparse_categorical_accuracy: 0.1996 - learning_rate: 3.0000e-04\n",
+      "Epoch 42/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 62ms/step - loss: 0.3592 - ner_output_loss: 0.0983 - ner_output_sparse_categorical_accuracy: 0.2135 - srl_output_loss: 0.2606 - srl_output_sparse_categorical_accuracy: 0.2012 - val_loss: 0.5857 - val_ner_output_loss: 0.1976 - val_ner_output_sparse_categorical_accuracy: 0.2151 - val_srl_output_loss: 0.3504 - val_srl_output_sparse_categorical_accuracy: 0.1999 - learning_rate: 3.0000e-04\n",
+      "Epoch 43/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 61ms/step - loss: 0.3662 - ner_output_loss: 0.1077 - ner_output_sparse_categorical_accuracy: 0.2175 - srl_output_loss: 0.2591 - srl_output_sparse_categorical_accuracy: 0.2057 - val_loss: 0.5860 - val_ner_output_loss: 0.2007 - val_ner_output_sparse_categorical_accuracy: 0.2151 - val_srl_output_loss: 0.3507 - val_srl_output_sparse_categorical_accuracy: 0.1995 - learning_rate: 3.0000e-04\n",
+      "Epoch 44/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 62ms/step - loss: 0.3459 - ner_output_loss: 0.1004 - ner_output_sparse_categorical_accuracy: 0.2142 - srl_output_loss: 0.2449 - srl_output_sparse_categorical_accuracy: 0.2034 - val_loss: 0.5835 - val_ner_output_loss: 0.1974 - val_ner_output_sparse_categorical_accuracy: 0.2157 - val_srl_output_loss: 0.3529 - val_srl_output_sparse_categorical_accuracy: 0.1997 - learning_rate: 3.0000e-04\n",
+      "Epoch 45/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 51ms/step - loss: 0.3159 - ner_output_loss: 0.0911 - ner_output_sparse_categorical_accuracy: 0.2134 - srl_output_loss: 0.2249 - srl_output_sparse_categorical_accuracy: 0.2037 - val_loss: 0.5785 - val_ner_output_loss: 0.1953 - val_ner_output_sparse_categorical_accuracy: 0.2147 - val_srl_output_loss: 0.3469 - val_srl_output_sparse_categorical_accuracy: 0.2003 - learning_rate: 3.0000e-04\n",
+      "Epoch 46/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 47ms/step - loss: 0.3037 - ner_output_loss: 0.0897 - ner_output_sparse_categorical_accuracy: 0.2151 - srl_output_loss: 0.2139 - srl_output_sparse_categorical_accuracy: 0.2062 - val_loss: 0.5804 - val_ner_output_loss: 0.1998 - val_ner_output_sparse_categorical_accuracy: 0.2153 - val_srl_output_loss: 0.3477 - val_srl_output_sparse_categorical_accuracy: 0.2004 - learning_rate: 3.0000e-04\n",
+      "Epoch 47/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 48ms/step - loss: 0.3003 - ner_output_loss: 0.0835 - ner_output_sparse_categorical_accuracy: 0.2179 - srl_output_loss: 0.2168 - srl_output_sparse_categorical_accuracy: 0.2086 - val_loss: 0.5815 - val_ner_output_loss: 0.2021 - val_ner_output_sparse_categorical_accuracy: 0.2155 - val_srl_output_loss: 0.3491 - val_srl_output_sparse_categorical_accuracy: 0.2006 - learning_rate: 3.0000e-04\n",
+      "Epoch 48/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 48ms/step - loss: 0.3465 - ner_output_loss: 0.1017 - ner_output_sparse_categorical_accuracy: 0.2160 - srl_output_loss: 0.2446 - srl_output_sparse_categorical_accuracy: 0.2049 - val_loss: 0.5756 - val_ner_output_loss: 0.1990 - val_ner_output_sparse_categorical_accuracy: 0.2153 - val_srl_output_loss: 0.3467 - val_srl_output_sparse_categorical_accuracy: 0.2014 - learning_rate: 1.5000e-04\n",
+      "Epoch 49/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 48ms/step - loss: 0.3086 - ner_output_loss: 0.0847 - ner_output_sparse_categorical_accuracy: 0.2127 - srl_output_loss: 0.2245 - srl_output_sparse_categorical_accuracy: 0.2030 - val_loss: 0.5775 - val_ner_output_loss: 0.1999 - val_ner_output_sparse_categorical_accuracy: 0.2152 - val_srl_output_loss: 0.3486 - val_srl_output_sparse_categorical_accuracy: 0.2008 - learning_rate: 1.5000e-04\n",
+      "Epoch 50/50\n",
+      "\u001b[1m21/21\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 48ms/step - loss: 0.2874 - ner_output_loss: 0.0839 - ner_output_sparse_categorical_accuracy: 0.2122 - srl_output_loss: 0.2035 - srl_output_sparse_categorical_accuracy: 0.2042 - val_loss: 0.5741 - val_ner_output_loss: 0.1975 - val_ner_output_sparse_categorical_accuracy: 0.2153 - val_srl_output_loss: 0.3454 - val_srl_output_sparse_categorical_accuracy: 0.2010 - learning_rate: 1.5000e-04\n"
      ]
     }
    ],
@@ -465,7 +494,7 @@
     "    validation_data=(X_te, [ner_te, srl_te], [m_te, m_te]),\n",
     "    \n",
     "    batch_size=64,\n",
-    "    epochs=30,\n",
+    "    epochs=50,\n",
     "    callbacks=callbacks,\n",
     "    verbose=1,\n",
     ")\n",
@@ -486,13 +515,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 94,
    "id": "430794b9",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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CCCGEEFVAgishhBBCCCGEqAISXAkhhBBCCCFEFZA1V5WkKAr5+fnk5uai1WrJycnBYDDUdrdENdHr9XKfb2BjY4NGo6ntbgghhBBC3DIkuKqEvLw84uLi0Ol0KIqCn58fFy9elD2x7mByn4tTqVQEBQXh7Oxc210RQgghhLglSHBVQUajkXPnzqHRaAgICECr1ZKVlYWzs3O5m4qJ25fRaOTatWtynwsoisLVq1e5dOkS9evXlxEsIYQQQggJriouLy8Po9FIcHAwjo6OGI1G9Ho99vb28qH7DmY0GsnLy5P7XIS3tzfnz59Hr9dLcCWEEEIIIQktKk8+YIu7nUyPFEIIIYSwJBGCEEIIIYQQQlQBCa6EEEIIIYQQogpIcFWLDEaF3THJ/O/IZXbHJGMwKrXdJVELkpOT8fHx4fz589XWxtKlS3F3d6/QNUOHDmXOnDnV1ichhBBCiDuNBFe1ZOOxOO6d9SvDPt/Di98cYdjne7h31q9sPBZXbW2OHDkSlUrFzJkzLY6vXbvWYv3M9u3bUalUJT7i4+MBmD59uvmYRqMhODiYMWPGkJKSYlVfLl26hK2tLc2aNaviV3n7mTFjBg8++CChoaEW72tpj8oYMmQIp0+frtA1r732GjNmzCA9Pb1SbQohhBBC3G0kuKoFG4/F8dyKQ8Sl51gcj0/P4bkVh6o1wLK3t2fWrFmkpqaWW/bvv/8mLi7O4uHj42M+37RpU+Li4oiNjWXJkiVs3LiR5557zqp+LF26lEcffZSMjAz27t17U6/pZhkMBoxGY620rdPpWLRoEU8//TQAL7/8ssX7HRQUxJtvvmlxrKi8vDyr2nFwcLC4d9Zo1qwZ4eHhrFixokLXCSGEEELcrSS4qgKKoqDLy7fqkZmjZ9q645Q0AbDw2PR1J8jM0Zdbl6JUfBphVFQUfn5+vPvuu+WW9fHxwc/Pz+JRNEuiVqvFz8+PwMBAoqKiGDx4MJs3by63XkVRWLJkCU8++SSPPfYYixYtKlZm586d3HfffTg6OuLh4UF0dLQ5IDQajcyePZuIiAjs7OyoW7cuM2bMgCKjbmlpaea6jhw5gkqlMk+7K5wit27dOpo0aYKdnR2xsbHs37+fXr164eXlhZubG926dePQoUMW/UpLS2Ps2LH4+vpib29Ps2bN+Omnn8jKysLV1ZXvv//eovzatWtxcnIiMzOzxPdi/fr12NnZcc899wDg7Oxs8X5rNBpcXFzMz4cOHcrzzz/PSy+9hJeXF9HR0QDMnTuX5s2b4+TkRHBwMOPGjePatWvmdm6cFjh9+nRatWrF8uXLCQ0Nxc3NjaFDhxbr54ABA/jmm2/KvadCCCGEEFXFYDRwIOEAR/OOciDhAAajoba7ZDXZ56oK5OiNtJ5VflBhDQWIz8ih+fRN5ZY98WY0jrYVu4UajYZ33nmHxx57jH//+98EBQXdRG+vO3/+PL/88gu2trbllt22bRs6nY6oqCgCAwPp1KkTH3zwAU5OTlAQDPXs2ZNRo0bx4YcfotVq2bZtGwaD6QdrypQpfP7553zwwQfce++9xMXFcerUqQr1V6fTMWvWLL744gs8PT3x8fHh7NmzjBgxgvnz56MoCnPmzKFfv36cOXMGJycnjEYj/fv3JzMzkxUrVhAeHs6JEyfQaDQ4OTkxdOhQlixZwiOPPGJup/C5i4tLif3YsWMHbdu2rVDfv/zyS5577jl27txpPqZWq/noo48ICwvj7NmzjBs3jldeeYUFCxaUWk9MTAxr167lp59+IjU1lUcffZSZM2eaA1WAyMhIZsyYQW5uLnZ2dhXqpxBCCCFERW25sIWZ+2aSoEsAYNXWVfg6+jI5cjJRIVG13b1ySXB1F3rooYdo1aoV06ZNK3HUqNCNgVdISAjHjx83P//rr79wdnbGYDCQk2Oa4jh37txy21+0aBFDhw5Fo9HQrFkz6tWrx6pVqxg5ciQAs2fPpl27dhaBQdOmTQHIzMzkww8/5OOPP2bEiBEAhIeHc++991boPdDr9SxYsICWLVuaj/Xo0cOizGeffYa7uzu//fYb/fr1Y/v27ezbt4+TJ0/SoEEDAOrVq2cuP3r0aDp16kRcXBz+/v4kJiayfv16tmzZUmo/Lly4QEBAQIX6Xr9+fWbPnm1x7KWXXjJ/Hxoayttvv82zzz5bZnBlNBpZunSpOfB78skn2bp1q0VwFRAQQF5eHvHx8YSEhFSon0IIIYQQFbHlwhYmbJ+AcsMcr0RdIhO2T2DufXNv+QBLgqsqYG+j5tj0XlZtLLzvXAojl+wvt9zSp9oTGVanzDIONpoK9bOoWbNm0aNHD15++eVSy+zYscNixMXGxsbifMOGDVm3bh05OTmsWLGCI0eO8MILL5TZblpaGmvWrOGPP/4wH3viiSdYtGiRObg6cuQIgwcPLvH6kydPkpubS8+ePa1+rSWxtbWlRYsWFscSEhJ47bXX2L59O4mJiRgMBnQ6HbGxsVAQTAYFBZkDqxtFRkbStGlTvvzySyZPnsyKFSsICQmha9eupfYjOzsbe3v7CvW9pJGuLVu28O6773Lq1CkyMjLIz88nJycHnU6Ho6NjifWEhoZa3N/CgLAoBwcHKBjpE0IIIYSoLgajgZn7ZhYLrAAUFFSomLVvFt2Du6NRV/4zcHWTNVdVQKVS4WirterRpb43/m72lJbzTQX4u9nTpb53uXVVNnMcQNeuXYmOjmbKlCmllgkLCyMiIsL8uHHkwtbWloiICJo1a8bMmTPRaDS88cYbZbb71VdfkZOTQ4cOHdBqtWi1WiZNmsQff/xhzmZX+IG+JGWdo2B6HAXrugrp9foS67nx/RsxYgRHjhzhww8/ZNeuXRw5cgRPT09z0ojy2qZg9Grp0qVQMCXwqaeeKvM+eXl5WZVcpKjC6ZOFzp8/z/3330+LFi1YvXo1Bw8e5JNPPoFyEl7cGCyrVKpiiT0Ksz96e3tXqI9CCCGEEBVxKPGQeSpgSRQU4nXxHEo8VGqZW4EEVzVMo1YxbUATKAikiip8Pm1AEzTqygdO1po5cyY//vgju3fvrpL6XnvtNd5//32uXLlSaplFixbxn//8hyNHjpgfR48epUuXLixevBiAFi1asHXr1hKvr1+/Pg4ODqWeLwwCimbVO3LkiFX937lzJ//+97/p168fTZs2xc7OjqSkJPP5pk2bcunSpTJTmj/xxBNcuHCBjz76iBMnTpinLpamdevWnDhxwqr+lebgwYMYjUbmzJnDPffcQ4MGDcq8BxVx7NgxgoKC8PLyqpL6hBBCCCGKUhSFw4mH+fjwx1aVv6q7Wu19uhkSXNWCPs38WfhEG/zcLKeD+bnZs/CJNvRp5l8j/WjevDmPP/44H330UYnnExMTiY+Pt3iUNApUqGPHjrRo0YJ33nmnxPNHjhzh0KFDjB49mmbNmlk8hg0bxpdffkl+fj5Tpkxh//79jBs3jj///JNTp06xcOFCkpKSsLe3Z9KkSbzyyissW7aMmJgY9uzZY147FhERQXBwMNOnT+fMmTP8/PPPVm+EW79+fZYvX87JkyfZu3cvjz/+uMVoVefOnenatSuDBg1i8+bNnDt3jg0bNrBx40ZzGQ8PDx5++GEmTpxI7969y00YEh0dzfHjxys8elVUREQEer2e+fPnc/bsWZYvX86nn35a6fqK2rFjB717966SuoQQQgghikrKTuLhdQ8zfMNwq0ekvB1v7dk0ElzVkj7N/PljUg++fuYePhzaiq+fuYc/JvWoscCq0JtvvlnqHk8NGzbE39/f4nHw4MEy6xs/fjxffPEFFy9eLHZu0aJFNGnShEaNGhU799BDD5kTQDRo0IBNmzZx9OhRIiMj6dixI//73//Qak1LBF9//XX+85//MHXqVBo3bsyQIUPMa4VsbGz4+uuvOXXqFC1atGDWrFm8/fbbVr0XixYtIjU1lTZt2vDkk0/y73//u9jeUKtWraJ9+/YMGzaMJk2a8Morr5izGBZ6+umnycvLY9SoUeW22bx5c9q0acN3331nVR9L0rJlS+bOncusWbNo1qwZK1eutCrVfnlycnJYu3YtzzzzzE3XJYQQQoiaYTAa2B+/n/Vn17M/fv8tlcZcURSuXLs+u8bT3pN8Yz4OWgcGhg+kjn0dVKUsnlGhws/RjzY+bWqwxxWnUiqzWdIdLiMjAzc3N9LT03F1dbU4l5OTw7lz5wgLC8Pe3h6j0UhGRgaurq5WJbQQt6eK3Ofly5czfvx4rly5YlVq+p9//pmJEydy7NixW+rf0MKFC/nhhx/YtKnkbQFu/Fm43en1etavX0+/fv2KrUcTdw65z3c+ucd3PrnHpbsxjTlwS6QxT89N56ezP/H96e9J0CXw6+BfsdeaPjucSjlFoHMgLrYu5myBFKyxKlQYcNVWtsCyYoMbSbZAIaqITqcjLi6OmTNnMnbsWKsCK4D+/ftz5swZLl++THBwcLX301o2NjbMnz+/trshhBBCCCvUZBpzg9HAocRDXNVdxdvRmzY+bYpl8FMUhaNXj7Lq9Cp+Of8LuYZcAOw19pxMOUlrn9YANKpzfUZTVEgUc++bW2KAOCly0i2fhp1bZVrgJ598QmhoKPb29nTo0IF9+/aVWvbzzz+nS5cueHh44OHhQVRUVLHyiqIwdepU/P39cXBwICoqijNnztTAKxF3s9mzZ9OoUSP8/PzKzMJYkpdeeumWCqwoyHzYsGHD2u6GEEIIIcpRXhpzBYWZ+2ZWyRTBLRe2EL06mlG/jGLSjkmM+mUU0auj2XLh+r6ehxMP8/C6h3lyw5Osi1lHriGX+h71ebXDq2x9dKs5sCpJVEgUvwz6hc96fsZgx8F81vMzNg7aeFsEVtwKwdW3337LhAkTmDZtGocOHaJly5ZER0cX22+n0Pbt2xk2bBjbtm1j9+7dBAcH07t3by5fvmwuM3v2bD766CM+/fRT9u7di5OTE9HR0eaNboWoDtOnT0ev17N161acnZ1ruztCCCGEuEuUl8YcIEGXQOdvOvPoj49yJvX6oMPla5c5nnyctJw0ylstVDg6dmNbibpExm8fbw6w6tjX4Z+0f7DX2DMwYiAr+q1g9YDVDGs0DFfbsqfVAWjUGtr5tqOlbUva+ba7pfe1ulGtTwucO3cuzzzzDE899RQAn376KT///DOLFy9m8uTJxcqvXLnS4vkXX3zB6tWr2bp1K8OHD0dRFObNm8drr73Ggw8+CMCyZcvw9fVl7dq1DB06tIZemRBCCCGEENXv75S/rSqXpc/iZMpJ83ongNWnV/P5X58D4KB1IMApAH9nf/PXhyIewtPBs9zRMcC8yW+Iawgf3PcBkf6RVgVTd5JaDa7y8vI4ePCgxRQqtVpNVFSU1Xsv6XQ69Ho9derUAeDcuXPEx8cTFXV96NDNzY0OHTqwe/fuEoOr3NxccnNzzc8zMjKgYMHkjanH9Xo9iqJgNBoxGo3mCL/wmLgzyX0urvDfv16vR6O5ff6iVJrCn/WythsQtz+5z3c+ucd3PrnH16XkpPDFsS/47ox1WYendpiKh50Hnrae5vdPpajwsvciKSeJ7PxsYtJjiEmPMV/TM6gnrlpXDiQcKHd0LF4Xz74r+2jn245uAd3gJu7TrXSfK9KHWg2ukpKSMBgM+Pr6Whz39fXl1KlTVtUxadIkAgICzMFUfHy8uY4b6yw8d6N3332XN954o9jxTZs24ejoaHFMq9Xi5+fHtWvXyMvLMx/PzMy0qr/i9ib3+bq8vDyys7P5/fffyc/Pr+3uVJnNmzfXdhdEDZD7fOeTe3znu5vvca6Syx85f7Azdyd5mD6PatBgoPQ1VW4qN7SntGSpstj85/X3ri51ecn+JfR2etKN6aQZ0yweh347xJ+qPzmad9Sqvm3evZlE25KX91TGrXCfdTqd1WVrfVrgzZg5cybffPMN27dvv6lU0FOmTGHChAnm5xkZGea1XCWlYr948SLOzs7Y29ujKAqZmZm4uLigUpWcl1/c/uQ+F5eTk4ODgwNdu3a9Y1Kxb968mV69eklq3zuY3Oc7n9zjO9/dfI/zDHms/mc1Xxz7gtTcVACa1GnCC61e4Jr+Gq/seAVKSWP+2r2v0TO4Z6Xb9knwYdXWVeWW69WxF+1821W6nUK30n0unNVmjVoNrry8vNBoNCQkWA4xJiQk4OfnV+a177//PjNnzmTLli20aNHCfLzwuoSEBPz9r2/Im5CQQKtWrUqsy87ODjs7u2LHbWxsit1Mg8GASqVCrVajVqvNU8QKj4k7k9zn4tRqNSqVqsSfk9vZnfZ6RMnkPt/55B7f+e7Ge/zdP9/x3sH3AAhxDeGF1i/QO6S3+Q+/Wo222tKYRwZE4uvoS6IuscR1VypU+Dr6EhkQWaUJKG6F+1yR9ms1uLK1taVt27Zs3bqVgQMHQsGH2K1bt/L888+Xet3s2bOZMWMGv/zyC+3aWUbGYWFh+Pn5sXXrVnMwlZGRwd69e3nuueeq+RUJIYQQQghRNRRFIS03DQ97DwAerv8wP8b8yKAGgxgYMRAbteWH/qiQKLoHdy93D6rK0Kg1TI6czITtE1ChKnF0bFLkpNsqs191qPVpgRMmTGDEiBG0a9eOyMhI5s2bR1ZWljl74PDhwwkMDOTdd98FYNasWUydOpWvvvqK0NBQ8zoqZ2dnnJ2dUalUvPTSS7z99tvUr1+fsLAwXn/9dQICAswBXK1Luwi65NLPO3qC+62155Goek8++SSNGzfm1VdfrbY2VCoVP/zwg9X/9jdu3MjkyZM5dOiQjNAJIYQQtehw4mE+OPgBWfosVg1YhVqlxkHrwNf9vy5ziYJGraG9X/tq6dOdsMlvdav14GrIkCFcvXqVqVOnEh8fT6tWrdi4caM5IUVsbKzFh7yFCxeSl5fHI488YlHPtGnTmD59OgCvvPIKWVlZjBkzhrS0NO699142btx4a6wLSbsIH7eF/NzSy2jt4PmDVR5gFb7PP//8MwkJCXh4eNCyZUumTp1K586dAQgNDeXChQsAODg4EB4ezosvvsjo0aPN9Wzfvp3u3buTmpqKu7t7hfoQHR3Nli1b2LNnD+3bV88P/u3g6NGjrF+/noULF3L+/HnCwsLKLL9kyRJGjhxZ4Xbi4uLw8PCwunyfPn14/fXXWblyJU8++WSF2xNCCCFE2QxGQ5kjS6dTTzP/0Hy2X9oOgJ3GjtOpp2lUpxEU/OG0NlXn6NidoNaDK4Dnn3++1GmA27dvt3h+/vz5cutTqVS8+eabvPnmm1XWxyqjSy47sALTeV1ylQdXgwYNIi8vjy+//JJ69eqRkJDA1q1bSU62HEV78803eeaZZ9DpdKxatYpnnnmGwMBA+vbte1Ptx8bGsmvXLp5//nkWL15c68GVXq+vtTm88+fPZ/DgwTg7O+Pg4EBcXJz53Pvvv8/GjRvZsuX6Tudubm7m74uu+ytPeWsXSzJy5Eg++ugjCa6EEELclcoLfm7GlgtbShz1mRw5mSaeTfjkyCf8GPMjCgoalYaH6j/Esy2exdfJt8x6a1p1jo7d7mTeT1VQFMjLsu6Rn21dnfnZ5ddVzi7aRaWlpbFjxw5mzZpF9+7dCQkJITIykilTpvDAAw9YlHVxccHPz4969eoxadIk6tSpUyVpMJcsWcL999/Pc889x9dff012tuV7kZaWxtixY/H19cXe3p5mzZrx008/mc/v3LmT++67D0dHRzw8PIiOjiY11ZQpJzQ0lHnz5lnU16pVK/NoJgVB98KFC3nggQdwcnJixowZGAwGnn76acLCwnBwcKBhw4Z8+OGHxfq+ePFiOnbsiIODA/7+/uY/BowaNYr777/foqxer8fHx4dFixaV+D4YDAa+//57BgwYAIBGo8HPz8/8cHZ2Nqf89/PzY+PGjfj7+7Nu3TqaNGmCnZ0dsbGx7N+/n169euHl5YWbmxvdunXj0KFDFm2pVCrWrl0LBX+YUKlUrFmzhu7du+Po6EjLli2L7Sk3YMAADhw4QExMDEIIIcTdZMuFLUSvjmbUL6OYtGMSo34ZRfTqaLZc2GLF1eXXPWH7hGJ7RSXqEhm/fTz91vRjXcw6FBR6h/Tmhwd/YFrHabdcYCXKdkuMXN328rNRz2xctXUu7lN+mVevgK2TVdUVrklbu3Yt99xzT4nZEW9kNBr54YcfSE1NxdbW1qp2SqMoCkuWLOGTTz6hUaNGRERE8P3335tHR4xGI3379iUzM5MVK1YQHh7OiRMnzJvTHjlyhJ49ezJq1Cg+/PBDtFot27Ztw2AofT+HkkyfPp2ZM2cyb948tFotRqORoKAgVq1ahaenJ7t27WLMmDH4+/vz6KOPQsFU1AkTJjBt2jQGDhxIZmYmO3fuBGD06NF07dqVuLg4c3bKn376CZ1Ox5AhQ0rsw59//kl6enqxZCxl0el0zJo1iy+++AJPT098fHw4e/YsI0aMYP78+SiKwpw5c+jXrx9nzpzBxcWl1Lr++9//8v7771O/fn3++9//MmzYMP755x+0WtN/B3Xr1sXX15cdO3YQHh5eofdXCCGEqE4Go4EDCQc4mncUnwSfKs1MVxj83JgJL1GXyITtE5h739xKrykyGA3M3DezxCx7CgoqVKhVatr6tmV82/E082pW6dchapcEV3cJrVbL0qVLeeaZZ/j0009p06YN3bp1Y+jQoRap7CnYmPm1114jNzeX/Px86tSpY7HmqjK2bNmCTqcjOjoagCeeeIJFixaZg6stW7awb98+Tp48SYMGDQCoV6+e+frZs2fTrl07FixYYD7WtGnTCvfjscceMydLKVR0A+mwsDB2797Nd999Zw6u3n77bSZMmMCzzz6Lq6srarXaPKWxU6dONGzYkOXLl/PKK6a9JZYsWWKe8leSCxcuoNFo8PHxsbrfer2eBQsW0LJlS/OxHj16WJT57LPPcHd357fffis2mlbUyy+/TP/+/c2vvWnTpvzzzz80atTIXCYgIMC89k4IIYS4Fdw4pW7V1lXmKXU3m0ihvOAHYNa+WXQP7s6FjAv8mfQnRsWIQTFgNBZ8LXgeFRJFoHMgAMeTj7MtdhuXMi8VG7G6sQ29Uc+zLZ+VwOo2J8FVVdA6YJx8ybrsavF/WjcqNWoj+LUou4yNo/V9LFhz1b9/f3bs2MGePXvYsGEDs2fP5osvvrBIljBx4kRGjhxJXFwcEydOZNy4cURERFSorRstXryYIUOGmEdHhg0bxsSJE4mJiSE8PJwjR44QFBRkDqxudOTIEQYPHnxTfQBKHC365JNPWLx4MbGxsWRnZ5OXl2dO45+YmMiVK1eKBTJFjR49ms8++4xXXnmFhIQENmzYwK+//lpq+ezsbOzs7Cq0INXW1rZYEJyQkMBrr73G9u3bSUxMxGAwoNPpiI2NLbOuovUUjrYlJiZaBFcODg4V2o1cCCGEqE43O6qkKArX9NdIyEogQWd69KzbEzc705rmWftmlRn8AMTr4jmUeIjTqaeZuW9mqeXC3cPNwdWp5FP835//Z/XrvKq7anVZcWuS4KoqqFSm6XnWBFdaB+vq1DpYPeWvIuzt7enVqxe9evXi9ddfZ/To0UybNs0iuPLy8iIiIoKIiAhWrVpF8+bNadeuHU2aNKlUmykpKfzwww/o9XoWLlxoPm4wGFi8eDEzZszAwaHs96W882q1GuWGNWh6vb5YOScny/f0m2++4eWXX2bOnDl07NgRFxcX3nvvPfbu3WtVuxRsFzB58mR2797Nrl27CAsLo0uXLqWW9/LyQqfTkZeXZ/V0SwcHh2LB2IgRI0hOTubDDz8kJCQEOzs7OnbsSF5eXpl1FU3iUVhn4SbJhVJSUvD29raqb0IIIUR1smZK3bt73yXAOYBQ11AcC/74vPnCZr77+ztTMJWVgC7f8o+GYW5htPZpDUC2lWvir+quEuAUwL2B96JRaVCr1BZfNWoN3g7Xf3+Gu4cztOFQkrKT2BJb/rotb0f53QtgMCrsPZfCwSQVnudS6Bjhg0Zdu1kSrSXB1V2uSZMm5oQHJQkODmbIkCFMmTKF//3vf5VqY+XKlQQFBRVrZ9OmTcyZM4c333yTFi1acOnSJU6fPl3i6FWLFi3YunWrxRS+ory9vS0y7mVkZHDu3Lly+7Zz5046derEuHHjzMeKJnJwcXEhNDSUX3/9lbZt25ZYh6enJwMHDmTJkiXs3r272LTDGxWOip04ccL8fWXs3LmTBQsW0K9fPwAuXrxIUlJSpesrlJOTQ0xMDK1bt77puoQQQoibdSjxULlT6hKzExny0xC+7PMlbXzbAJCSncKeuD0WZV1tXfF18sXX0ddiA95uwd1YG1P656FC3o7etPdrT/e63a3qeyufVrTyaYXBaCB6dTSJusQSg0QVKnwdfWnj08aqeu9kG4/F8caPJ4hLzwE0LDtzAH83e6YNaEKfZv613b1ySXBV0xw9TftYlbfPlaNnlTabnJzM4MGDGTVqFC1atMDFxYUDBw4we/ZsHnzwwTKvffHFF2nWrBkHDhywmFb3119/WSROUKlUFmuCCi1atIhHHnmEZs0s5xAHBwczZcoUNm7cSP/+/enatSuDBg1i7ty5REREcOrUKVQqFX369GHKlCk0b96ccePG8eyzz2Jra8u2bdsYPHgwXl5e9OjRg6VLlzJgwADc3d2ZOnWqORlGWerXr8+yZcv45ZdfCAsLY/ny5ezfv99i36np06eb11sNHDiQrKwsdu7cyQsvvGAuM3r0aO6//34MBgMjRowos01vb2/atGnDH3/8cVPBVf369Vm+fDnt2rUjIyODiRMnWjXSVp49e/aYR8GEEEKI2qIoChcyLhCbUfZ090JONk4Wo1Md/Dsw494Z+DqagikfRx/zqNaNugd3x9fRt9qCH41aw+TIyUzYPgEVKos2VJhGZCZFTrrr94raeCyO51YcKnYH4tNzeG7FIRY+0eaWD7AkuKpp7sGmDYJ1yaWXcfSs8j2unJ2d6dChAx988AExMTHo9XqCg4N55plnePXVV8u8tkmTJvTu3ZupU6eyfv168/GuXbtalNNoNOTn51scO3jwIEePHuXzzz8vVq+bmxs9e/Zk0aJF9O/fn9WrV/Pyyy8zbNgwsrKyiIiIYOZM05zmBg0asGnTJl599VUiIyNxcHCgQ4cODBs2DIApU6Zw7tw57r//ftzc3HjrrbesGrkaO3Yshw8fZsiQIahUKoYNG8a4cePYsGGDucyIESPQ6XR88MEHvP7663h5eRXbxDoqKgp/f3+aNm1KQEBAue2OHj2aZcuWlbq/mzUWLVrEmDFjaNOmDcHBwbzzzju8/PLLla6v0Ndff83jjz+Oo2PF1vQJIYQQN+vytcvsi9vHvnjTI1GXyKhmo6y6dn6P+RZ7L4W6hRLqFmrVtTUR/ESFRDH3vrkl7nM1KXLSTSflqEkGo8K+cykkZubg42JPZFidm562ZzAqvPHjiRJCW1AAFfDGjyfo1cTvlp4iqFJuXKgiyMjIwM3NjfT0dFxdXS3O5eTkcO7cOcLCwrC3t8doNJKRkWHOIifuTOXd52vXrhEYGMiSJUt4+OGHy60vOzubhg0b8u23395SI0RJSUk0bNiQAwcOWIzeleTGn4XbnV6vZ/369fTr16/WNpcW1U/u851P7nHtqswGvHHX4lh4dCH74vdx+dpli3M2ahvGthjLqtOryh1V2jho402P/JS0ya+fo1+VBj/VuUlxTbCctmdS0Wl7+QYjcek5XEzREZui40KKjsOxqew5m1LutV8/cw8dw6t2hld5yooNbiQjV0LcBKPRSFJSEnPmzMHd3b3YhsylcXBwYNmyZVWyRqoqnT9/ngULFpQbWAkhhBA3KikwuTFVelJ2Evvj9+Nk40TXINMMGDutHT/88wMAWpWWZl7NaO/Xnkj/SFp5t8Jea0+4e3iNTKmLComie3D3ag1+NGqNxQjb7aQi0/YycvTEJuvMAVTRx+XUbPKNlRvfSczMsaJU7ZHgSoibEBsbS1hYGEFBQSxdutScat4a9913X7X2rTLatWtXoc2NhRBCCMpIlZ6gS2D89vF0DuhMfFY8MemmpFEd/DqYg6s69nX4T9v/EOERQRufNiWui6rJKXW3c/BDNU3Zw4ppewAvfXuEBtv+ITY1mzRd8azNRdlq1ATVcSCkjiN16zhiUBRW7Cl/fZ2Py609W0aCKyFuQmhoaLEU8EIIIcTdpKxU6YV2XtkJBSNNDes0pIW35d6NI5uNLOXK6wpHlfZd2cfm3Zvp1bEXkQGRt9WUuupWFVP2AHL0BuLTc4jPyDF/PRybalFvydcZ+fNyhvm5l7MtwQXBk8XD0xFfF3vURYI+g1Fh68lE4tNzSvyXpAL83EzB4q1MgishhBBCCFFhydnJHE8+zi/nfyl3A16Af7X8F8MaDzNv3FsZGrWGdr7tSLRNpJ1vOwmsirBmyl50Uz9SdfqCgCmb+PRc4jNySLghkErPLnvUqSxP3xvGI22DCK7jiLOd9aGGRq1i2oAmPLfiEKoio2EUBFYA0wY0uaWTWSDBlRBCCCHE3eNmkyn8GPMjv8b+yrHkY8RnxVeo7bqudW8qsBKls2bK3r9WHkKtVqE3WDfjxsFGg5+bPb6udvi52mNQFH48GlfudVGNfWnsX3bSh9L0aebPwifaFBt985N9roQQQgghxK3EmoQTANn52ZxKOcWxpGMcTz7OtI7TcNCa9lH88+qfbIndAgVT/MLcwvBz8mPXlV3ltu/t6F0tr+t2UxVronLzDZxP0vFP4jX+SbzGnnPJ5U7ZMyhgKAisPJ1s8XW1x9/NHl83e/xcTQ/z9272uNprUaksp+0dOJ9a7dP2+jTzp1cTP3b/k8imHXvp3aUDHSN8bvkRq0ISXAkhhBBC3OFKSziRqEtk/PbxPNLgEQxGA8eSjxGTFoNRMZrLDGk4hNY+rQHoHdqbAOcAmnk1o3GdxjjbOmMwGoheHV1tG/DeSSq6Jupabj4xBQHUP1evmYOp2BQdhkpk25t2fxMeu6cudtqKT6esyWl7GrWKDmF1SD6p0KGKEnLUFAmuhBBCCCHuYGUlnCg89v3p7y2Oezt409SrKc08m+Hj6GM+3t6vfbFMejWxAe+doKw1Uc+uOMSEXg3wdLY1B1Axide4UsZolIudlnAfZyJ8nLHRqPh638Vy+9DI37VSgVWhO2HaXnWT4EoIIYQQ4hZRVRvM5hpyOZ1ympMpJ/nt4m9WJZzoH9af3qG9aerZFF8n3wq1V5Op0m9H1qyJmrv5dInXejnbEeHjRISPMxHeztT3dSHCxxkfFzvztD2DUWH731drJNNe4bS96kj3fieQ4KoW3e47dIuqkZycTOPGjdm3bx+hoaFVUuf27dvp3r07qampuLu7s3HjRiZPnsyhQ4dQq9VV0oYQQoiqZe2aqBtdy7vG36l/4+PgQ7BrMAB74/byr63/qlD7XYO60qNuj0r3vyY24DUYFfaeS+FgkgrPcynVshanKtZE5eUbOZt0jVNxmZyKz2T32aRy10QBtAx2o31IHVMgVfBwd7Qt97qazrSnUavoGO5ZJXXdaSS4qiWV/Q/0ZowcOZIvv/ySd999l8mTJ5uPr127loceesi8X1PhB/OSxMXF4efnx/Tp03njjTcAUKvVBAQE0LdvX2bOnEmdOuX/VeTSpUvUq1ePBg0acOzYsSp7jbejGTNm8OCDDxIaGsrBgwdp164du3fv5p577ilWtmfPnri5ubFmzZoKtdGnTx9ef/11Vq5cyZNPPlmFvRdCCFEVyloTNWH7BObeN5eokChSc1I5mXKSk8knOZVyipMpJ7mQcQGAZ1s+y79amQKqxnUaU8e+Do09G+Nu687P534utw9VkXCiOjfgtVyvpGHZmQOV2sPJ+jZMympDURSuZuZyMj6TU3EZnIrP5GRcBjFXr1mdla+oUZ3DeLBVYKX6LlP2bg0SXNUCa/8DrQ729vbMmjWLsWPH4uHhUWbZv//+G1dXy1SaPj7X5103bdqULVu2YDAYOHnyJKNGjSI9PZ1vv/223H4sXbqURx99lN9//529e/fSoUOHm3hVN8dgMKBSqWplREen07Fo0SJ++eUXANq2bUvLli1ZvHhxseDq/PnzbNu2jR9//LFSbY0cOZKPPvpIgishxB3LYDRwIOEAR/OO4pPgc9tsMFvemigVKmbtm0W4ezgPrH2gxDr8nPzQqq5/rPN29Gb7o9tRqVTm9+V2TjhhzR5ONxs8lNfGvKGtCPNy4lRcJifjMwpGpTJI1ZW8J5SLnZZG/i408nPFRqNi8c7z5fbBx8X+pl6DTNmrfTI/qArp9LpSH7mGXLDiP1AFhZn7ZmIwGsqst7KioqLw8/Pj3XffLbesj48Pfn5+Fo+iAYhWq8XPz4/AwECioqIYPHgwmzdvLrdeRVFYsmQJTz75JI899hiLFi0qVmbnzp3cd999ODo64uHhQXR0NKmpqQAYjUZmz55NREQEdnZ21K1blxkzZkDBqJtKpSItLc1c15EjR1CpVJw/b/pPbenSpbi7u7Nu3TqaNGmCnZ0dsbGx7N+/n169euHl5YWbmxvdunXj0KFDFv1KS0tj7Nix+Pr6Ym9vT7Nmzfjpp5/IysrC1dWV77+3XBC8du1anJycyMzMLPG9WL9+PXZ2dhaB1NNPP823336LTmd5n5cuXYq/vz99+vRh+fLltGvXDhcXF/z8/HjsscdITEws830fMGAABw4cICYmpsxyQghxO9pyYQvRq6MZs3UMq3SrGLN1DNGro9lyYUuVtWEwGtgfv5/1Z9ezP36/xe/qm7Hryq4y10QpKMTr4knUJeJk40SIawjRodG81OYl/q/X//H7kN/Z/MhmxrYca3Fd4XqcwoQTFEkwYS5zGyScsGa90hs/nigze57RqKA3GMnRG8jKzScjR0+aLo/ka7kkZuZwOTWb1/93vNQ2FODFb47wwMc7eWX1nyzZeZ7dZ5NJ1elRqyDCx5n7W/jzcu8GfDG8HX9M6s6f03uz6tlOvDWwGf/t3wR/N3tKC3FUBSNkVbEmqnDK3oOtAukY7imBVQ2Tkasq1OGr0kdfugR2YUHUAg4lHip3UWmCLoFDiYfMw+p9VvchNTfVosxfI/6qVB81Gg3vvPMOjz32GP/+978JCgqqVD03On/+PL/88gu2tuXPC962bRs6nY6oqCgCAwPp1KkTH3zwAU5OTlAQDPXs2ZNRo0bx4YcfotVq2bZtGwaD6ZfYlClT+Pzzz/nggw+49957iYuL49SpUxXqr06nY9asWXzxxRd4enri4+PD2bNnGTFiBPPnz0dRFObMmUO/fv04c+YMTk5OGI1G+vfvT2ZmJitWrCA8PJwTJ06g0WhwcnJi6NChLFmyhEceecTcTuFzFxeXEvuxY8cO2rZta3Hs8ccfZ+LEiXz//fcMHz4cCgLSL7/8kpEjR6LRaNDr9bz11ls0bNiQxMREJkyYwMiRI1m/fn2pr7lu3br4+vqyY8cOwsPDK/R+CSHErawmZoRUxXT+XEMu59LPkZOfQyufVgDkG/N54dcXrLo+OTuZ7Y9ux15b8dGN2znhxL5zKWWuV1KAuPQcWrzxC2qVCqNRwaAoGI1gUJRKpSwvjau9lhZB7jT0c6GRnwuN/V2J8HHG3qbswLSm10SJ2iPBVQ27qrtapeUq46GHHqJVq1ZMmzatxFGjQjcGXiEhIRw/ftz8/K+//sLZ2RmDwUBOjuk/vblz55bb/qJFixg6dCgajYZmzZpRr149Vq1axciRIwGYPXs27dq1Y8GCBeZrmjZtCkBmZiYffvghH3/8MSNGjAAgPDyce++9t0LvgV6vZ8GCBbRs2dJ8rEcPy0W8n332Ge7u7vz222/069eP7du3s2/fPk6ePEmDBg0AqFevnrn86NGj6dSpE3Fxcfj7+5OYmMj69evZsqX0v5peuHCBgIAAi2N16tThoYceYvHixebgatu2bZw/f56nnnoKgFGjRpnL16tXj48++oj27dtz7do1nJ2dS20vICCACxcuVOCdEkKIW5u1U+q6B3ev9MhMZYK3s2lnOZ12mn9S/yEmLYZ/0v4hNjMWo2KkqWdTvrn/GwC0ai2+jr5cybpSbj+8Hb0rFVgVqomEE1Ul32Dk+JUM9p1L4X9HLlt1TVZu5UYSVSpTgGNNDPbWwGayJkqUSYKrKrT3sb2lniv8j8vaxaJFy20ctLEKemdp1qxZ9OjRg5dffrnUMjt27LAYcbGxsbE437BhQ9atW0dOTg4rVqzgyJEjvPBC2X99S0tLY82aNfzxxx/mY0888QSLFi0yB1dHjhxh8ODBJV5/8uRJcnNz6dmzp9WvtSS2tra0aNHC4lhCQgKvvfYa27dvJzExEYPBgE6nIzY2FgqCyaCgIHNgdaPIyEiaNm3Kl19+yeTJk1mxYgUhISF07dq11H5kZ2djb1/8F+WoUaOIjo4mJiaG8PBwFi9eTLdu3YiIiADg4MGDTJ8+naNHj5KamorRaNrsMTY2liZNmpTanoODQ7HphkIIUVOqI0vunrg9Vk2pm7prKg08GuBo48jgBtd/x1zMvIjeqMdR64ijjSOOWke06usfj6zZI+qN3W+QnpvOoAaDzOde+PUFYjNji13jauuKu527xbHvB3zPQ+seqpE1UdWZcIKbyLSXm2/gz0vp7DuXYsoGeD6FrLyKBUvvP9KC1iEeaNUq1CoVGrXpYf5epUKtxnxMW3BepVKxOyaZYZ/vKbcNWRMlyiPBVRVytHEst0wbnzb4OvpW6D9Qa+qtqK5duxIdHc2UKVPMQc2NwsLCcHd3L/EcBQFK4Yf9mTNn0r9/f9544w3eeuutUq/56quvyMnJsUhgoSgKRqOR06dP06BBAxwcHEq9vqxzFGQuLKyzkF5ffKGpg4ODeS56oREjRpCcnMyHH35ISEgIdnZ2dOzYkby8PKvapmD06pNPPmHy5MksWbKEp556qlg7RXl5eZnXkhXVs2dP6taty9KlS5k4cSJr1qzh//7v/wDIysoiOjqa6OhoVq5cibe3N7GxsURHR5v7WpqUlBS8vW8+G5QQQlTUzU6r0xv0nM84T0xaDGfSzhCTFkNMWow5U1551sWsA8BB62ARXL279112XN5hUdZOY2cOtqZ3nF7udP603DRm7ZvFw/UfNv+f39K7Je727tR3r0+4ezgR7hFEuEfg5eBV7PeCi53LHbEJb0Uy7eny8jkcm8bes8nsPZfC4Ytp5OUbLcq42GuJDK1D+zAPPv/9HClZeWXu4fRQm6BKBymRYXXwd7OvkX2iJI35nU2Cqxp2K+1iPnPmTFq1akXDhg2rpL7XXnuNHj168NxzzxWb6lZo0aJF/Oc//ykW0I0bN47Fixczc+ZMWrRowdatW82p3ouqX78+Dg4ObN26ldGjRxc7Xxg4xMXFmbMhHjlyxKr+79y5kwULFtCvXz8ALl68SFJSkvl806ZNuXTpkjkILMkTTzzBK6+8wkcffcSJEyfMUxdL07p1a1asWFHsuFqt5qmnnmLRokUEBgZia2trXst16tQpkpOTmTlzJsHBpv1MDhw4UO7ry8nJISYmhtatW5dbVgghqlJFptXlG/O5mHmRi5kX6Rp0feR/3NZx7Ikrf2ShNPcF3YezrTNqlWUuLwetA662ruj0OvKVfChYG5VryEWXryMlJ8Wq+ht7NibXkGuetvdOl3cq1L+aWhNVFXs4laS8THtzHm2Ju6MNe8+lsO9cCn9dSif/hnl4Xs62RIbVITK0DpFhnjT0czH3LdTTqVrXK8maKFFVJLiqBbfKotLmzZvz+OOP89FHH5V4PjEx0byWqpCnp2ex6YGFOnbsSIsWLXjnnXf4+OOPi50/cuQIhw4dYuXKlTRq1Mji3LBhw3jzzTd5++23mTJlCs2bN2fcuHE8++yz2Nrasm3bNgYPHoyXlxeTJk3ilVdewdbWls6dO3P16lWOHz/O008/TUREBMHBwUyfPp0ZM2Zw+vRp5syZY9X7Ub9+fXMWvoyMDCZOnGgxWtW5c2e6du3KoEGDmDt3LhEREZw6dQqVSkWfPn0A8PDw4OGHH2bixIn07t273IQhhaOHqampxVLjP/XUU7z55pu8+uqrDBs2zNyXunXrYmtry/z583n22Wc5duxYmaOFhfbs2WMejRNCiJpizbS613e+zuYLm4lJi+Fc+jnyjKZR+N3DduNsa1pHWs+tHn8l/WUeASocDQpzC+OJ9U+UOyNkXvd5Jf7hcs59139H5BnyTFl583Vk6bPINeSSnZ9t1et8vvXzN7UeihpYE1XRPZysZU02vwnfHS12zt/Nng5hpkCqQ7061PNyKnW2R02sV5I1UaIqSHBVS26VRaVvvvlmqftSlTSiVdrmtoXGjx/PyJEjmTRpknlUpdCiRYto0qRJscCKgiQbzz//POvXr+eBBx5g06ZNvPrqq0RGRuLg4ECHDh0YNmwYAK+//jparZapU6dy5coV/P39efbZZ6FgXdjXX3/Nc889R4sWLWjfvj1vv/12qWu4buzfmDFjaNOmDcHBwbzzzjvF1qStWrWKV155hWHDhpGVlUVERAQzZ860KPP000/z1VdfWSSdKE3z5s1p06YN3333HWPHWqbQrVu3LlFRUWzatMmiLm9vb5YuXcqrr77KRx99RJs2bXj//fd54IGS9z4p9PXXX/P444/j6Fj100yFEKI01mTJvaa/xvpz17Od2mvsCXcPJzUn1RxcjW87nsmRk0v88F1VM0JsNbbYamxx5/qUeIPRUOHp/DejutZEVXSfqHyDkcwcU8ryjOx8MnP0pu9z8snI1pvPZebkcz4pq8xsfoV8Xe24r4GPaXQqrA5BHsWn6JelcL3S7n8S2bRjL727dKBjhE+VjibJmihxs1RK0cUpAoCMjAzc3NxIT08vtoluTk4O586dIywsDHt7e4xGIxkZGbi6utbKJrSiZlTkPi9fvpzx48dz5coVq1LT//zzz0ycOJFjx45V27+hpKQkGjZsyIEDBwgLC6uSOm/8Wbjd6fV61q9fT79+/UodnRW3P7nPNe/rk1/zzr7yp8hFh0TTv15/IjwiCHQOLDZ9rzwlrenyc/SrkhkhhdMaKTLaRpHgrSpSvVcng1Hh3lm/lhkA2WhUhNRxJDM3n8ycfHQVTCZhjQ+Htqp0pr2i5Of47nAr3eeyYoMbyciVEFVEp9MRFxfHzJkzGTt2rFWBFUD//v05c+YMly9fLjbaV1XOnz/PggULqiywEkKIsuiNen6/9Dtrzqxhx6UdVlwBQxoNuakRm8IZIfuu7GPz7s306tiLyIDIKpkRUpPT+atqTVTytVyOX8ng2JV0fv/7arkjS3qDwj9Xs4odd7TV4Gpvg4u9FleHgq83PE/KzGXxzvPl9ulmM+0JcTuQ4EqIKjJ79mxmzJhB165dmTJlSoWufemll6qtXwDt2rWjXbt21dqGEEJQsL/TqF9GkZyTbD5mo7ZBbyyeuZVqSDPezrcdibaJtPNtV6VT7WtiOn9l1kQpikJ8Rg7HL5sCqWOXMzh+Jd2qaXo3er57OH2a+ZuDJxd7LVpN+SOIBqPChmPxNZJpT9Qu/ZUr5JeQ5biQ1sMDm1KSmlW0/vz8fOwuXybnxAnytdoqqb8mSHAlRBWZPn0606dPr+1uCCFEjdLpdVzMvEjDOqZ1usGuphF4T3tPHoh4gIciHiImLabMaXW3Q5pxqnmPKGvWREU39SM2RWcOoI5dyeD45XSSs0rehiPMy4mmAa642Gv5et/FcvvQOcKbZoFuFe67ZNq7NdRE4BPTpy9KGdu+qGxtCd+4oVLtlFR/CHDpo/lVUn9NkeBKCCGEEBWiKArHk4+z+sxqNpzbgIutCxsf3ohGrcFGbcOi6EXUda2Ljdq0TiLMLeyWyJJ7q7Im296/vz6MrVbNtdzia6E0ahX1fZxpGuBG0wBXmgW60djfBRd7G3P92/++Wq0jS5Jpr3ZVd+ADkJ+aWmb9AEpeHvmpqZVqo7rrrykSXAkhhBACg9FQ7pS3tJw0fj73M6vPrOZM6hnz8Tr2dYjXxRPobEpWEO4eXqz+WyVL7s2ojj2i0nR5/PhnXLnT+PIMCnkGA7ZaNY38XGga4EazQFeaBbjR0M8Fe5vS38eaGlmSTHu1p7oCE0Wvx3DtGsaMDHJjzlp1Tfq6H9Ht2w9AnSceR1WQjOLa77+XWYdDq5ZW9+tWJsGVEEIIcZcrKdOer6MvkyMnm0eVvj/9Pe/sfce8dspWbUuv0F48HPEw7fzaWZXdrzqn1VW3yu4RpSgKV6/lciFZx/mkLGJTdJxP1nEhOYvzSVlk5ORb3YdJfRoyuks9bKxYB3WjmhpZ0qhVdAz3rJK6RNXLPnSIvLPnMF7LxJCRiTEzAyXfgO/kSeYyV6a8StbOnRgyM1GyrdvnrajUL780f+8xbKg5uMr4+WfS/7eu1OuC58+yroHMBKBphftVUyS4EkIIIe5ihWnGb9zDKUGXwPjt4/ngvg+IComigUcD9EY9jes05qH6D9EvrB9udhVfn3M7Km891CePtaFlXXcuJGVxIUXH+eQsLiSZvsam6MpNa+7haEOqruSEH0W1CvaoVGBVSEaW7lxGnc6qcgkzStgWQavFZ9Ir5j3HDJkZ5CcmWhRROzqisrfHkJJSbhtOXbugcTftFacqssWMQ+vWlLUDlMpg3WsgJ926crVEgishhBDiLmUwGpi5b2aJm+MWmrVvFt2Du9PcqzmrH1hNA48GNdrH2mbNeqhxXx0qsw61CgLcHQj1dCLE05FQTyfqFn6t44itVs29s36tkWx7MrJUe6o64UTa6jVc27GDnBMn0MfGWnWNbb16aH180Lg4o3ZxNX/FaASNaWqpz4QJeI8bh9rFBY2LC2pnZ1RaLdnHj3N+0CPltuH94os4NC0+suQxdCgeQ4eWel329h+seg23OgmuhBBCiNuANWuirKEoivkv1IcSD1lMBSxJvC6eQ4mHaO/X/q4MrL7dH2tVWnONGkLqmIKnkCJBVIinI0EepgCqLJJt785WmYQTiqKQHxdHzsmT5Bw/Qc7pvwmaNw9VQVpy3b59ZG7cWKF+BLw3u8TApyi7evUqVGeVyM+DjEs13241kOCqFlR3qkxxe3jyySdp3Lgxr776apXVGRoayksvvcRLL71EXl4eDRo04Pvvv5c9roS4zVmzJupG2fnZXMi4wLn0c5xNP8u59HOcSz+HVq3l2/u/BeCq7qpV7Vtb7nZnNCqcTsxkd0wyu2KS2Xs22eo1Ue8/0pKH2gRVum3Jtlf7qvPzmbUJJ67t3o3+/HlTMHXiBIa0NIsyuWfPYt/A9EcO1/v7Y9egPvZNmoBKTezIkZXqm9Uyy/5DjGW5UgI4RYH0S5B4AhKOF3w9AUmnIQnAuyp7XCskuKphNZEqszRXr15l6tSp/PzzzyQkJODh4UHLli2ZOnUqnTt3hoIP5xcuXADAwcGB8PBwXnzxRUaPHm2uZ/v27XTv3p3U1FTcC+bUWis6OpotW7awZ88e2re/PRc1V4WjR4+yfv16Fi5cCEDz5s3p3Lkzn376abGyy5cvZ/To0Vy+fBkvLy+r27C1teXll19m0qRJbN26tUr7L4SoOaWtiUrUJTJh+wTe7Pwm9T3q09Tz+oeZcVvG8cflP0qc7qdVa8k35qNVa/F2tO6DjLXlapvBqLD3XAoHk1R4nkuhY4RPmaM9iqIQczWL3WeT2ROTzO6zyaTcsGeUvY2aHL2x3Lb93Bxuuv+yJqp01b25bG1+Pisq56+/SPvm2+sHtFrswsOxb9IE+yZN0Na5PjXUuUsXnLt0ASB7z6/WNXATySC0dkZUagXFWPq/R5VaQWtX8POSnVY8iEo8Cbklr5nSOjtbV7+bS6X6X1MkuKphtZnDf9CgQeTl5fHll19Sr149EhIS2Lp1K8nJyRbl3nzzTZ555hl0Oh2rVq3imWeeITAwkL59+95U+7GxsezatYvnn3+exYsX13pwpdfrsSnIYFPT5s+fz+DBg3F2dgbg6aefZvr06XzwwQc4OFj+gl6yZAkPPPBAhQKrQo8//jj/+c9/OH78OE3LmQYghLj1lLUmqvDY6ztfx1Zty77H95mnCTrZOKGg4GbnRj23eoS5hRHmGkY993qEuYaZM/u18WmDr6MvibrEEttQocLX0Zc2Pm2q/bXeLMtsfhqWnTlQLJufoijEpujYXRBI7Y5JJjEz16IeBxsN7UI96BjuScd6njTxd+W+97fXyHooZE1UiWpic9mKfj4z5uSQf/UqhrR0DGlpGNILvhZ87zFsqHl6XdratcS/+aZV/bAPD8R9yBBzMGXXoD5qO7tyr6tw4FMJNr5ehPdPJD+39CmuWjsjNgdnw7Z/Q8blkgupteDVAHyagG8T8GkKvk2w0SUTru9Zfv2+Ff88VJMkuKpCZWZq0Wis+uGwtl61o2OF6khLS2PHjh1s376dbt26ARASEkJkZGSxsi4uLvj5+QEwadIkZs+ezebNm286uFqyZAn3338/zz33HPfccw9z5861CCTS0tKYNGkSa9euJT09nYiICGbOnMn9998PwM6dO/nvf//Lvn37sLOzIzIykm+++QYPDw+L6XCFWrVqxcCBA5k+fToAKpWKBQsWsGHDBrZu3crEiRN5/fXXGTNmDL/++ivx8fHUrVuXcePG8eKLL1r0ffHixcyZM4ezZ89Sp04dBg0axMcff8yoUaNITEzkp59+MpfV6/UEBgby7rvv8vTTTxd7HwwGA99//z0rV640H3viiSeYNGkSq1ev5oknnjAfP3fuHNu3b2f9+vXExMQwYcIE9uzZQ1ZWFo0bN+bdd98lKqr0zTc9PDzo3Lkz33zzDW+99VYl7poQojZZsyYKwNXWldTcVLwcTB86JrSdwJQOU6hjX/YHfo1aw+TIyUzYPgEVKosAS1Ww2mdS5KRbfi+qsrL5PbviECM6hnAt18Ces8lcTrNMLW2rVdO2bkEwFe5JyyD3YuujZD1U7arKP0wrioKSnY1Rp8OYlYXWxwe1Q8VHHdNWrybhrbdLPe/UIdIcXKm0Nig661Ka2wd74fHkMxXuj9WBz42BiSEf9FmQpwO9DvKyLL/qs69/nxyDjZMBG6eys19yae/1792CiwVReNYHrW3x63Qp1tV/i5Pgqgr93aZtqeecunWl7v/9X6Xq/adnFIYb5gA3PnWyQnU4Ozvj7OzM2rVrueeee7CzItAzGo388MMPpKamYmtbwg9BBSiKwpIlS/jkk09o1KgRERERfP/99zz55JPmtvr27UtmZiYrVqwgPDycEydOoCnIXHPkyBF69uzJqFGj+PDDD9FqtWzbtg2DoWI/gNOnT2fmzJnMmzcPrVaL0WgkKCiIVatW4enpya5duxgzZgz+/v48+uijACxcuJAJEyYwbdo0Bg4cSGZmJjt37gRg9OjRdO3albi4OPz9TX8Z/emnn9DpdAwZMqTEPvz555+kp6dbrIPy8vLiwQcfZPHixRbB1dKlSwkKCqJ379789ddf9OvXjxkzZmBnZ8eyZcsYMGAAf//9N3Xr1i31NUdGRrJjx44KvU9CiFuDtWudJrafaA6sAPydrV+fExUSxdz75pa4pmtS5KRS13TdKqzJ5vfl7gvmY1q1itZ13elYz5N7wj1pU9ejzA14kfVQVrkV1pOnLFmC2sEBzzFjsA0OBiBtzQ8kf/aZOZgy6nSmdT8F6i5ditM9HSrclsbNHZW9PRp3dzRubqavRb63Cb7+e9m5y70ETnuJy2/MK7/i7BRIjgFDHuTnFvmaa0r6YPG1yPm0WOsCk28fN2UG1BcEU4ayg9ZKuXc8NOgDPo3BvgLbNTh6gtbO9HpKo7UzlbuFSXB1l9BqtSxdupRnnnmGTz/9lDZt2tCtWzeGDh1KixYtLMpOmjSJ1157jdzcXPLz86lTp47FmqvK2LJlCzqdjujoaCgYqVm0aJE5uNqyZQv79u3j5MmTNChYqFmvSLaa2bNn065dOxYsWGA+Vplpbo899hhPPfWUxbE33njD/H1YWBi7d+/mu+++MwdXb7/9NhMmTODZZ5/F1dUVtVptntLYqVMnGjZsyPLly3nllVegYISu6JS/G124cAGNRoOPj4/F8aeffpq+ffty7tw5wsLCUBSFL7/8khEjRqBWq2nZsiUtW17fvfytt97ihx9+YN26dTz//POlvuaAgADzOjohxO2lptZERYVE0T24e5VkI6xpvxyPtyqb3wMtA3ikbRDtQj1wtK34xx9ZD1W6qlyvpOTno49PQH/pInkXL6KPvUj28WNW9SPjp58BcB0wwBxcGbN15J0/X2J5taMjir78/cVK4tq/H27397eqrMZBi419lnUVb5gEeyvXJ6ukl5KRT6UGGyewdQQbR7B1KvjqeP24PhtO/VTy9UU1GQgBrSreN/dgeP4g6EzLVfT5+ezcuZPOnTtjU7C2DkdPU7lbmARXVajhoYOln9RU/hdUxNYtlb62qEGDBtG/f3927NjBnj172LBhA7Nnz+aLL75gZJEMMxMnTmTkyJHExcUxceJExo0bR0RExE21vXjxYoYMGYK24Idj2LBhTJw4kZiYGMLDwzly5AhBQUHmwOpGR44cYfDgwTfVB6DErHmffPIJixcvJjY2luzsbPLy8mjVyvSfQmJiIleuXKFHjx6l1jl69Gg+++wzXnnlFRISEtiwYQO//lr6wtLs7Gzs7OzMqZAL9erVi6CgIJYsWcKbb77J1q1biY2NNQeD165dY/r06fz888/ExcWRn59PdnY2seXsbeHg4IDOys0FhRC3jpScFH6M+REfBx+uZl+t9jVRGrWG9n63fqKh+PQc9pxNZu+5ZPacTeFcknUfWns29qFrg5sLQmU9VMkqOm3PkJmJ/uJFbOqGoHF2AiDth7UkLVyI/soVyLcuQ+ON3B4aiG1IiEUA5xIVhX3DhqgdHVE7OZm/quztLTa4rWgmvBt/hwOgzzFlvbt6ypTAIbHga9oFSLGxLhOeSgO2dqCxNY3SmL/amabSlfjVDnIz4OSP5dc/4CPwb1E8kNLYQkmvqagrR6wLrm6Ge/D14EmvJ93xMvi3hFpaI18ZElxVoYqug6qNeu3t7enVqxe9evXi9ddfZ/To0UybNs0iuPLy8iIiIoKIiAhWrVpF8+bNadeuHU2aNKlUmykpKfzwww/o9XpzdjwK1h4tXryYGTNmFEvicKPyzqvV6mK7futL+GuUk5OTxfNvvvmGl19+mTlz5tCxY0dcXFx477332Lt3r1XtAgwfPpzJkyeze/dudu3aRVhYGF0KsveUxMvLC51OR15ensV0S7VazciRI/nyyy+ZPn06S5YsoXv37uYRvJdffpnNmzfz/vvvExERgYODA4888gh55fxCS0lJwdv79sj0JYQwiUmL4V9b/8Xla5dp7dOaq9lXb+s1UYUMRqXCIz9x6dmmYOpsCnvOJnM+2fKPRTeugyqNj4v9TfZe3Kwrr0zCkJSEId2ULa7u4kU4depkPl+4Ea7KxgaboCBsgoOwDQoGGxtSv/yy3Po9nnii2B5ONr6+2Pj6lt+5nJIz2JVYzqCH5H9Mme8ST8LVgq8pZ0EpOWGE1tXKTHgjV0LrSkzFvXLEuuDKv2XlRpWE1SS4uss1adKEtWvXlno+ODiYIUOGMGXKFP73v/9Vqo2VK1cSFBRUrJ1NmzYxZ84c3nzzTVq0aMGlS5c4ffp0iaNXLVq0YOvWrRZT+Iry9vYmLi7O/DwjI4Nz586V27edO3fSqVMnxo0bZz4WExNj/t7FxYXQ0FB+/fVX2rYteU2dp6cnAwcOZMmSJezevbvYtMMbFY6KnThxwvx9oaeeeoq3336bNWvW8MMPP/DFF19Y9HXkyJE89NBDUDCSdb6UqQ5FHTt2jNatW5dbTghxa9h1ZRcvb3+ZTH0mwS7BTO80nbNpZ2/bNVGFLLP5mdyYzQ/gSpopmDKNTqVw4YZgSq2CZoFudAirwz31PGld14P+H+2osWx+t6uqXhOlGI3kJySQd+ECWbt2W3VNXpHfrxpPTwzXrpmfO9/bmbrLvsQ2OBitr6/FqFL2nl+tCq5uJs241TZPhd+fAWMpU/fs3U0JHHwamb56NwKfxtikXyI8t8ftnQnvDlkTVd0kuKphWg8PVLa25c5L1np4VGm7ycnJDB48mFGjRtGiRQtcXFw4cOAAs2fP5sEHHyzz2hdffJFmzZpx4MABi2l1f/31Fy4u1/caUKlUFmuCCi1atIhHHnmEZs2aWRwPDg5mypQpbNy4kf79+9O1a1cGDRrE3LlziYiI4NSpU6hUKvr06cOUKVNo3rw548aN49lnn8XW1pZt27YxePBgvLy86NGjB0uXLmXAgAG4u7szdepUczKMstSvX59ly5bxyy+/EBYWxvLly9m/fz9hYWHmMtOnTzevtxo4cCBZWVns3LmTF154wVxm9OjR3H///RgMBkaMGFFmm97e3rRp04Y//vijWHAVFhZGjx49GDNmDHZ2djz88MMWfV2zZg0DBgxApVLx+uuvYzSWn1J1x44dkilQiNvEd39/xzt738GgGGjj04Z53efhYe9BPbd6t+2aKKzM5qfLM7DnXDIXUyyzqqlV0DzQjQ71PLmnXh3ahdbB1d5yipBk8ytbZddEKYqCISnJlLih4Pd91q5dJMycRV5sLEpO+WvdivKZNAmnTp2wDQpEfcNMEq23N9rSZllUZFSpNAa9ad+lnLQSv2pj/rRuZCnvMtgYwNbZlLDBu5FlMOXsW/L0uvRL1ZsJryYCnxvWRJXaj1t8TVR1k+CqhtkEBBC+cUONZ9RxdnamQ4cOfPDBB8TExKDX6wkODuaZZ57h1VdfLfPaJk2a0Lt3b6ZOncr69evNx7t27WpRTqPRkH/DPOmDBw9y9OhRPv/882L1urm50bNnTxYtWkT//v1ZvXo1L7/8MsOGDSMrK8ucih2gQYMGbNq0iVdffZXIyEgcHBzo0KEDw4YNA2DKlCmcO3eO+++/Hzc3N9566y2rRq7Gjh3L4cOHGTJkCCqVimHDhjFu3Dg2bNhgLjNixAh0Oh0ffPABr7/+Ol5eXjzyyCMW9URFReHv70/Tpk0JsOLejR49mmXLlpWYiOLpp59m69atjBs3Dnv769NY5s6dy6hRo+jUqRNeXl5MmjSJjIyMMtvZvXs36enpxforhLi1GIwG5h6cy7ITywAYUG8A0ztNx1Zzferw7bIm6kYVzeanUatoFujGPfXqcE+YJ+1CPXCxL3u9xZ2Qza86s+1ZuyYq7YcfTAklLlwg7/wF8i5cwJiVhf/bb+Fe+HtEoyX39OmCTmmxDQxE4+lJ9qFD5fbDMbI99g1LXltdFq2bi3WBT8waSNsC2anFgyh92WvzbIDw/pryR5YGvQON+plSjJe3Rqmo6g5+airwKbomSpRIpdy4UEWQkZGBm5sb6enpuLq6WpzLyckxZ3Ozt7fHaDSSkZFhziIn7kzl3edr164RGBjIkiVLLEabSpOdnU3Dhg359ttv6dixYzX1GoYMGULLli3LDaAr48afhdudXq9n/fr19OvXr9Y2lxbV71a9z8nZyTz646MkZifyfKvnGdNiTMkL5m9Du2OSGfb5nnLLDWgZwMNtAmkXUn4wVRqDUWH3P4ls2rGX3l060DHC57YYsarKbHs3UhQF3f79xA4ve1ZF6Q2r8H7pJbzGjgHAcO0a2QcPYhsaik1AACobG7KPH+f8oPL/iBe6+vtia6Kscvkw+nlWbC5rzaiQnRs4uJmm7zm4X/+anwd/flP+9WN+q/yapbSLMupTAbfS/9dlxQY3kpErIW6C0WgkKSmJOXPm4O7uzgMPPGDVdQ4ODixbtoykpKRq61teXh7Nmzdn/Pjx1daGEKJqeDp4Mr/nfGIzYukT1qe2u1MlziRksv6veL7dX3ZG00JRjX3o3tDHipKl06hVdAirQ/JJhQ63UZr0ym6SqygKhrQ08uPj0cfHYxsUhF39+gDk/H2ayy+9hD4hAcXKjLH2zZph36QJtiEh2IaGmAKo4GDURZIvaZydce7WrdKv1WppsRCzDc5uh5it1k2pazEUvBsUD5zs3cHBw7TnUmlTaa8csS64uhky6nNXkOBKiJsQGxtLWFgYQUFBLF261Jxq3hr33XdftfbN1taW1157rVrbEEJU3vHk48RnxdOzbk8Amng2oYln5bKy3goUReFUfCYb/opj/bF4/km8ZsVV10k2v/LlJ17l8tJXTMFUQgL58fEWQZnn2LH4jH8JALWTI3lWTI8vyu+N6ZUaWTKtJ7dBySt9fyaVrU3Z68mzU+HcDjhbEFClnK1wP7jnOcmEJ2qdBFdC3ITQ0NBiKeCFEKI8Wy9sZfKOySgofNn3S5p6VnOGs2qiKArHLmew/lgcG/6Ks0iTbqtR06W+F72b+jJ382kSM3Ilm18plNwy1uFYliTjx+LptjWentj4+qKtcz14sfH1pe7Spdj4+ZKfksKFxx6vwh5bsnE0EN4/kfys0ven0jppsXEsMvKUnwsX95oCqbPb4cphyzTmKg0EtYd694FrIPz4Qon1VhnJhCeqiARXQgghRA1RFIUlx5cw7+A8FBQ6B3Smrkvd2u4WVGAPKkVROHIxjQ3H4ln/VxyXUq9n97PVqrmvgTf9mvvTo7GPOaufm4PNbZ3NryqTTSiKgqLTmbPl5V24wIUnh1t1rdajDj4TJ6L188XGzw+trx9aH2+LaXuFVDY2ON3TAQBDlnUbLVeaLhkbu2xs7MoqpDcFU8d/MAVTF3ZBvmVmSLwaQnh3U0AV0hnsC9a2XDlSnb03kUx4oorUenD1ySef8N577xEfH0/Lli2ZP38+kZGRJZY9fvw4U6dO5eDBg1y4cIEPPviAl156yaKMwWBg+vTprFixgvj4eAICAhg5ciSvvfZalS4OltEKcbeTnwEhKkZv0PP23rdZc2YNAEMbDmVS5CS06lr/VVzuHlRGo8LB2FQ2/BXPxmNxXClSzt5GTY9GPvRt5k/3Rj442xV/PdWdza9o8JOfn4/d5cvknDhBfsFU7ZvJtHezySYMmZlk//kn2UePkn30KDlH/8S5W1cCZs0CwCYoCJWNDYrBimQMNlo8nx5V8ReRmWBFoRrYJ2r105bPnX1NgVS97lCvG7iWco9qalRJ1kSJKlCr/6N/++23TJgwgU8//ZQOHTowb948oqOj+fvvv/HxKb6oVafTUa9ePQYPHlzqIv1Zs2axcOFCvvzyS5o2bcqBAwd46qmncHNz49///vdN97kwW4lOp8PBweGm6xPidpVX8EHDmv3EhLjbpeemM2H7BPbF70OtUvNK+1d4vHH1TdOqiPL2oOrWwJuTcRkkZl7/YOtkq6FHY1/6NfOjW0NvHG3L/zjRp5k/vZr4WTU6VhElBT8hwKWP5pufVzbTHpVMNqEoCvFTp6I7fJi8mLNwwx+jck6cuN43jYaghQu4+FQlgiYrae2M1qUytyth70SDHnIzIe8a5F4r+D7T9H3hsaTTVnbEHsK6FQRU95n2ibLmD983jCrp8/PZuXMnnTt3xqZwrbOMKolbRK0GV3PnzuWZZ57hqaeeAuDTTz/l559/ZvHixUyePLlY+fbt29O+vWmPj5LOA+zatYsHH3yQ/v37Q8GamK+//pp9+/aV2o/c3Fxyi8x3Ltw7SK/Xo9cXX5zp4uJCQkICRqMRBwcH8vLyyM7OvmPS5oriFEWR+1yE0WgkMTERe3t7FEUp8efkdlP4Gu6E1yJKV1v3+btT37Evfh+OWkfe7fwuXQK73BL/1gxGhenrjpe5B9Vvp68C4GynpWcjb/o09eXeCE/sbTTmkhV5Le3qugKm6V5GQz7Gm9xTNefqVauCn5yrV6G0TWrLcOP+jaVJ+vwL/N6bbX6uO3KUvH9iANAGBWHfooXp0bIFdg0bWrxniqOj1X2p1L8bT3fTmqhyUplr9kxH2T3NFDQVBFAqg7Xrwcqnf2ItBLa7fsDK9xYAJz/To+DnN93xMnqvJlA0Rfct8DMlqs6t9Hu5In2oteAqLy+PgwcPMmXKFPMxtVpNVFQUu3fvrnS9nTp14rPPPuP06dM0aNCAo0eP8scffzB37txSr3n33Xd54403ih3ftGkTjqX8h+fi4kJWVpbsbSXuWnq9nqtXr/Lnn3/Wdleq1ObNm2u7C6IGVMd9NipGzuefJ1PJxEXlQqg2FLXK9DvCS/Gig20H2tu1J/NoJuuPri+3vppwJl1FfEb5o8/3BxvoHpCPVn2RvHMX+bViSeiqld3ly4RYUW7nzp3knj9f7Ljm2jXU2dmo9HrUen3B13xUej2q/HzyfH2sqj9j82YOrVsHBSMpTh3vgc6dyAkOxuDsfL1gbKzpUYQ2NY1QrRZ1GcGGUavl98NHyC/hNZTGVp9BHd0/+KUdJMSaVOYJf5V6yqCyIV9jT77aoeCrPfkae/RqB9SKnoD08jcR3rl7H+mOiVb3vzzy//Xd4Va4zzortzOgNoOrpKQkDAYDvr6+Fsd9fX05depUpeudPHkyGRkZNGrUCI1Gg8FgYMaMGTz+eOnTL6ZMmcKECRPMzzMyMggODqZ3795lbhRmMBjIzs5m165ddOrUqUJpuMXtJT8/X+5zESqVChsbmzvqjwt6vZ7NmzfTq1evWt+sUFSf6rrPWy9u5b2D75Gou/7B0d3WnUntJxEdEg3A/dxfZe3drKzcfH4/k8QfOy8A6eWW73FPKwa0uLl1UdUl58QJiymApQlbvgIMBlAU6u3aaT5+5YUX0G3/rdTrglau4BLl11/n6afp07s36sJN1fv1s/YlAKBv1whDwsVSz2t8g2nQsE3pFRj0kHgc9eWDqC7vR3XpAKo06wMxgPzu08C3Kdg5o9g6g50L2DqbHhob1IBtwcNC3FFY3LPc+jt37gz+LSvUp5LI/9d3h1vpPhfOarPGHfcp8bvvvmPlypV89dVXNG3alCNHjvDSSy8REBDAiBEl705uZ2eHnV3xFDc2NjZl3kwbGxs0Gg35+fk4OzvX+o0X1Uev18t9vkuU93Mv7gxVeZ+3XNjCKzteQblhcl1aXhpTdk7BTmtHr9BeVdLWzUjX6dlyMoGNx+P5/fRVcvNLWF9TCn93p1vq50JRFPLOn0d34ADXtmyx6hpjkWx/WrUaVcF6Ua2rK2oXF1T2dqjt7K9/dbBHbWePxsqp4O7RvbFzcancC0q7iM3aAeUnbHj+4PV1RdcS4eI+uLQPLh2Ay4eKZ98D8G4EderB3+WPlmrr96jcPlFW/tHRRqu1nMZ3k+T/67vDrXCfK9J+rQVXXl5eaDQaEhIsM9gkJCTg5+dX6XonTpzI5MmTGTp0KADNmzfnwoULvPvuu6UGV0IIIURlGIwGZu6bWSywKmrW/ln0qNsDjbrmk79czcxl04l4Nh6LZ3dMMvnG6/2sW8eR6Ka+rDl0mZSsvGrdg6oqUpnnnjtH1s5d6A4cQHfgAIakpAr1IeC997Bv2gS1nR0UGXUPnD27zOuyjx+vUDuVoksuO7CiYF+ofZ9BxhW4tB/SLhQvY+cGQe0gONK0R1RgW3BwN6UytyK4qjTZI0oIs1oLrmxtbWnbti1bt25l4MCBULBIfuvWrTz//POVrlen0xWbqqTRaDAarf8LnRBCCGGNQ4mHSNCVneY6QZfAocRDtPdrf1NtWbsP1eW0bH45Zgqo9l9IsUhU19DXhehmfvRt5kcjPxdUKhVtQzyqdQ+qyqQyV/LzyTl5EruICNQFmXnTVn1PyuLFFtc4tGyJbWgIaau+L7cftvXCsKtXr9Kv45aw66MiT1SmUang9hAUaQqoPOtbBI41RvaIEsKsVqcFTpgwgREjRtCuXTsiIyOZN28eWVlZ5uyBw4cPJzAwkHfffRcKkmCcKEhfmpeXx+XLlzly5AjOzs5EREQAMGDAAGbMmEHdunVp2rQphw8fZu7cuYwaVX0pToUQQtw9krKT0Bv0+Dv7c1V31aprrC1XmvL2oTp79Robj5sCqj8vWa6hahnkRnQzP/o09aOet3Oxuqt7DyprU5lf27kLQ3ISuv0H0B0+jKLTEbzoC5w7dwbAqWNHcv/+G8f27XBs1w775s1R29mRffy4VcFVZWk9PFDZ2qDklZ4tTGVrg9bDo+KVX7sKV0/CP1utKx8UCRFRpoAqsC3Yu1l3XU2MLMkeUUJAbQdXQ4YM4erVq0ydOpX4+HhatWrFxo0bzUkuYmNjLUahrly5QuvWrc3P33//fd5//326devG9u3bAZg/fz6vv/4648aNIzExkYCAAMaOHcvUqVNr4RUKIYS4VRiMBg4kHOBo3lF8EnyIDIgsd6qeUTFyNu0sh68e5kjiEQ4nHuZi5kUG1R/E9E7T8Xa0LrW3teVKUto+VHEF+1D5u9lbBEUqFbQPrUOfpn5EN/Mj0L38PRmraw+qioh//XWL52pXV4upf85d7sW5y73FrjMFP7bljoxVKvgBbBwNpjTmWaVn8tM6abFxLCMT37WrcPWU6ZF48vr3ZY30lKTfe5VbEyUjS0LUmFpPaPH888+XOg2wMGAqFBoaiqKUPq+dghTp8+bNY968eVXaTyGEELevLRe2MHPfTPMUvlVbV+Hr6MvkyMlEhUQVK6836nlp20scSTxCRp5lligVKtJy0wBo49MGX0dfEnWJJa67UqHC19GXNj5lZHkrg8Go8MaPJ8pY0WUKsjQq6BThRd9m/vRq4ou3S/EkTeXRqFV0DK+9NTFqd3ec7rkHx3btcGzfDrv69VFZMcXNJiCA8I0bzGu68otsMFuY3dWaNV2l0iVjY5eNTZlvqd4UuNg4XA+eEk/C1b9NI1OlBjUq8AgBlwCI3VW5/llLRpaEqBG1HlwJIYQQ1WnLhS1M2D6hWPCTqEtk/PbxPNX0KQyKgXxjPlM6mPZetFHbEJsRS0ZeBg5aB5p7NaeVTyta+7SmhXcLXG1N23Ro1BomR05mwvYJqFBZtKEqWLU0KXJSpZNZ7DuXYjEqVZr/e7IdUU18yy1XkwyZmWTt3En6/9ZZVb7uF1/g0KxppdqyCQgwB096vZ7c8+exb9KkZjOMLXsAckpLa18QRHk3Bu+G4NPYtF7KqwHYOpoSTnzWreb6KoSoNhJcCSGEuGOVlc2v8NiS40sAcNA6MLH9RLRq06/GKR2m4GrrSsM6DbFRl/4hPSokirn3zbUYGQPwdfRlUuSkEkfGyu+3ws5/kpi7+bRV5bPySp+yVtOUvDxinxmD7uBBKGNT3GJqbgZi9chJLxJENTI9bgyihBB3PAmuhBBC3LGsyeYH0D24O71De2NUrmeW7RTQyep2okKi6B7cnUOJh7iqu4q3ozdtfNpUeMTqYoqOVQcvsfrgJS6nlbBnUSl8XOwr1E5RN5Mm3ZidTdbevehjL1Jn+JNQsL7JmJkJ+fnYhoVh36wZGT/+WOn+1SpdCpy0buSNhz+DRveDrVPF25FU5kLcMSS4EkIIcUdKzk7m21PfWlW2T2gf+tXrd1PtadSaSqVbz9Eb+OV4PN8duMjOf66vzXFzsOGBlv5sOBZP8rXq2YeqMmnS8y5d4tr237j2+2/o9u5Dyc1FZWOD+6CHUTuZAgu/qa+jqVMH27p1yT5+/PYKrvTZcHoj/LkKzmwCY+lZAi14NaxcYIUknBDiTiLBlRBCiDvK3yl/s+LkCtafXU+esewU4IVuJptfZR27nM53By6y9vBlMnKuT5+7N8KLwe2CiG7qh72Nhs4RXtW2D5W1adLzU1PJ2rWL5CVLyYuJsTivDfDHuVs3jDqdObhyaHU9o111Z/OrEkYDnPsd/loFJ9ZBXub1c3XCISWmrKurhiScEOKOIMGVEEKI257BaOC3S7+x4uQK9sfvNx9v5tmMS9cukZ6bXi3Z/Cz7UP4mv+k6PWuPXOa7Axc5fuV6FsJAdwceaRvEI22DCK5juTanuvehspZRl20KrDQaHFu3xvm+bjh364ZtRAQqVenB3Y3Z/EpyU9n8KktR4MphU0B1bDVcKzJ91C0Ymj8CzR8FQ54kmxBCWE2CKyGEELe1XEMuj6x7hPMZ5wHQqDT0CunFE02eoKV3S3O2wOrI5leorE1+ezfxY1dMMt8duMjG4/Hk5ZvWddlq1PRu6suj7YLpHOFV5ujTrbAPlUt0b7TeXjh17ozG1bVC1xbN5lct0i5en1KXn4+b7jzEHYWCVOwWU+pSzpqm/P21CpLPXK/DwQOaPmQKqII7QGEa+LSLsh5KCGE1Ca6EEELcdpKzk/F0MH2YtdPYUd+jPik5KTzS4BGGNRqGn5OfuWx1ZPMrqrxNfj2dbEnOuj4lrpGfC0PaBzOwVSAeTrZWt1Md+1AZr12zuqyNry82fftWaftVIu0ifNzWHPzYAPcB/F2kjMYOukyAM5vh8oHrx7UO0LAvtHgUwnuCtoT7IeuhhBAVIMGVEEKI24KiKBxIOMCKEyv4/dLv/G/g/6jrWheASe0n4WLrgqNNyemuC7P57buyj827N9OrYy8iAyJvesTKmk1+k7PycLbTMLB1IEPa1aVZoGuZ0+iqm5KXh8rWFEQoRmO55W95uuSyR5UADLmw/V3T9yo11LvPNELV+H6wcym/DVkPJYSwkgRXQgghap3BaCg1jXmuIZcN5zaw4sQK/k69Phyx68ouc3Dl61T+BroatYZ2vu1ItE2knW+7mw6sqMAmv5883oZuDXxuur3Kyr96lYxfNpGxYQMqtZqQ5csAKjy977bm1QjajYSmD4PLrbXhshDiziHBlRBCiFq15cKWEqfsvdTmJWIzY/n2729JyUkBwF5jzwPhD/B448ep516vFnsNsck6lu0+b1XZNJ2V6byrUH5KCpmbNpOxYQO6/fuhcJRKrSY/JQVtncqlb7+lZMTBP1utK/vw/0FAKysKCiFE5UlwJYQQotYUJpu4MZNfoi6RKX9MwV5rT05+Dr6OvjzW+DEG1R+Em51brfU3Xafn57/iWHPoEgculJ797kY1vcnv1Y8+Iun/PgODwXzMvmULXPv2xbVPH3NgdVukSS+kKJB2AS7sggs7TV9TztZ2r4QQwoIEV0IIIWqFwWhg5r6ZJaZIV1BQocJWbcsbXd+gV0gvbNQ2tdLPvHwjv52+yppDl9h6MpE8g2kESK2CTuGe/HU5g4xsfa1u8us9YQKufftg42ua7mZTty4YDNg3bYpr3z649OmLbVBgsWtrLE160Wx+JSkpIYSiQNIZuPBHQUC1CzIuW5ZRqcEz3FROCCFuARJcCSGEqBWHEg9ZTAW8kYJCRl4G3g7eNR5YKYrCkYtp/HD4Mj8evUJqkWl9jfxceLhNIA+2CsTX1d6cLbA2N/lNnDkTDAY8nx4FgGuvXji2bo1tSEi5bdRImvQi2fxKpLWDf+2HnHTLkSldkmU5tRYC2kBoZwjpDMGRkHJO9qESQtwyJLgSQghRK67qrlZpufIYjAp7z6VwMEmF57kUOkb4FAt6LqboWHv4Mj8cvszZpCzzcW8XOwa2CuCh1kE0CbBMAnErbPKrDQxE4359uqTayQlbJ6dqb9cq1mTzy8+FhZ0g74bU8Fp7CGpvCqRCOpm+ty05I6QQQtwKJLgSQghRK7wdvau0XFksN/nVsOzMAfMmvx3DvVj/Vxw/HLrMvvMp5mscbDREN/XloTZBdA73RKtRl1p/bW/yG/Thhzg0a1ojbVWbvGtg6wJ1O5gCqZDOENDaNKpVFkdP2eRXCHHLkOBKCCFErXC2dUaFqsQ1VwAqVPg6+tLGp81NtVPeJr9atYp8o+msSgWdw714qHUg0c38cLaz/tdkVW7yqygKuv37yfjxR+suqL1ts8qnz7au3MOfQdNBoKngR5MbNvnV5+ezc+dOOnfujI22oC7Z5FcIUUMkuBJCCFHjdHod/9ryrzIDK4BJkZNuaj8qazb5zTcqNPBx5uG2QTzYKgB/N4dKt3ezDJmZpP9vHanffE3ePzG11o+bZjRC7C44vBKOr7HuGq+GFQ+sChXd5FevJ93xMvi3BJvaSYIihLh7SXAlhBCixjnaOPJyu5dZfmI5wxoN46PDHxXb52pS5CSiQqJuqh1rN/l948GmdAz3uqm2bkbOyZOkfv0N6T/9hKLTAaBydMSpc2eubd5ca/2qsNQLcPQbOLLSlDZdCCHuMhJcCSGEqBX96vUjOjQajVpD/3r9OZR4iKu6q3g7etPGp81NjVgpiil5xZxNp6wqn5hZTsKFanTtj51cHD3a/Nw2IhyPocNwe/AB8mJjb/3gKi8LTv4Ih1fA+R3Xj9u6QLOHIKgDrPtXbfZQCCFqjARXQgghakRSdhJv7H6D/3b4L35OfgDmAEqj1tDer/3Nt3Etl9UHL/Ht/osW2f7KczOb/FZU3sWL6C9fwemeDgA4RbZH6++PY+tWuA8dimP79qhUpmmRt+wmv4oCsbtNI1TH1xbJ8qeCsK7Q+glodL8ps9+VIzXbNyGEqEUSXAkhhKh2aTlpjNk8hjOpZ8jSZ7E4enGV1W00KvzxTxLf7I9l84kE9AbTCisnWw33t/Rny4lEUrLyqmWTXwo2+i1vE16try/Xfvud1G++JmvHH2j9/YjYvBmVRoPK1pbwXzaitrUtdm2NbPJbkQ1+0y5en/aXeu56GY8waPU4tBwC7nWLXy/Z/IQQdwkJroQQQlSrzLxMnt3yLGdSz+Dt4M30jtOrpN749BxWHbjItwcucin1eka6lsHuDGsfzICWATjZadnYsPo2+dVfuUJMn75lb/Sr0aD19CQ/MdF8yK5eOIa0NLSepoCipMCqULVu8mvNBr8aO+j1BpzeCGd/u/4u2jpD04GmoKpuR1OqxZLckM2vRJLNTwhxh5DgSgghRLXR6XX8a+u/OJ58HA87Dz7v/Tl1XesWK2cwKlbtEZVvMLL976t8sz+WX08lUpBBHVd7LQ+1DmRoZF0a+9fcJr/5qallB1YABgP5iYlo3NxwGzQIjyGPYhsSUuk2q5Q1G/wacmHj5OvPQ7uYAqrGA8DO2bp2imbzE0KIO5gEV0IIIapFTn4O//713xxOPIyLrQv/1+v/CHcPL1bOcoNfE/8bAp+LKTq+O3CRVQcuEZ9xvVxkaB2GRgbTr7k/9jYlJ8DQX7lCN1UqWwb48efFFPYcPsY9rZvRIrgOalUK+itK9Y0MFfB6/nk8Rz+N2r7m1nZVKWc/aPcUtBwKHqG13RshhLhlSXAlhBCiWrx/4H32xu/FUevIp1Gf0tizcbEypW3wG5+ew3MrDjG6Sxin4jP5458klIJCdZxsGdQmkCHt6xLhU/bIyY3T9tyBPgDLILagjMrWlvCNG0oMsBRFQcnNNQdFhmvXuPrBPPRXrqC/coW8ixetei+cu993awZWORnWlRv2DQS2ru7eCCHEbU+CKyGEENViTIsxHEs6xsvtXqaFd4ti58va4Lfw2Oc7ridNuDfCi6GRwfRq4oud1ro07dZM21Py8ri2axdqW1tT0HT5ijl40sfF4RodTcCsmVCwNir1q68wR3q3m/w8uLQfYn41Pa4csu660tZTCSGEsCDBlRBCiGrh4+jDV/2/Qq1Sl3je2g1+B7YKYEKvhtT1dKyGXprEv/Z6qef0V66Yv1fZ2uL97xfQuLtjExCAUZfN5fHjq61fUMFsfjdSFEiOuR5Mnd9RJG26EEKIqibBlRBCiCqhKAoz9s6gpXdLBoQPACg1sAIs1k6VpXsjn2oNrADsGjRAU5DS3PwINH3V+vlZlPV67jnz99nHj1drv6zK5qe1M2XjKwywdClw7veCgGobpMdalnf0gvDuEN4DnLxh5SPV+xqEEOIuIsGVEEKIm6YoCrP3z+bbv79l9enVtPZpTZBLUIll/0nMZPWhy3y7P7bE8zeqiQ1+/d99B4emTau9nQqzJptffu71ICrmV7hyGBTj9fMaW6h7jymYCu8Bvs1BXRD0yga/QghRpSS4EkIIcdPmH57PipMrAJjWaVqxwColK48fj15h9aFL/Hkp3Xz8xr2niqqKDX5LrbyKaD08UNnalrmuS2Vri9bDo3o78uMLls+9G10PpkI6ga1TydfJBr9CCFGlJLgSQghxUz7/83M+/+tzAP7b4b8MjBgIQG6+gW2nEll96DLbTiWSX7AplVat4r6GPgxqE4jeYOTFb0yjJ1W9wS9A2po1lb7WGjYBAYRv3EB+amqpZbQF0w2rlZ0r1O9lCqbqdQe3QOuukw1+hRCiSklwJYQQolylbfK7/MRyPjr8EQD/afsfhjQcwqHYVNYcusSPR+NIz9ab62gR5MbDrQMZ0DIAT2c783FbrbpaNvilIPipboVrtGrV8HWVT5UuG/wKIUSVkeBKCCFEmUrb5Hd4dyML/p4NwBMNnyEzoTM9Nv7GuaQsczk/V3seahPIw60Dqe/rUmL9fZr506uJX4nB281y69eXpA8/RNHrSy1TI9P2Kiv9knXlJFW6EELcEiS4EkIIUarrm/wa0TieQ6XNRMl3IT49jNlrVbRqeT+pOj0L19YDTgPgaKuhTzM/BrUJ4p56nlYFSRq1io7hVbOuJ/eff1A7OWHj72+atvfLRvO0vfz8fHbu3Ennzp3Rak2/Amtk2l5F6bPhjw9gx9za7okQQogKkOBKCCGqmcFo4FDiIa7qruLt6E0bnzZo1NZtglubbRRu8qtxOYad74+oba4nojDq3chNGMDho50BUKlUdA734uE2gUQ39cPJrnZ+vegTEol9ZgwYDNRdvAi7iAiLaXt6vZ7c8+exb9IEGxubWuljuU5vgg0TIfV8bfdECCFEBUlwJYS46xmMBg4kHOBo3lF8EnyIDIissuBny4UtzNw3kwRdgvmYr6MvkyMnExUSdUu3se9cCleNB7APXFHsnEqbjn3gCnIuP8HgRn35d1R9/N0cKt1WVTBcy+Li2LHkx8VhGxaG1surVvtTYWkXYeNkOPWT6blLAHR9GX6ZItn8hBDiNiHBlRDirnZjYLJq66oqC362XNjChO0TUG7IB56oS2TC9gnMvW/uLd1GfEYWdr4/QglLelQqUBSw8/2RyHrDaj2wUvR6Lr/4IrmnTqHx8iL488/QuLvXap+slp8Huz+G398DvQ5UGug4DrpNAjsXqN9bsvkJIcRtQoIrIcRdq7oCE71RT2ZuJu/sfadY3YD52Nt73ibQJRB7jT1ONk74OPpcr8OgR6PWoFapS23HYDQwc9/MUttQoWLmvpl0D+5uHok7nHiYlJwUruVdIzMv0/TQm7562Hkwod0Ecx0fnx5rMRXwRioVqGzSSTeeBupW4B2qWoqiEDdtOlk7d6JycCB44UJsg0rewPiWc+53+Pk/kGRar0bdTtB/Dvg2uV5GsvkJIcRtQ4IrIcRdqbzABOCN3W+QmpNKjiEHnV5HVn4W9dzqmfdxMhgNDN84HJ1eZ3rk68jSZ6E3lp6ZrqjknGQe/fFRAFr7tGZZ32Xmc71X9yYpOwmtSouNxgatWouN2gYbtQ2N6jTi454fcyjxkMVUwJJeR4IugUOJh2jv1x6AKTumcPna5RLLh7iGmIMro1EhKy+nxHI38nIvY8paDUhasID0NWtArSZw7hwcmjer1f5YJTMeNr0Gf60yPXfyht5vQ4shkvlPCCFuYxJcCSHuSuUFJgBpuWm8uedNi2P3Bd9nDq40ag0nk09aHUyVxMnGCbVKjZONk8XxwjrzlXzy8/MtzhWOcF3VXbWqjaLlGtdpjKeDJy62LrjauOJs64yLrQsuti54OZjWKKVm5fHSt0dIio/CIfCbcuv3dfIpt0x1MebmkrllKwB+U6fi0r17rfXFKoZ82P85bHsHcjNM2yW3Hw09XgOH22QaoxBCiFJJcCWEuCtZG5g0rtOYULdQHLWOONk4Ud+jvsX5ed3nYauxxUnrhKONqYyD1oETyScYs3lMufXP7zHfPKpU1MaHN5JnzENv0KM3FnkY9NhoTFnuvB29rXoNRct90P2DMsv+eSmN51Yc4nJaNnbaVrhqt5CRn1RqeT9HP9r4tLGqH9VBbWdHyPJlZG7ajPvDD9VaP6xycR/8NAES/jI9D2xrmgIYUMnNf4UQQtxyJLgSQtyVrA1MJrafWGLwU6hrUNcSj0f6ReLr6EuiLrHEqYcqVPg6+pYamDjbOpfbtzY+bW6qjaIUReHrfReZvu44eQYjIZ6OLHy8LVf0dkzYbpoqWLQNFaapa5MiJ1V5WnlrGK5loXE2jfZpnJ1rN7BKu1h2wgmVGvb9HxwuyLpo7w5R06HNCFCXvqZOCCHE7UeCKyHEXakwMCltamBFApOSaNQaJkdOZsL2CahQVUtgUlVtZOcZeG3tMVYfugRAVGNf5jzaEjcHG5oQxdz75paY6n1S5KQqSydfEfr4eM4PHUadJx6nztNPo6rNNUppF+HjtmWnSi+q9RMQ9QY43WZp4oUQQlhFgishxF2pMDAZv318sXNVFfxEhVR/YHKzbZxPyuK5lYc4GZeBWgUToxsxtms91OrrAUtUSBTdg7tX+0bI1jBkZnJxzFjy4+NJ+2EtHo89hsrRscb7YaZLti6wqhMOAxdA3XtqoldCCCFqiQRXQoi7VtHU50VVdfBT3YFJZdvYdDye/6w6SmZOPl7Otnw0rDWdwkseUdGoNWVOj6wJSl6eaS+r06fReHtR97P/Q12bgVVFPPw5BLWt7V4IIYSoZhJcCSHuWkuPLwVgQL0BDAgbwObdm+nVsReRAZFVGvzURGBSkTbyDUbmbD7Nwu0xALQN8eCTx9rg52ZfrX28GYqiEPf6VLJ27Ubl6Ejwp59iExhY292yXi2M8gkhhKh5ElwJIe5KsRmxbLmwBYCnmj1FqHMoibaJtPNtVyvT3WrK1cxc/v31YXafNSVgGNU5jCn9GmGjubUTKyTNn0/6//4HGg1B8z7AoWnT2u6SibVrrYQQQtwVJLgSQtyVfjr7EwoKXQK7UN+jPnp95fequl0cvJDCuJWHSMjIxdFWw+xHWnB/i4Da7la5sv/6i6QFCwHwmz4N564lZ2isUfocOLgUfptd2z0RQghxC5HgSghxV3qu5XM082qGp4NnbXel2imKwtJd55nx80nyjQrh3k7835NtifBxqe2uWcWheXP8pk0lPykZj8GDa7cz+hw4tAz+mAuZcbXbFyGEELccCa6EEHcllUpV6h5Vd5Ks3Hwmrf6Tn/40BQL3t/Bn5qAWONvdXv/9ewwbVrsdyM81BVU75kLmFdMx1yBo+ajpmBBCCCHBlRDibpNryMVgNOBoc5tkmbOSwaiw71wKiZk5+LjYExlWh3NJ13h2xSH+SbyGVq3iv/0bM7JTaO3uC3UD/ZUr5KemFjuef/UqKV8uw3fSK9g3alQrfTN1JA8OLzcFUBmmfcBwDYQuE6D1k3AtEXZ/UvbaK60dON75I6RCCCEkuBJC3GXWnFnDgiMLGNdqHMMa1fJoSBXZeCyON348QVx6jvmYu6MNujwDeflGfF3t+OSxNrQLrVOr/byR/soVYvr0RcnLK7XMuYcHEbFlMzYBNbw2LD8PjqyEHXMg/aLpmIs/dPkPtBluCpgA3IPh+YOm/a5K4+hpKieEEOKOJ8GVEOKukW/MZ9nxZaTlptV2V6rMxmNxPLfiEMoNx9N0pgQdDXydWTn6Hrxd7Gqlf2XJT00tM7ACwGgkPzW15oIrgx6OfAW/vw/psaZjzn6mkao2I8CmhHT17sESPAkhhACg1nPvfvLJJ4SGhmJvb0+HDh3Yt29fqWWPHz/OoEGDCA01TWuZN29eieUuX77ME088gaenJw4ODjRv3pwDBw5U46sQQtwOtsRu4dK1S7jbuTMwYmBtd+emGYwKb/x4olhgVVRmTj51nGxrsFe3oLSLcOWI6RF3FDfdeYg7ev1Y2kVTUHVoOcxvCz/+2xRYOftCn5nw4hHoMLbkwEoIIYQoolZHrr799lsmTJjAp59+SocOHZg3bx7R0dH8/fff+Pj4FCuv0+moV68egwcPZvz48SXWmZqa+v/t3Xd8VFX6x/HPtFTSQxICIfTeO6Ii0lUUexex/VRYS3ZdxVUQG6iIrH117Q0sKzZAigKKNEEQpPeahJIekky5vz8mBCNJSJlkMsn3/Xrlxcydc895hsOEPDn3PocBAwYwaNAg5s6dS8OGDdm+fTsRERE18I5EpLYyDIN3N7o3Db623bUEWgO9HVKVrdp9vNilgCU5nJHHqt3H6d+ynt7zk74fXu5ZdE+UDTgPYOuf2pitEBIHGYX3VAU3hLPvh55jwa9u3ZsnIiLVy6vJ1fTp07n99tsZO3YsAK+//jrfffcdb7/9Ng899NBp7Xv37k3v3r0BSnwd4JlnniEhIYF33nmn6Fjz5s2r7T2IiG/4NeVX/jj2B/4Wf65pd423w/GI1KyyE6uKtquTco+deaNfl8OdWAVFw9n3Qa9blVSJiEileC25KigoYM2aNUyYMKHomNlsZsiQISxfvrzS/X799dcMHz6cK6+8kiVLltC4cWPuvvtubr/99lLPyc/PJz//1H++mZmZANjt9jNuLHry9fqwAWl9pnn2fW/9/hYAF7e4mBBLyGlz6YtzHBVUvm/hUUHWWvm+HHZH+do5HJWP3+HAVo5mzt534DrvX+AX7D5QC/++pHx88bMsFaM5rh9q0zxXJAavJVdHjx7F6XQSGxtb7HhsbCxbtmypdL+7du3itddeIykpiYcffpjVq1dzzz334Ofnx5gxY0o8Z8qUKUyePPm04/PnzycoqHy/vVywYEGlYxbfoXn2TemudH7J/AUTJpokN2HOnDmltvWlOd5w3FR462xppdUNwv3gyKYVzNlcw8GVwWS3E/njj/glp1CebYyXLVtG/p49lRorLHeP+zLAM/gpswkZC5dUagypnXzpsyyVozmuH2rDPOfm5pa7bZ2rFuhyuejVqxdPP/00AN27d2fjxo28/vrrpSZXEyZMICkpqeh5ZmYmCQkJDBs2jNDQ0DLHs9vtLFiwgKFDh2Kzlef3o+KLNM++76zMs/g15VeuaH1Fia/72hzP+yOF91b9DoXlLExFjyh6DiaevKwrwzvGltJLzctZsoQjU6biOHiw3OcMGDCAgA4dKjfg4fXF768qYwwada3cGFKr+NpnWSpOc1w/1KZ5PnlVW3l4LbmKjo7GYrGQkpJS7HhKSgpxcXGV7rdRo0Z0+Mt/wu3bt+eLL74o9Rx/f3/8/U8vU2yz2co9mRVpK75L8+y7Wke1pnVU6zO284U5nv3bQf7+2e84XQajusYzvGMsT323uVhxi7iwACaN6sCITo28GutJBQcOkvL002T/8AMA1rg4ov7v/0idMqXMcuwmPz8CGjas3JzkHIMVL5Wrqc1qhVo+71IxvvBZlqrRHNcPtWGeKzK+15IrPz8/evbsyaJFixg92l0S2eVysWjRIsaPH1/pfgcMGMDWrcV/Tblt2zYSExOrHLOI+J5cey5BtrpTnGDW6n089L8NGAZc0bMJz1zeBYvZxMhOjVi1+zipWXnEhATQp3kkFnNplwvWHFdBAcfffoejr7+OkZcHVitRN48h+q67MAcHEzLwXBxpaaWeb42IqPgeV047rH4LFj8NeRlVfxMiIiLl5NXLApOSkhgzZgy9evWiT58+zJgxg5ycnKLqgTfddBONGzdmypQpUFgEY9OmTUWPDx48yLp162jQoAGtWrUC4P777+ess87i6aef5qqrrmLVqlW88cYbvPHGG158pyLiDVkFWYz830jOanQWj/Z/lBC/8tzhU3u998seJn39BwA39GvK4xd3wlyYQFnMplpZbt3Iz+f4hx9i5OUR1Ls3cZMm4l/4/RrAFh/v2Q2CdyyEeQ/D0cJfskW2hOM7Pde/iIhIGbyaXF199dUcOXKEiRMnkpycTLdu3Zg3b15RkYt9+/ZhNp/a5/jQoUN079696Pm0adOYNm0aAwcOZPHixVBYrv3LL79kwoQJPP744zRv3pwZM2Zw/fXXe+Ediog3fb7tczLyM9iatpVgW7C3w6mS/yzZyZS57mI/t53dnH9d2B6TyfsrUyVxHDuGJTISk8mEJSSEuImPYuTnE3rRRdUX89EdMP9fsG2e+3lQFJz/KLQ8H17pXXY5dqu/u72IiEgVeb2gxfjx40u9DPBkwnRSs2bNMAyjxLZ/dtFFF3HRRRd5LEYR8T12p50PN38IwM0db8ZsMp/xnNrIMAz+vWg7MxZuB+Bv57ciaWibWplYGXY7xz/8iKMvvUTc5MmEjXJ/Hw4dNqz6Bs3LgCXPwsr/gMvu3hC4z//BwH9CYLi7zfg17v2uALvDwbJlyxgwYID7PisKE7HwhOqLUURE6g2vJ1ciItVhzu45pOam0jCwIRe2uNDb4VSKYRhMnbeF/yzZBcADw9syblCrM57nDblr1pA8+XHyt20DIPP7eUXJVbVwOeG3D2DRE5B71H2s9TAY/jRE/6VwSXjCqeTJbicj6KC7MqBuhBcREQ9TciUidY5hGLz7x7sAXN/+evwsft4OqcJcLoPJ3/zBe8v3AvDoRR249ezmNR6H/dChMgtOAKR98CEZs2cDYAkPJ+YffyfsssuqL6g9y2Deg5C8wf08qjWMmAKth1bfmCIiIuWg5EpE6pyfDv7EjvQdBNuCubLtld4Op8KcLoN/fbmBmav3A/DUpZ24vm/NVzy1HzrEzhEjyyyV/mfhV15Jw6T7sUZEVE9AaXthwUTY5E7k8A+D8x6CPreDRatQIiLifUquRKTOmbV1FgBXtL6CUL+yNwKvbRxOF//4bD2z1x3CbIJnr+jKFT2beCeWtLRyJVa25s1oPGUKgd26VXyQ9P1F90OVKCgKgiLh5xdg2YvgzAeTGXreDIP+BcHRFR9TRESkmii5EpE6Z+o5U/l82+eMbD7S26FUSIHDxb0zf2PuxmSsZhMzrunGRV08WKa8mjR+9lkCO3eu+Inp++HlnmVX8jNbITASclLdz5ud474EMK4S44mIiFQzJVciUueE+IUwttNYb4dRIXl2J3d/tJYftqTiZzHz8nXdGdYxztthlY+5kpUYc4+VnVgBuBzuxCq8KQx7CtqPglpYKVFERAQlVyJSl+Q78/Ez+9XKMuVlyS1wcMf7a/h5x1H8rWbeuKkXA9s09HZYOI4f93YIbr1vh2FPgi3A25GIiIiUyTc3fhERKcG01dO45rtrWJ282tuhlFtWnp2b317NzzuOEuRn4b1b+ng9sbKnpnL40Uc5cNfdXo2jSPcblFiJiIhP0MqViNQJaXlpzN4xmzxnHi7D5e1wyiUj185N76xi/f50QgKsvDu2Dz0Tq6nSXgWYLBYyvv4GHI5qHunMm8KLiIj4Eq1ciUidMHPLTPKcebSPbE+fuD7eDueMjmXnc+2bK1i/P52IIBuf3N7PK4mVYRjkrl5N6vQXio5Zo6KIfeRfxD31VPUMmpcJq96ET8dUT/8iIiJeopUrEfF5Jxwn+GTLJwCM7TS21t1z5XQZrNp9nNSsPGJCAmgWFcRNb69ie2o20Q38+ei2vrSNC6nRmAzDIHvxYo698SYnfvsNgJDB5xPYtSsAEVdeif3QIUx+fmWWYzf5+ZV/X6vULbD6TVg/EwqyPfNGREREahElVyLi877e8TVp+Wk0btCYoYlDvR1OMfM2HmbyN5s4nJFXdMxiNuF0GcSFBvDR7X1p2bBBjcVjOBxkzvueY2+8Qf62bQCYbDbCLrsMa8Pi93rZ4uNpOW8ujrS0UvuzRkRgiy+jXLzTAVu/c69U7fnp1PHoNtBmJPzybw+8KxERkdpByZWI+DSny8l7m94D4MYON2I1155va/M2HuauD9eedmeR0+U+Mm5QqyonVvZDh8qd/BTs2cO+2+/Avn8/AOagIMKvvYbIMWOwxcSUeL4tPr7s5Kk0WSmw9j349R3IOuQ+ZjJD2wugzx3Q/FzIOACrXi+7HLvV372RsIiIiA+oPT+FiIhUwk8Hf2J/1n7C/MO4tNWl3g6niNNlMPmbTWWWbHh18Q6u69sUi7lylzHaDx1i54iRZ7xsr+W8ue4kqXFjDKcDS3g4kWNuIuK667CEhZU9SPp+935UpQmKgvAE92PDgP0r3atUm74Cl72wTTT0vBl6jYWwJqfODU+A8WvK37+IiEgtp+RKRHzauU3OZcagGWTmZxJkC/J2OEVW7T5e7FLAkhzOyGPV7uP0b1m5lRlHWlqZiRWAUVCA48gRbPHxmGw2El59Fb+mTTEHlePvKn0/vNzzzCtL//cT7FsOq/4LKRtOvdakD/S5HTpc4m5XkvAEJU8iIlJnKLkSEZ9mNpkZ3HSwt8MoxuF0MXfj4XK1Tc0qOwHzhJyVq4oKVQS0a1f+E3OPlZ1Ygfv1N88/VaDCGgidr3AnVY26ViVsERERn6PkSkR8lt1lx2a2eTuMIrkFDmat3s9bP+/mQNqJcp0TE1L9m+MG9+9XvQMUZENEM+h9G3S7HoIiq3c8ERGRWkrJlYj4pJ3pO7lt/m1c1+46but8m1fLrx/Jyuf95Xt4f/leMk647zOKCLJhdxrk5DtKvO/KBMSFBdCneQ0kIuZq3tJw5LPQ+/bqH0dERKSWU3IlIj7p3T/e5eiJo/xx7A+vJVa7jmTz5k+7+WLtAQocLgASo4K4/ZwWXNGzCYu3pnLXh2sxQbEE62S0k0Z1qHQxi1oloa8SKxERESVXIuKLUnNT+XbXt1C4aXBNW7M3jTeW7mT+phSMwqypW0I4/3duC4Z1jCtKmEZ0asRrN/Q4bZ+ruLAAJo3qwIhOjSo1ft7WrRx58SUibrzBM2+oxEEy4Lf3q69/ERGROkjJlYj4nI82f4TD5aBHTA+6NqyZogkul8GiLan8Z8lOft17al+pIe1juOPclvRuFlHiCtqITo0Y2iGOVbuPk5qVR0yI+1LAyqxYOdLSOPrSS6TNnAUuFyZbNXwLP5EOK/8DK15xJ1giIiJSbkquRMSnZBdk8+nWTwG4uePNHunT6TJYufs4a46aiNp9nP6tYoqSn3yHk9m/HeSNpbvYeSQHAJvFxKXdG3P7OS1oHRtyxv4tZlOly60DGA4HabNmceTFl3BluBOekOHDibjxJrJ/+PGM+1xZIyLOPMiJNFjxGqx4HfILk6rwREjfW+m4RURE6hslVyLiU77Y/gXZ9myahzVnYMLAKvc3b+PhP122Z+H97b/SKCyAfwxrS3JmHu/+socjWe5y5CEBVq7vm8jYAc2IDa3+Kn8AOStWkvL00+Rv2waAf5s2xD78MMH9+gLQct5cHGlppZ5vjYjAFh9f+gC5x2H5K+7VqoIs97GG7WHgA9C4F7zS+8z7XAVVPnEUERGpS5RciYjPcLqcfLj5QyhctTKbqlZEYd7Gw9z14drTqvkdzsjj75+tL3reKCyAW89uztW9EwgJqNnS75nfzyN/2zYsYWFE33sPEVddhcl66lu3LT6+7OSpNDnHYPnLsOqNU3tUxXSEgf+E9hefKlAxfo17v6vSBEVpE2AREZFCSq5EpEqcLidrU9dyJPcIDYMa0iOmBxazpdrGuLvr3Ww8upGLWlxUxT4NJn+zqcQy6SdZzSamXtaZS7o3xmapmWp4rhMncGZmYYuNAaDhPfdg9g8g6v/uKN/lfWeScxR+eRFW/Rfs7ssciesMAx+EtheeXvUvPEHJk4iISDkpuRKRSlu4dyFTV00lJTel6FhsUCwP9XmIIYlDqnWM/vH9KzWG02Ww80g2X6w5UKyCX0kcLoPGEUE1klgZhkHmnDmkPjcN/xYtSHjrv5hMJqwREcQ+9GDVB8hOhWX/hl/fBnuu+1ijroVJ1QXgxX3CRERE6golVyJ1XHWtLC3cu5CkxUkYf1n7Sc1NJWlxEtPPm17lBMsTYyRn5LFufzrr9qezfn86Gw5mkJ3vKHcMqVllJ2CekLdpE8lPP82JX9cAYDKbcR47hjU6+swnp+8v+7I9wwUbPncnVY4T7mPx3WHgQ9BmuJIqERERD1JyJVKHVdfKktPlZOqqqaclPUDRsamrpjIoYRAWswW7y07uydWSEgRYA/C3+APgcDnIsefgdDl5euXTZY7xzKpnisYAyMqzs+FgRlEitW5/OimZpxdjCPKzkBgZxObkrDO+15iQyheusB86VGaxCUwm0mfOIv2zz8AwMAUEEHXH7UTdcgvmgHKMm74fXu5ZdsGJP2vc051UtR6qpEpERKQaKLkSqaMW7l3I/YvvBwP408/RKTkp3L/4fl4474XTEizDMMi2Z5ORn0FGfgbp+emn/izI4Lwm59E+qj1rU9cWS9hKkpKbwtrUtfSO68361PWM/b70zX7v7XEvt3W+DYCtaVu55ttryvUek3OTeWbxHNKONWXd/nR2HMku2tT3JLMJ2saF0i0hjG4J4XRNCKd1jLt8+tnP/EByRl6J912ZCjf77dM8slyx/JX90CF2jhhZZpn0Pwu9YCQx//hHxYpT5B4rX2IV0xGGPQ4tByupEhERqUZKrkS8rDou23O6nDy27CkMo4SfpU1gGPDPpQ9xVqN+3NTxJvo06gPAwn3uy/BKExUQRfuo9hzJPVKuOMrbrireXvE7jsxT90Q1Dg+kW0J4USLVqXEoQX4lf6ubNKoDd324FhMUS7BMf3q9Mpv9Urjhb3kSK1uzZsQ/+QRBvXpVapxyGf2K+1JAERERqVZKrkS8yFOX7WUXZLM3ay/7MvexN3MvUQENybAfLXWRwmQCuyufJQeXcG7CuUXJVZhfGAABlgDC/MMI9XN/NbCF0sAWSiBxbEvJIiM7sHzvb+MJ1m7aRJ7dn2GB75HncFFgd5LndJFvd5LncP/54fcGb3+7iDyHizy7g3zH0xCwk6DEt844RrPwOEb2akXXJuF0SQir0GV8Izo14rUbevxpnyu3uLAAJo3qwIhOjcrdV2U1fu5ZAjt3ruZRtFolIiJSE5RciXhJRYs1GIaBqTBb2p62nfc3vc++zH3sydzD8bzjxfroHzO8XDEE5vXnrYUm3vxuCfkOF3mOAizOqeTYLRx3uHC6isc2kyxgKeAiuFUYJmtGiQmcYYDhCON/v/gBuyvy11LIDLktcdnPPMa4/kO5tHvTSozhNqJTI4Z2iGP5jlTm/7SSYef0pX+rmEqvWFXYX0ufV8TJ/alERESkVlByJeIF5SkIMXHZRH4++DP7s/azJ3MPd3S+g6vbXQ1Ajj2H2TtmFzsvMiCSxNBEmoY0JS+3HFXmgGMpnUjNDQL++kO687S2VrMJf6sZf5sFl8sgO2UUAY0/PO3Sw5P3POWnjOLc1jG0jw/F32ohwGau0J8bDqYz8cNBRId+CZQ8xtHMQcQNCi7Xey2LxWyib/NIjm026Ns8suYSq6rY+SP873ZvRyEiIiJ/ouRKxAvKUxAiy57FF9u/KHq+N2tv0eMW4S24u9vdJIYkkhjmTqhC/EKKXp+z4QBz931+xlWfv501jK4Jke6kyWrB32omwGbGz2LB32YuOu5nNRdLOJbvPMa1b9rJO3gD/rHfYLJlnOrbEUZ+yigcWZ2465pW9G8ZVam/o/AsJ69/NRs/5+mJ3kkFltm0vfvOSvVfnZzZORx76+3q6Tw/GxZOgtX/rZ7+RUREpNIqnFw1a9aMW265hZtvvpmmTSt/KY5IfVbeQg/nJ5zPkMQhNA1tSrPQZkXHQ/1CuavrXae1tztdfLB8L9PnbyXfv+yVpaCsy/jb+W0rtUrTp3kkjcICSM7oRE5WByxBuzFZszAcIThzm2PCTKMqVNoDMDLS8XOWvR+Vn9OBkZEOTRpXepzqkDzxUbLmzPV8x3uXw+y7IK3wUssOl8KmLz0/joiIiFRKhS/2v++++/jf//5HixYtGDp0KDNnziQ/v5x7rIgIAA2DGpar3Q0dbmBUy1F0bdiVMP+wMtv+svMoF774E49/u4nsAifxtj7kHbwBw1H8PMMRRt7BG3hi6LWVvvzNYjYxaVQHAEyYcea2xJHZDWduS0yF31aqUmnP10WPG4e1sQcTPnsezH8E3hnpTqxCm8CNs2HYE2D1L/tcqz8EVW71UERERCqmwitX9913H/fddx9r167l3Xff5W9/+xt333031113Hbfccgs9evSonkhF6pAeMT2I8I8gLb/kDWZNmIgNiqVHzJk/T4fST/DUnM189/thACKCbDwwvB1X905gwaZ2PPZND47YNxetLDW0tef5SzpVuRJebai0VxsYLhfps2bhOHKEhvfcA4B/y5Ykvvcuuy64sMxy7CY/P6wREWUPcHAtfHknHN3qft7tBhjxNAQUJs3j17j3uypNUBSEJ1TinYmIiEhFVfqeqx49etCjRw+ef/55Xn31VR588EFee+01OnfuzD333MPYsWOLKpuJSHGHcg6R58wr8TVTYdnsB/s8WOZ+V/kOJ//9aTcv/7CDE3YnZhPc0C+RpKFtCA/ygz9Vwlu1uwepWXnEhLgv1fPUitKp/o9XS/+1Xd62bSRPeowTv/0GZjMhw4cT0LYtAH5NmtBy3lwcaSUn0ADWiIjSNw12FMBP02DpNDCcEBwDo/4N7S4o3i48QcmTiIhILVHp5Mput/Pll1/yzjvvsGDBAvr168ett97KgQMHePjhh1m4cCEff/yxZ6MVqQNy7bnc++O9nHCcIDEkkRPOE6Tmpha9HhsUy4N9Hixzn6sftqTw+Deb2HMsF4DezSJ47OKOdIw//dJBi9lU6aIS5VHd/Z/J0f/8h4Z33UVA+/Y1NqYrP5+jr73Gsf++BQ4H5qAgGt5/P/6tWhVrZ4uPLz15KkvKJvjy/yD5d/fzjpfCBc9DsC7vExERqc0qnFytXbuWd955h08++QSz2cxNN93ECy+8QLt27YraXHrppfTu3dvTsYr4PMMwmPjLRLanbSc6MJq3hr9FdGA0a1PXciT3CA2DGtIjpkepK1Z7jubwxLebWLTFnYzFhPjz8AXtuaRbfL1dKc6ev4Ds+QsI6NyZiKuvInTkSMzBVS/PXpqcFSs4PGkS9r37AGhw/vnEPfoItkYeuAzS5YRfXoQfnwZnAQRGwIXPQ6fLq963iIiIVLsKJ1e9e/dm6NChvPbaa4wePRqbzXZam+bNm3PNNdd4KkaROuOdP97h+z3fYzVZmX7edGKDYwHoHVf2LyNyCxy8+uNO3li6iwKnC6vZxK1nN+dvg1vTwL9+76gQPOAsclatJm/DBg5v2EDKlKmEjR5N7CP/8njC6czO5sDf7sGVlYU1JobYR/5FyNChnhnn2E73vVUHVrmftxnhvgwwJK7qfYuIiEiNqPBPZbt27SIxMbHMNsHBwbzzzjtViUukzskuyOb9P94H4KE+D9E9pvsZzzEMgzkbknnqu00cKiwacU7raCaN6kirmAbVHrM3WSMiMPn5nbEgRKMnnsAUEEDGl1+S9umn2Pfuw374cLGEx1VQgNnPr1JxGIZR1JelQQNiHvgH+Vu20PD++7GEhJzx/DNyudx7Vi2YCI4T4BcCI6dCt+spcZMyERERqbUqnFylpqaSnJxM3759ix1fuXIlFouFXr16eTI+kTqjgV8DPr7wY+bsnsNVba8qOu50GSUWhNiWksWkr/5g+S53JbjG4YFMHNWBYR1i68UlgLb4eGImTCBl8mQskZEk/Od1MBffPeLPBSGibr2VyFtuIXflKswNTiWeBQcOsPvSywi96EIirrqq2L1Z9kOHigpOOBwO/A8eJG/TJhxW97dG14kTHHv1NSJuupGQ884DIOKqqyi39P1lV/Jz5MOPT8Lupe7nzc+FS15VgQoREREfVeHkaty4cfzzn/88Lbk6ePAgzzzzDCtXrvRkfCJ1SnyDeG7rfFvR83kbD59Wyjw21J+O8WEs2XYEp8vA32rmzoEtueu8lgTYSq8eWBdZI8KxJTYldNhwAjt3PmN7k8lEcL/i35sy587FlZVF+iczSf9kJgFduhBx1ZUEdu/O7ksvK7YylggcePGl0/q1Hz5Mg3PPxWSuwNaA6fvh5Z7uBOpMbEEw9HHodetpCaSIiIj4jgonV5s2bSpxL6vu3buzadMmT8UlZaxoiO8wDIPJyyczsMlABjUdVOy1eRsPc9eHazH+ck5KZj4pme6CFcM7xvLIhR1IiAyqwahrj9ARIwgZPrzMSwPPJOrWWwns1Im0Tz8la+Ei8n7/ncO//44pMLBc/QZ07kzjac9VLLEC94pVeRKr2E5w1fsQ1bJi/YuIiEitU+Hkyt/fn5SUFFq0aFHs+OHDh7Fa6/eN9Z5U0opGo3q2OWtd8M4f7/DF9i/4eufXzL1sblEBC6fLYPI3m05LrP4sMtiPV6/vWe8TapPJhMnfv/Lnm80E9+9PcP/+OI4dK7w36zPs+/aV6/y4SZPwO8N9plVy8UtKrEREROqICl9/MmzYMCZMmEBGRkbRsfT0dB5++GGGDh3q6fjqpZMrGn9OrACSM/K468O1zNt42GuxSfn9cvAX/r3231BYwOJkYgWwavfx0+b3r47nFLBq9/Fqj7O2yl66FFd+OVZ+KsAaFUXUbbfRct5c4iZNKt9J1Z3bmnQZoIiISF1R4f/Vp02bxv79+0lMTGTQoEEMGjSI5s2bk5yczPPPP189UdYjZa1onDw2+ZtNOF1lrXmIt+3P3M8DSx/AZbi4vPXlXNnmymKvp2aVnVhVtF1dk7d1G/vv+D92nD8YVxUuCSyNyWwmoMuZ7+ESERERqYgKX8fXuHFjfv/9dz766CPWr19PYGAgY8eO5dprry1xzyupmDOtaBjA4Yw8Vu0+Tv+WUTUam5RPrj2XexffS2ZBJl2iu/Bw34dPq+4XExJQrr7K266uyfjqKwCCenSvdAl1ERERkZpWqZukgoODueOOOzwfjWhFw8cZhsHEXyayPW070YHRTD9vOn6W05ODPs0jiQnxJzWr5MveTEBcmLuISX1jOBxkfPM1AGGjR3s7nCrQ6rKIiEh9U+kKFJs2bWLfvn0U/OWSnYsvvtgTcdVbWtHwbU7DSWRAJFazlennTS92n9WfWcwmWsc0KDG5OrnGNWlUh3pZzCJn+XKcR45iCQ+nwTnneDucyvv1XW9HICIiIjWswsnVrl27uPTSS9mwYQMmkwnDcP929uRlT06n0/NR1iN9mkfSKCyA5Iy8En/vXZ9XNHyB1Wzl4b4Pc12762gW1qzUdmv2prFsp3tz2ahgP47lnPolRVw9rwqZ8eVsAEIvughTNV4SaI2IwOTnV2Y5dpOfH9aIiIp3/tPzsLYcyZXVH4J0ea+IiEhdUeHk6t5776V58+YsWrSI5s2bs2rVKo4dO8bf//53pk2bVj1R1iMWs4lJozpw14drMZVwYZFRj1c0arOjJ44S7h+O1ez+SJWVWDmcLh6ZvRGAK3s2YerlXbSfWSFnVhZZixZBDVwSaIuPp+W8uTjS0gBwOBwsW7aMAQMGFG0rYY2IwBYfX7GOl78Cix53Px5wH3S8tPS2QVEQnlD5NyEiIiK1SoWTq+XLl/PDDz8QHR2N2WzGbDZz9tlnM2XKFO655x5+++236om0HhnRqRGv3dDjtH2uKNzrakj7ki81E+/Itedy+/zbiQyI5LmBzxEZUPaq4gcr9rL5cCZhgTYeGtkOi9mk4iSFcpYvx8jPx69VSwI6dqj28Wzx8UXJk91uJ3/PHgI6dKh8cZ5Vb8L3D7sfD3wIBk3wYLQiIiJS21U4uXI6nYSEhAAQHR3NoUOHaNu2LYmJiWzdurU6YqyXRnRqxNAOcUUrGsF+Vv7+2ToOZ+Qx69f9XN+3Gjc1lXIzDINHlj3CjvQdRAdG43A5ymyfmpnH8/O3AfDPEW2JalD5zXHrotBhw/CfMwfnsaOnVVis9da8C3P+4X589v1w3kPejkhERERqWIX3uerUqRPr168HoG/fvjz77LMsW7aMxx9/nBYtWlQqiFdeeYVmzZoREBBA3759WbVqValt//jjDy6//HKaNWuGyWRixowZZfY9depUTCYT9913X6Vi86aTKxqXdGvMkA6x3D+kDQDT528jK8/u7fAEeGvjWyzYu6CogEVMUEyZ7Z+as5nsfAddE8K5pnfTGovTl/i3aE5Q797eDqNi1n0C3xR+j+k3DgZPAl9LDkVERKTKKpxcPfLII7hcLgAef/xxdu/ezTnnnMOcOXN48cUXKxzArFmzSEpKYtKkSaxdu5auXbsyfPhwUlNTS2yfm5tLixYtmDp1KnFxcWX2vXr1av7zn//QpUuXCsdVG13fL5EW0cEcyyng1cU7vR1OvffzwZ95ca373/yEPhPoHtO9zPa/7DjKV+sOYTbBk5d0qrf3VZXGcJS96ldrbfwCvrrbfUdk79th+FNKrEREROqpCidXw4cP57LLLgOgVatWbNmyhaNHj5Kamsr5559f4QCmT5/O7bffztixY+nQoQOvv/46QUFBvP322yW27927N8899xzXXHMN/v6lX1KVnZ3N9ddfz5tvvklEZap91UI2i5mHL2gPwFs/72b/8Vxvh1Rv7c/czz+X/hMDg8tbX86Vba4ss32Bw8WjX7mLWNzQL5HOTcJqKFLfYLhc7LpkNAfuvQ97Soq3wym/TV/DF7eD4YIeN8HIZ5VYiYiI1GMVuufKbrcTGBjIunXr6NSpU9HxyMjKlQUvKChgzZo1TJhw6qZvs9nMkCFDWL58eaX6PGncuHFceOGFDBkyhCeffLLMtvn5+eTnn9pvKDMzEwrfr91e9uV3J18/UztPObdVBP1bRLJ813Gmzt3MjKvqxqpcbffneTYMg4d+eoisgiw6R3XmgR4P4DjDqssbS3ez80gOUcF+3DuoRY39e/EVJ9asoWDnTuzJyTQMDPTK309FP8um7d9j+fwWTIYTV+ercI6YBk6n+0tqrZr+ni01T3Nc92mO64faNM8ViaFCyZXNZqNp06Ye28vq6NGjOJ1OYmOLV7+LjY1ly5Ytle535syZrF27ltWrV5er/ZQpU5g8efJpx+fPn09QUFC5+liwYEGF46yssxvACix8tyGZNsYBmoXU2ND13sl5HugcSIYlg5H2kSz8fmGZ5xzPh3+vswAmRjY6wc8/1ty/FV8R+/nnhAHp7dsz78cfvRpLeT7LDTM30HfXC5gMBwfC+7LWMhJj7rwaiU88oya/Z4t3aI7rPs1x/VAb5jk3t/xXi1W4WuC//vUvHn74YT744INKr1hVp/3793PvvfeyYMECAgICynXOhAkTSEpKKnqemZlJQkICw4YNIzQ0tMxz7XY7CxYsYOjQoZUv31wJu6wb+WLtIRZnRDHrqj6+V1nNhzhdTlYfXs2Pq39kUO9B9G7UG4vZwljGluv8uz76DbvrCH2aRTDxpl6aq79w5eWx+/EnMIAOd99Nz969vBJHeT/Lpj0/YZn1EibDgavthcRe+l9GWmrusy9V463v2VJzNMd1n+a4fqhN83zyqrbyqHBy9fLLL7Njxw7i4+NJTEwkODi42Otr164td1/R0dFYLBZS/nKPRUpKyhmLVZRmzZo1pKam0qNHj6JjTqeTpUuX8vLLL5Ofn4/FYil2jr+/f4n3b9lstnJPZkXaesI/R7RnzoYUftufwfwtR7moSwU3OpVyWbh3IVNXTSUl1/1v9LMlnxEbFMtDfR5iSOKQM56/aHMKC7ccwWo28eSlnfHz86uBqH1LxvfzMXJysDVuTEi/vpjMFb4V1KPK/CzvXQ6fXg+OPGgzAvOV72K2ak59UU1/z5aapzmu+zTH9UNtmOeKjF/h5Gr06NEVPaVUfn5+9OzZk0WLFhX163K5WLRoEePHj69Un4MHD2bDhg3Fjo0dO5Z27drx4IMPnpZY+arY0ADuHNiSFxZuY+rcLQxpH0uArW68t9pi4d6FJC1OwsAodjwlN4WkxUlMP296mQlWnt3JY9/8AcCtZzenTayu3yxJxuzZAIRdconXE6syHfgVProS7LnQ8ny48j1QYiUiIiJ/UuHkatKkSR4NICkpiTFjxtCrVy/69OnDjBkzyMnJYexY9yVXN910E40bN2bKlClQWARj06ZNRY8PHjzIunXraNCgAa1atSIkJKRYsQ2A4OBgoqKiTjvu624/tzmfrNrHgbQTvPvLHu4c2NLbIdUZTpeTqaumnpZY/dkzq55hUMIgLOaSk9pXf9zB/uMnaBQWwD2DW1djtL7LnpJKzi+/ABB2ycXeDqd0h36DDy6Dgixodg5c/RHYynfZsYiIiNQfXv818dVXX820adOYOHEi3bp1Y926dcybN6+oyMW+ffs4fPhwUftDhw7RvXt3unfvzuHDh5k2bRrdu3fntttu8+K78I4gPysPDG8LwCs/7OBodv4Zz5HyWZu6tuhSwJIYGCTnJrM2teTLYHcdyeb1JbsAmDSqA8H+Ff49Rr1gDgwg5oEHCLvicvwSE70dTsmSN8IHl0J+BiT0g2tngl/5Ct2IiIhI/VLhn/jMZnOZN+RXppLg+PHjS70McPHixcWeN2vWDMMofTWhPH3UJZd2b8w7v+xm48FMZizcxpOjO3s7pDrhSO6RSrczDINJX/9BgdPFwDYNGd6xcvcP1geW0FCixt7s7TBKl7oF3r8ETqRB415w/Wfg38DbUYmIiEgtVeHk6ssvvyz23G6389tvv/Hee++VWM5cqpfZbOKRCztwzRsr+HjlPm7q30z39nhAVkFWudo1DGp42rE5G5L5aftR/KxmJl/cUdUBfdXRHfD+xZB7FBp1hRu+gICyq4eKiIhI/Vbh5OqSSy457dgVV1xBx44dmTVrFrfeequnYpNy6tciiuEdY/n+jxSenrOZd8f28XZIPu/y1pcz7ddp5DnzSnzdhInYoFh6xPQodjw738Hj37qLWNw1sCXNooNLPF8g7ZNPMPkHEDJsGJYGXvp7St8Pucfcjx0OwnL3wOH1kJsKX//NnVjFdoIbZ0NguHdiFBEREZ/hsRtB+vXrxx133OGp7qSCHhrZnh+2pLJ46xGWbDvCwDanr6hI2dYfWU+z0GaE+YdhtVh56uyn+MeSf0DhPVYnmXCvRD3Y58HTiln8e+E2UjLzSYwK4q7zVGCkNEZBAUdefAlnWhrW6CganHtuzQeRvh9e7gkO972KNuA8gK1/bmSCS16FoNq3p5+IiIjUPh4paHHixAlefPFFGjdu7InupBKaRwdzU/9mADz13SYcTpe3Q/IZhmHw0eaPuHnuzUz4aQIuw/13N6zZMKafN52YoJhi7WODYkssw74lOZO3l+0B4LGLO6o0fhmyf/4ZZ1oalobRBJ91lneCyD1WlFiVzij8EhERETmzCq9cRUREFLuHxDAMsrKyCAoK4sMPP/R0fFIB95zfmi/WHmBbSjaf/nqA6/o29XZItV6uPZfHlj/G3N1zAQiyBVHgLCDA6i6zPSRxCIMSBrHq0CoWLF/A0P5D6RPf57QVK8MweHT2RpwugxEd4xjUNqbE8cQt48vCva0uGoXJqkqKIiIiUjdU+KeaF154oVhyZTabadiwIX379iUiIsLT8UkFhAXZuHdwayZ/s4npC7YyqmsjQgK0c3lpdmXsIunHJHZm7MRqspLUK4kb2t9wWgEKi9lCr9hepPql0iu2V4n7Wn2x9iCr96QR5Gdh4qgONfgufI8zPZ2swgqeYaNPv4dTRERExFdVOLm6+eZaXDZZuKFfIh8s38uuozm8tngn/xzRztsh1Urz98zn0WWPkuvIpWFgQ6YNnEaP2B7lOPN06bkFTJmzGYB7BrcmPjzQw9HWLRlz5oDdjn/79gS0bevtcEREREQ8psL3XL3zzjt89tlnpx3/7LPPeO+99zwVl1SSzWLmoZHuhOq/P+/mQFqut0OqdfKd+UxfM51cRy69Ynvx6ahPK51YATz3/VaO5RTQOqYBtwxo7tFY66KM2V8BEK5VKxEREaljKpxcTZkyhejo6NOOx8TE8PTTT3sqLqmCoR1i6dcikgKHi+e+31qOM+oXf4s/z5/3PLd0uoU3h71JdODp/57La/3+dD5etQ+AJ0Z3ws/qkRoxdZYrLw9zcBDYbIReeKG3wxERERHxqAr/JLhv3z6aNz/9t/OJiYns27fPU3FJFZhM7o2FTSb4at0hftuX5u2QvG5Nyhq+3fVt0fOOUR25v+f9WM2VL6bgdBk8MnsjhgGXdm9MvxZRHoq27jIHBJD4zju0XroEawm/pKlRB3717vgiIiJS51Q4uYqJieH3338/7fj69euJitIPl7VFp8ZhXN6jCQBPfrcZw6if5aQNw+D9P97n1u9vZdKySWw5vsVjfX+8ah8bDmYQEmBlwgW6t60irN4ufnN0Oyx67MztrP4QpO9rIiIiUj4V/rX9tddeyz333ENISAjnFm78uWTJEu69916uueaa6ohRKukfw9ry3e+HWbM3jTkbkrmwSyNvh1Sjcuw5TFw2kfl750PhvlVNQzxTnv5IVj7PznMnag8Mb0tMSIBH+q3LCg4cwOTnhy3Gy2Xqc4/Dx1dBfhY06gYjnwOrH3aHg2XLljFgwABsJ8vDB0VBeIJ34xURERGfUeHk6oknnmDPnj0MHjwYa+EPIC6Xi5tuukn3XNUycWEB/N/AFsxYuJ2p8zYzuH1MvdnYdlf6Lu5bfB+7M3ZjNVl5oPcDXNvu2tPKrFfWlLmbycpz0KlxKNf3TfRIn3Xd0ZdeIuObb4mdMIHIG2/wThCOAvj0Jji+C8KbwvWfQ4OG7tfsdjKCDkKjrmDTFgYiIiJScRVOrvz8/Jg1axZPPvkk69atIzAwkM6dO5OYqB8wPc3pcrI2dS1Hco/QMKghPWJ6lLjHUlnuOLcFn6zax/7jJ3jvlz3838CWHh+jut9DRftfsG8BE5dN5ITjBDFBMTw/8Hm6xXTz2Jgrdx3jf2sPYjLBE5d0wmL2TMJWlzmzc8icvwBcLgI7d/JOEIYB3yXBnp/ALwSunXUqsRIRERHxgErfzd+6dWtat27t2WikyMK9C5m6aiopuSlFx2KDYnmoz0MMSRxS7n6C/Kw8MLwd//hsPS//sIMrejYhqoG/R8eo7vdQ0f67xXTjhOMEfeL68Oy5zxIV6Ll7ZuxOF49+tRGAa3o3pXtTbZxdHlkLFmCcOIFfYiIBXbt6J4jlL8NvH4DJDFe8DbHa7FlEREQ8q8IFLS6//HKeeeaZ044/++yzXHnllZ6Kq15buHchSYuTiiUNAKm5qSQtTmLh3oUV6u+y7o3p1DiUrHwHMxZur5Yxqvs9VKT/+Xvmc03ba/jP0P94NLECeH/FPralZBMZ7Mc/h2sD3PLKmD0bgLBLR3vs0swK2ToX5j/qfjzsKWgzrOZjEBERkTqvwitXS5cu5bHHTq+yNXLkSJ5//nlPxVVvOV1Opq6aisHp1f1OHnvk50dYl7oOs8mdG/9f1/8j2BYMwKJ9i1ifuv60c9u2P8F2+yE+/nUQ1/drUq4xOkd3JjY4FoBfDv3CikMrSo372nbX0qiBu2DGysMr+dfP/yqz/2dWPcOghEFsOLqBH/b9UGq/o1uNpkV4CwD+OPoH3+/5Hpfh4rNtn5XavwkTi/cv5qE+D5Xab0U4XQYrdx/np8Mmvlm9A4CHRrYjItjPI/3XdfaDB8lduRKAsFGjaj6A5I3wxW2AAT1vhn531XwMIiIiUi9UOLnKzs7Gz+/0HyptNhuZmZmeiqveWpu69rTVmL/KceTw3qb3ip7f1PGmouRqxaEVzNw6s8Tz/KKgIK0f/5r7NSnmM4/xy6FfuLT1pQCsT13PO3+8U2r7IYlDipKr+Xvmk+vILbP/5Nxk1qauZVf6rjL77Rnbsyi52pG+o8y2JxkYRf33jut9xvZlmbfxMJO/2cThjDzAAriwWUw08Kv8/lj1TcY33wAQ1LcvtsaNa3bw7FT45BooyIbm58IF08AbK2ciIiJSL1T4J8TOnTsza9YsJk6cWOz4zJkz6dBB9zBU1ZHcI+Vqd26Tc2kR5k46Aq2BRcf7NepHgLXksuAZJ+x8vD2Q9Ye3EliOn3ELXAVFj7vGdOXmjjeX2rZh4KnCAOEB4eV6D0dyj9A2sm2Z/TYJaVL0uFV4K27ueDO7Mnax9MDScvVfFfM2HuauD9eetj5mdxqM+3gtr5l7MKJT/SpvXxmZc+cBEDZ6dM0ObD8BM6+DjP0Q1Qqueh8sqgIoIiIi1afCydWjjz7KZZddxs6dOzn//PMBWLRoER9//DGff/55dcRYrzQMKl/1sps73lziqszgxMEMThxc6nmW9D94/7dD5RrjZPIGcFb8WZwVf1a5zuvXqB9v/P7GGds1DGpIt5hu5a7k1zG6Ix2jO7I6eXW5kqvy/l2WxOkymPzNphIuPDxl8jebGNohTtUCzyDxg/fJnDuPkKFDa25Qw4CvxsOB1RAQDtd9CoEqPiIiIiLVq8IFLUaNGsXs2bPZsWMHd999N3//+985ePAgP/zwA61ataqeKOuRHjE9iA2KxUTJP7CbMBEXFEePmB6V6v/ewa0JNtrgsoeV2qaqY1T3e6ju/tNzC3j1xx2FlwKWzAAOZ+SxavfxSo1Rn1hCQ4m4+iosDYJrbtAlz8LGz8Fshas/gKiW5ThJREREpGoqnFwBXHjhhSxbtoycnBx27drFVVddxT/+8Q+6eqvEch1iMVuKCjH8NXk4+fzBPg9Weq+o8CA/7h3clvyUUe4MoRrGqO734On+U7Py+Pb3Q0z8aiMjZiyl2+MLeH7BtnKfKyUzjLLW/arRxv/B4sINzS983n2vlYiIiEgNqFRyRWHVwDFjxhAfH8/zzz/P+eefz4oVpVeTk/IbkjiE6edNJyYoptjx2KBYpp83vcp7RN3YL5Emfn04cfAGgsyRxV6L8dAYpb2H2tD/gbRc/rf2AA998TvnT1tMn6cWMf7j33h/+V62JGcBEB9e8n1rfxUTUr529VHW9/PZfeVVRQUtasSBNTC7sBpgv3Hu6oAiIiIiNaRC91wlJyfz7rvv8tZbb5GZmclVV11Ffn4+s2fPVjELDxuSOIRBCYNYm7qWI7lHaBjUkB4xPSq92vNnflYzEy5oz/99kEvKHx2wBO3GZM3CcISQbWuPo31Hj7wHR1ZHsnc8SK59s9f6NwyD3UdzWLX7OCt3H2fV7uMcTD9RrB+TCdrHhdKneSR9m0fSu3kkEUF+nP3MDyRn5JV435UJiAsLoE/zyBJeFQr3tsrbsIH87TtqaMADMPNacORB6+Ew7ImaGVdERESkULmTq1GjRrF06VIuvPBCZsyYwYgRI7BYLLz++uvVG2E9ZjFbqlxKvDQu18mUwYwz99T9KCkUcNeHa3nthqpVwiteaa9m+7/zw7Vc3SuB7HwHK3cf52h2frFzLWYTnRuH0bd5JH1bRNIzMZKwwNOryE0a1YG7PlyLqfAeq5NMf3pdxSxK5jh2jOyffgIgbPQl1T9gfra75Hp2CsR0hCveAg/8IkJERESkIsqdXM2dO5d77rmHu+66i9atW1dvVFKtnC6Dx7/dVOJrJ5OIh77YQE6+A3MlkgeXy+DxbzeXuOJTU/3P+nV/0TE/q5luCeH0ax5Jn+ZRdG8aTrD/mf/pj+jUiNdu6PGnfa7c4sICmDSqQ60vw24/dAhHWlqpr1sjIrDFx1fL2JnffgtOJwFduuDfokU5zqgClwv+dwckb4DghnDdTPAPqd4xRUREREpQ7uTq559/5q233qJnz560b9+eG2+8kWuuuaZ6o5NqsWr38TIr4QGkn7Dz989+r7YYqrt/gKt6NeGKngl0aRJGgK1yqxgjOjViaIc4lu9IZf5PKxl2Tl/6t4qp9StW9kOH2DliJEZBQaltTH5+tJw3t1oSrPSvvgIg7JKLPd73aRY9Blu/A4s/XPMxhDet/jFFRERESlDu5Kpfv37069ePGTNmMGvWLN5++22SkpJwuVwsWLCAhIQEQkL022JfUN4Kd23jQogJ8a9E//lsLSwM4c3+B7SK9sg9URazib7NIzm22aBv88han1gBONLSykysAIyCAhxpaR5PrvK2biN/02aw2Qi94AKP9n2a3z6CZf92P77kZUjoU73jiYiIiJShwpsIBwcHc8stt3DLLbewdetW3nrrLaZOncpDDz3E0KFD+frrr6snUvGY8la4e2xUR/q3jKpw/8t3HuPaN89cObK6+1clP+/ImD0bgJDzzsMaUY0b9+5ZBt/c63587gPQ5arqG0tERESkHCpdih2gbdu2PPvssxw4cIBPPvnEc1FJterTPJJGYQGlbMHrLtjQqAqV8Hy9f6ma4P79aHD++YRddmn1DXJ8F8y6AVx26DAaznu4+sYSERERKacqJVcnWSwWRo8erVUrH2Exm5g0yl06/68Jiicq4fl6//VJwd69GC6XR/tscO65JLz6CiGDBlW9s/T9cGhd8a/dP8H7l8CJ4+7KgKNfA7NHvpWJiIiIVIl+IqmnTlbCiwsrfulcXFhAlcuk14X+fZ2zjCqBf3Yo6e9sP+dcjv7njWqPqcLS98PLPeGNgcW/3rsI0ve52xzbDrnHvB2piIiICFTmniupO05Wwlu1+zipWXnEhLgvpfPUio+v9++LjIICjn/wIUdeeql8J/j74zx2zL2TciHHsWMcfeUVgvr3J7hvXyyhoSWe+tdS767cXDK//ZYG552HNSam6qXec4+BI7/sNs4Cd7vwhMqPIyIiIuIhSq7qOYvZVKmiEvWlf1+SvWQJKVOmUrBnT7nPafbeexj2AmyNGxcdy1m+grSPPyHt40/AbCagcyeC+/cn+KyzCOzWDbOfX5ml3tNnfQrVXOpdREREpDZSciXi4/J37yZl6lRyliwFwBIVRdQtt3Dk3/8+4z5X1piGpyU/fs2aEXHddeQsX07B7t3krf+dvPW/c+z1/2AKDCThlZcxh4V5rdS7iIiISG2l5ErEhxmGwaF/Pkjehg1gtRJ5441E330XlpAQQgd0xZG8r9RzrXFNS0x8Ajt1JLBTRwDshw+T88tycpa7v5zHjuHXshWOo0eq9X1xfBesqoX3gYmIiIiUQcmViI8xXC5wOjHZbJhMJmIe+AfH/vtfYh+agH+L5u5G6fuxfT4SW1n3LFn9YfyaMu9XsjVqRPjllxF++WUYhkHB7t3YYmOqJ7my58GWb2Hte7B7qef7FxEREalmSq5EfMiJ9etJfuppQs4fRPSddwIQ3KcPwX36FG9YnmIQjvwKFYMwmUz4t2hR6dhLlfIHrH0f1s+EvPSTo0GT3nBglefHExEREakmSq5EfIA9NZUjz08n46uv3M8PHyJy7FjM/v7eDq1y8rNg4//cSdXBX08dD20C3W9wf+Uec5deFxEREfERSq5EajFXQQFp77/P0Vdfw5WbC0DY6NE0TLrfM4lVflbV+ygvw4CDa2DNu+7Eyp7jPm62QtsLoMcYaDkIzJZT51j9y16Bs/pDkKpFioiISO2g5ErES/66T9RfOQ4fJuW557DvdRelCOjShbh/PUxg166eC+K9iyCsKcR2hLhO7j9jO0Nk8+JJzl9lpZSv/6wUyG0Ev89yr1Klbjr1WlQr6HETdL0WGsScfm54gvuesLI2CQ6K0h5XIiIiUmsouRLxgrL2iTrJZLNhGAaWhtHEJP2dsEsuxmQ2n7nz7CPw0/TyB5Oxz/21be6pY7YgiGkPsZ0grnNh0tURAsIAsPq7MJkNDFfpGzabzAbWX1+ABSvBWbj6ZA2ADqOh5xho2r/Y5sUlCk9Q8iQiIiI+Q8mViBc40tLOvE+U3U7sv/5F2KWXYmkQfOZO7Sdg+Svw8wwoKOflfmO+BZMZUjZC8gZ3cYnUzWDPdV/Cd3BN8fbhTSG2E7agaFpemIojv/Rkz+rvwnb0sPtJXGf3ZX+dr4TA8PLFJiIiIuJjlFyJ1GKBPbqfObFyuWDDp7Doccg86D4W3QaObjvzAP4hEN8Nmg34U39O9z5TyRvcSVfKH5C8ETIPQPo+9xdgCwZbsLPs/ttfDOf83T2GiIiISB2n5ErEl+1eCvMfgcPr3c9Dm8CQSZDQF17pXbliEGYLRLd2f3W67NTxE2mnEq3dS2DrnDPHp8RKRERE6hElVyK+6MhWWDDp1H1SfiFwThL0uwtsge5jni4GERgBzc52fzXtV77kSkRERKQeUXIl4gU5y1dU7sTsI7B4irucueEEkwV63QLnPQTB0cXbqhiEiIiISI1SciXiBa6c7IqdUFKxirYXwtDJ7sv3RERERMTrlFyJ1BDDMDAVlh4PGTKEY6+9Xp6TYP3M4sUqGnWD4U+5L8/zlqAobfArIiIi8hdKrkRqQO6vv5I67XkSXn8NS3g41ogITH42jAJ7qeeYbFasc/8Pcja6D4QlwOCJ0OkKKM9+V9VJG/yKiIiInEbJlUg1MgyD4++9R+pz08Dp5MhLLxP36CPYgpzufaJyHKWea/V3YcvZB/6h7mIVfe88VayiNtA9XSIiIiLFKLkSqSbO7BwOP/IIWfPmARB60UXE/D3J/WLuMWz+J7D5n6GTjpfBBc+dXqxCRERERGodJVci1SB/504O/O0eCnbtApuN2AcfJOL664ruuSq3AfcqsRIRERHxEUquRDwsZ+Uq9t91F0ZuLtbYWBrPeIGg7t29HZaIiIiIVDMlVyIeFtC2DdaICGxdutD4+WlYo1QxT0RERKQ+8HLJMbdXXnmFZs2aERAQQN++fVm1alWpbf/44w8uv/xymjVrhslkYsaMGae1mTJlCr179yYkJISYmBhGjx7N1q1bq/ldSH3mzMjAMAwALOHhJH7wPk3/+6YSKxEREZF6xOvJ1axZs0hKSmLSpEmsXbuWrl27Mnz4cFJTU0tsn5ubS4sWLZg6dSpxcXEltlmyZAnjxo1jxYoVLFiwALvdzrBhw8jJyanmdyP1Uc7KVey84ELSP/2s6JgtPh6TVQvDIiIiIvWJ15Or6dOnc/vttzN27Fg6dOjA66+/TlBQEG+//XaJ7Xv37s1zzz3HNddcg79/yaXW5s2bx80330zHjh3p2rUr7777Lvv27WPNmjXV/G6kPjEMg2NvvcW+W27BeewY6Z9/juF0ejssEREREfESr/5qvaCggDVr1jBhwoSiY2azmSFDhrB8+XKPjZORkQFAZGRkia/n5+eTn59f9DwzMxMAu92O3V76Jq8n2/z5T6k77IcP40xLA8DhcOB/8CDZv/+O1WrFOHGC4//9Lyd+XgZAyKiLaPjoozhcLnC5zty5LQQrJkwYpTYxLP44/MJA/7ZqhD7L9YPmue7THNd9muP6oTbNc0Vi8GpydfToUZxOJ7GxscWOx8bGsmXLFo+M4XK5uO+++xgwYACdOnUqsc2UKVOYPHnyacfnz59PUFBQucZZsGBBlWOV2sOalk6zadMwO05t8psIJPNSsXaG2UzqJRezrW9f+PHHcvcfn7aC3hjYzQGsbHE/DsvpmwMXWBtwYtnvwO9VfDdSEfos1w+a57pPc1z3aY7rh9owz7m5ueVuW+dvChk3bhwbN27k559/LrXNhAkTSEpKKnqemZlJQkICw4YNIzQ0tMz+7XY7CxYsYOjQodhsNo/GLt6Tt2kTB/6UWJUm9onHaX3xxRXr3OXE+uaTAJgH3EPfc/9e2TDFg/RZrh80z3Wf5rju0xzXD7Vpnk9e1VYeXk2uoqOjsVgspKSkFDuekpJSarGKihg/fjzffvstS5cupUmTJqW28/f3L/H+LZvNVu7JrEhbqf0c5SxGEdSuXcXnfcNXcHQbBIRhGTAei/7d1Cr6LNcPmue6T3Nc92mO64faMM8VGd+rBS38/Pzo2bMnixYtKjrmcrlYtGgR/fv3r3S/hmEwfvx4vvzyS3744QeaN2/uoYhFqsjlhMVT3Y/7/w0CwrwdkYiIiIh4iNcvC0xKSmLMmDH06tWLPn36MGPGDHJychg7diwAN910E40bN2bKlClQWARj06ZNRY8PHjzIunXraNCgAa1atYLCSwE//vhjvvrqK0JCQkhOTgYgLCyMwMDT720RqTEbPodj2yEwAvr+n7ejEREREREP8npydfXVV3PkyBEmTpxIcnIy3bp1Y968eUVFLvbt24fZfGqB7dChQ3Tv3r3o+bRp05g2bRoDBw5k8eLFALz22msAnHfeecXGeuedd7j55ptr6J2J/IXTAUuecT8+628QUPb9fCIiIiLiW7yeXFF4b9T48eNLfO1kwnRSs2bNMIzSy1dTeFmgSK2z4VM4vhMCI6HPHd6ORkREREQ8zOubCIvUC04HLHnW/XjAPeAf4u2IRERERMTDlFyJlMAaEQFnqBho8vNztyuP32dC2m4Iiobet3smSBERERGpVWrFZYEitY0tPh7/9u3J37CBsMsvI+Sqq1i2bBkDBgzAWph0WSMisMXHn7kzp/1Pq1b3gn+Dao5eRERERLxByZVICfK2bCF/wwawWml4z70QGUH+nj0EdOhQ8b0W1n0M6XshOAZ631ZdIYuIiIiIlym5EimBf+vWNHn5JfJ37sIWG4Pdbq9cR44CWPqc+/HZ94FfkEfjFBEREZHaQ8mVSAlMFgshQ4YQMqSKHa37EDL2Q4NY6HWLh6ITERERkdpIBS1E/sJjpfwd+bD0effjs5PApg2sRUREROoyJVcif2IUFLDn8is48uqruHJzq9bZ2vch8wCENIKe2rxaREREpK5TciXyJ5nz5pG3aRPpM2dhqmjhij+z58FP092Pz04CW4DHYhQRERGR2knJlUghwzA4/v4HAERcd23Vkqu170PWIQhtDD1u8lyQIiIiIlJrKbkSKXTit3XkbdyIyc+P8KuuqnxH9hPwU+G9Vudo1UpERESkvlByJVLo+AfvAxA66iKskZGV72jNu5CdDGEJ0P1GzwUoIiIiIrWakisRwH74MFnzFwAQeVMVLuMryIWfX3A/PufvYPX3UIQiIiIiUtspuRIB0j7+GJxOgvr0IaBt28p39OvbkJ0CYU2h2/WeDFFEREREajltIiwChF40Csfx44QMqcKuwQU5sGyG+/HAB8Dq57H4RERERKT2U3IlAgS0bUP8U09VrZPV/4WcIxDRDLpe66nQRERERMRH6LJAEU/Iz4Zl/3Y/PvcBsFShjLuIiIiI+CQlV1Kv5axYyaGHJpC3eXPVOlr9JuQeg4jm0OUaT4UnIiIiIj5EyZXUa8fffZeM2bNJ//yLyneSn3Vq1Wrgg2DR1bYiIiIi9ZGSK6m3CvbuJXvJEgAibqhCZb+V/4ETaRDZEjpf6bkARURERMSnKLmSeuv4hx+BYRA88Fz8mzevXCd5mfDLS+7H5z2kVSsRERGRekzJldRLzuxsMv73PwAib6zCpsErX4e8dIhuA50u91yAIiIiIuJzlFxJvZTxv//hysnBr2VLggecVblOTqTD8pfdjwc+CGaLR2MUEREREd+i5ErqHcPpdF8SCETeeAMmk6lyHa18HfIyoGE76HipZ4MUEREREZ+j5ErqHcPhIPzS0fi3bkXYxRdXrpMTabD8FfdjrVqJiIiIiJIrqY/M/v5E33UXzb/+GnNQUOU6Wf4q5GdCTAfoMNrTIYqIiIiID1JyJfVWpS8HzD0OK15zPz7vITDrYyQiIiIiSq6knjn27rtkzp+P4XRWvpPlL0NBFsR2gnajPBmeiIiIiPgwbcoj9YYjLY0jL8zAyM8n8eOPCOrRo+Kd5B5zbxoMcN4ErVqJiIiISBH9ZCj1Rvqnn2Hk5+PfoT2B3btXqg/zilegIBviukC7Cz0eo4iIiIj4Lq1cSb1g2O2kffwxFG4aXJn7rfzsmZg3vuV+MuhhqOw9WyIiIiJSJym5knoha8ECHCkpWKKiCL3wgvKdlL7ffRkggMNBx4OfYLLnQHRbCIlzvx6eUK1xi4iIiIjvUHIl9cLx9z8AIOKaazD7+Z35hPT98HJPcOQDYAOannzt6FZ44zyw+sP4NUqwRERERAR0z5XUByc2bODEunVgsxFxzdXlOyn3WFFiVSpH/qmVLRERERGp97RyJXWeYbcT0KUL/s2bYW3Y0NvhiIiIiEgdpeRK6rygHj1o/uksXHl53g5FREREROowXRYo9YY5IKB8DTMOwM8zqjscEREREaljlFxJneXKz+f4e+/hzMgo3wlpe+Dre+Df3WDTl9UdnoiIiIjUMUqupM7K/G4OKVOmsue66zEMo/SGR3fAl3fBiz1g7XvgskOjym0yLCIiIiL1l+65kjrJMAyOf+Auvx42+pKSNw1O3QI/TYONX4Dhch9reT6c+0+wBcIbA2s4ahERERHxZUqupE468euv5G/ejCkggIgrryz+YvIGWPocbPoaKFzRajPCnVQ16el+nr7fvY9VWeXYrf4QFFWN70JEREREfImSK6mTTm4aHHbxxVjCw90HD651J1Vb55xq2H4UnPsANOpavIPwBPcGwYX7WNkdDpYtW8aAAQOwWQs/NkFR2kBYRERERIoouRLflL6/1A18C5KPkLVoEQCRN94A+1bC0mdhx8LCFibodBmc8w+I7VD6GOEJp5Inu52MoIPuJMxm8/jbERERERHfp+RKqoX90CEcaWmlvm6NiMAWH1+5ztP3w8s9S71kL21dKLgaENylJf6/JMHupe4XTBbofCWc83do2KZyY4uIiIiIlELJlXic/dAhdo4YiVFQUGobk58fLefNrVyClXuszHuhXA4TmAwiwlbB7nwwW6HrtXBOEkS2qPh4IiIiIiLloORKPM6RllZmYgVgFBTgSEur/OpVGRr1yiC6QxbWYDP0vBXOvg/Cm3p8HBERERGRP1NyJXWSLcgF130KrYd6OxQRERERqSe0ibB4Txn7+lZGXrqV/Mw//b4guKFnBxARERERKYNWrsRr9t1yC0G9exPUoztBffoQ2Llzuc+151hw5Bf/3UDy2lDyjvoT1T6LiFa5qKafiIiIiNQkJVfiNa7MTLIXLSJ70SKCz+pP07ffLnote9kyAjp0wBoRcdp59pSj7PwuBsNlKrHfY5tDOL61AS2vO4rN87d0iYiIiIiUSMmVeE3c00/hSksn97e1BPXqVXTccfw4+2+9DQC/5s0J7NGdoB49COzeA7/mzXBkZJWaWJ1kuEw4MrK0eiUiIiIiNUbJlXhNQNu2BHbsSBS3FDvuSEnBr0ULCnbtomD3bgp27ybji/8BYImIIOyichapCAirjrBFREREREqk5Ko2St/v3supNEFREJ5QkxFViDUiApOf3xn3uSrpkj+AgPbtaTnnOxxpaZxYt44Ta38j97e15P2+AWdaGubQchaqCImt7FsQEREREakwJVe1Tfp+eLlnmZvkYvWH8WtqbYJli4+n5by5pDz7LFnzvidk5Eiibru1WBtrRMQZ97iyRkQQMmgQIYMGQeHeWHmbNuHMy6vW+EVEREREKkPJVW2Te6zsxArcr+ceq7XJFYUJVv7WbQCEXXgBgR07VrlPk58fgd26ceKPPzwQoYiIiIiIZ9WKfa5eeeUVmjVrRkBAAH379mXVqlWltv3jjz+4/PLLadasGSaTiRkzZlS5T/E8e0oKBbt3g9lMUJ8+3g5HRERERKTaeT25mjVrFklJSUyaNIm1a9fStWtXhg8fTmpqaontc3NzadGiBVOnTiUuLs4jfYrn5SxfDkBAx45YQkO9HY6IiIiISLXz+mWB06dP5/bbb2fs2LEAvP7663z33Xe8/fbbPPTQQ6e17927N7179wYo8fXK9Jmfn09+/qlL8TIzMwGw2+3Y7fYy4z/5+pnalZvDUa7y4XaHAzw1ZjXw79mTho/8C3ODBp77uylkNGiAyQKGs/Q2Jj8/jJAQj43t8XmWWkdzXD9onus+zXHdpzmuH2rTPFckBq8mVwUFBaxZs4YJEyYUHTObzQwZMoTlhSsfNdHnlClTmDx58mnH58+fT1BQULnGXbBgQaXi/auw3D2cV452y5YtIyPooEfGrDYhIe4/58zxaLcN8g5y7gUpFBTYWNbqIVwW/9PaOIOC2frbb/Dbbx4d21PzLLWX5rh+0DzXfZrjuk9zXD/UhnnOzc0td1uvJldHjx7F6XQSG1u8ZHZsbCxbtmypsT4nTJhAUlJS0fPMzEwSEhIYNmwYoWe4pM1ut7NgwQKGDh2KzeaBLWsPr4etZ242YMAAaNS16uP5IPMvL2IJdmLpfB6Drh1fI2N6fJ6l1tEc1w+a57pPc1z3aY7rh9o0zyevaisPr18WWBv4+/vj73/66ofNZiv3ZFakbZms5ZsSm9UKtfQbSvbPy7Af2E+Dc87B1rix5wfYMR8Ac7uRmGv478Bj8yy1lua4ftA8132a47pPc1w/1IZ5rsj4Xi1oER0djcViISUlpdjxlJSUUotVeKPPGhUU5d7HqixWf3e7Wip91iySH5tMxjffeL7znKNwoLDyY9uRnu9fRERERKSSvJpc+fn50bNnTxYtWlR0zOVysWjRIvr3719r+qxR4QnuDYLvWHLqa8y3p6bq2pm1egNhw+kkp7DsfXC/fp4fYPt8MFwQ1xnCmni+fxERERGRSvL6ZYFJSUmMGTOGXr160adPH2bMmEFOTk5Rpb+bbrqJxo0bM2XKFCgsWLFp06aixwcPHmTdunU0aNCAVq1alavPWi884fTkKbE/7F0G6ftr9YpN3uYtuDIyMDdoQECnTp4fYOtc959tau/fgYiIiIjUT15Prq6++mqOHDnCxIkTSU5Oplu3bsybN6+oIMW+ffswm08tsB06dIju3bsXPZ82bRrTpk1j4MCBLF68uFx9+qQ2w93J1bZ50PcOb0dTqtwV7oqMQb17Yyrn/WPl5siHnT+4H9fiBFNERERE6ievJ1cA48ePZ/z4kqu+nUyYTmrWrBmGYVSpT5/UejgsmAh7foaCHPAL9nZEJcpZvgKA4P7VcEngnp+gIBsaxEGjbp7vX0RERESkCrx6z5VUQMO2EN4UnPmwa4m3oymRq6CA3DVrAAiqjvutts5z/9lmOJj1T1dEREREahf9hOorTCb36hXA9u+9HU2J8rdtx7DbsURH49+6tWc7N4xT91u1vcCzfYuIiIiIeECtuCxQyqnNCFj9Jmyb7042TCZvR1RMYKeOtFmxnIJ9+zB5OraUjZB5AKyB0GKgZ/sWEREREfEArVz5kmZngy0Isg5B8gZvR1MiS0gIgR07er7jk5cEthwEtkDP9y8iIiIiUkVKrnyJLQCaF67a1NJLA6vN1jnuP9uM8HYkIiIiIiIlUnLla9oMc/+5bb63Iykm+6ef2H311Rx//wPPd56VDIfWuh+3Ge75/kVEREREPEDJla85WdTiwGrIOebtaIrk/LyMvPW/k799u+c731Z4SWDjnhAS5/n+RUREREQ8QMmVrwlrDLGdAQN2LPB2NEVyVlTj/lZFJdi1cbCIiIiI1F5KrnxR0aWBteO+K8exY+Rv3QrVsb9VQS7sKtxIuq3utxIRERGR2kvJlS86eWngzkXgdHg7GnJXrgTAv21brJGRnu189xJwnICwBIjt5Nm+RUREREQ8SMmVL2rSCwIjIS8D9q/0djTkLC+8JNDTq1ZwauPgNiNq3b5eIiIiIiJ/puTKF5kt0Hqo+/HJYg9edPJ+q6B+fT3bsct16tLHtrrfSkRERERqNyVXvqp14X1X271bkt2Vn09Ahw5YoqMJ6t3bs50f/g2yk8GvgXsDZRERERGRWszq7QCkkloNBpMFjmyBtL0QkeiVMMz+/jT59wwMw8Dk6cv2TlYJbHk+WP0927eIiIiIiIdp5cpXBUZA08J7nLy8egV4PrHiT/dbtb3A832LiIiIiHiYkitfdvLSQC/dd2UYBvm7d2MYhuc7T98PKRvAZD71PkVEREREajElV76sTWFJ9t0/QUFOjQ+fv307u0ZewK6RF2C4XJ7t/GTCmNAXgqM827eIiIiISDVQcuXLGraDsKbgzIfdS2t8+NzCKoG2+HhMZg//U/pzCXYRERERER+g5MqXmUynVq9OliyvQSf3twrq7+H9rfKzYM9P7scqwS4iIiIiPkLJla87mVxtnw/Vce9TKQyHg9zVqwEI7tffs53v/BGcBRDZAqLbeLZvEREREZFqouTK1zU7G6yBkHkQUjbW2LB5Gzfiys7GHBpKQIf2nu286JLAke7VORERERERH6DkytfZAqHFQPfjGrw0MKfwfqvgvn0xWSye69jlhO2F76Ot7rcSEREREd+h5KouOFmqvAb3u6q2+60O/Aq5xyAgDJp6+HJDEREREZFqZPV2AOIBbYbDd8CB1ZBzrEZKl0fddhsB7drS4OyzPdvx1jnuP1sNBYvNs32LiIiIiFQjrVzVBWFNILYTGC7YsbBGhmxwztnETpiAX9Omnu345P5WqhIoIiIiIj5GyVVdUXRpYM2XZPeY47vgyBYwW6HVEG9HIyIiIiJSIUqu6oqTJdl3LASno1qHOv7RR+SsWIFRUODZjrcWrlo17Q+B4Z7tW0RERESkmim5qiua9IbACMjLgAOrqm0YZ2YmKU89zb6bx+I4ftyznW8rLMHe9gLP9isiIiIiUgOUXNUVZou7CAR/um+pGuSuWgUuF37NmmGLi/NcxyfSYe8v7scqwS4iIiIiPkjJVV1y8tLAbdVXkj1nxUqojhLsOxaCywHRbSGyhWf7FhERERGpAUqu6pKW54PJDEc2Q/q+ahkiZ8VyAIL7eXgPKlUJFBEREREfp+SqLgmKhITCFaVtnq8aaE9NpWDHTjCZCO7bx3MdO+2nNkBWciUiIiIiPkrJVV3TprAkezUkV7kr3ZcEBrRvjyXcg9X89q1wF+IIinIX5hARERER8UFKruqa1oX3Xe35CQpyPdr1id9+g+q432prYZXA1sPdhTlERERERHyQ1dsBiIfFtIewBMjYD7uXerTyXuwjjxB+5ZWYGzTwWJ8Yxp9KsKtKoIiIiIj4Lq1c1TUm06mqgds9e2mgyWwmoH17/BISPNfp0e1wfBdY/NwFOUREREREfJSSq7ro5KWB2753rwzVZlvnuP9sdg74h3g7GhERERGRSlNyVRc1PwesgZB5EFL+8EiXyU88yaEHHyRvyxaP9FdEJdhFREREpI5QclUX2QKh+bnuxx64NNBwucj87jsyvvoaV64Hi2TkHIP97gqEtNH9ViIiIiLi25Rc1VUn77vaNr/KXeVv3YozPR1zUBCBnTtXPbaTts8HwwWxnSHcg/dxiYiIiIh4gZKruqp14X5XB1ZB7vEqdZWzfAUAgb17YbLZPBGdW1GVQF0SKCIiIiK+T8lVXRWeADEd3StDOxZWqaucFcsBCO7X30PBAY582LHI/Vgl2EVERESkDlByVZe1KVy92lb5+66MggJyf10DQLAnNw/e8zMUZEODWGjU3XP9ioiIiIh4iZKruuxkkYgdC8HpqFQXJ37/HSM3F0tEBP5t2ngutpNVAtuMALP+GYqIiIiI79NPtXVZk94QGAF56XBgdaW6cJ3Iw79tW4L798PkqSTIMGCr7rcSERERkbrF6u0ApBqZLdBqCGz4zL1SlFjxe6YanHM2Dc45G8NRuZWvEqX8ARn73XtxNR/ouX5FRERERLxIK1d1XevCkuzbq1aS3WT1YB5+skpgi/PAL8hz/YqIiIiIeJGSq7qu1WAwmSF1E6Tvr9CpzvR0XHl5no+p6JJAVQkUERERkbpDyVVdFxQJCX3dj7dXrGrg0TfeZFufvhx76y3PxZOVAgfd1QeLCm6IiIiIiNQBSq7qg9aVK8mes2I5RkEB1phYz8VyskpgfA8IifNcvyIiIiIiXqbkqj5oU3jf1e6lUJBbrlMcaWnkb94CQHC/vp6L5WRy1fYCz/UpIiIiIlILKLmqD2I6QGgTcOTBnp/KdUruylVgGPi3boW1YUPPxGE/ATt/dD/W/VYiIiIiUscouaoPTKZTq1flvDQwZ8VyAIL6Vbx8e6l2LQHHCXeiF9vJc/2KiIiIiNQCSq7qiz8nV4Zxxua5y1cAENy/n+di2PanjYNNJs/1KyIiIiJSC9SK5OqVV16hWbNmBAQE0LdvX1atWlVm+88++4x27doREBBA586dmTNnTrHXs7OzGT9+PE2aNCEwMJAOHTrw+uuvV/O7qOWanQPWAMg84C7LXgb74cMU7N0LZjNBvXt7ZnyX69SqmS4JFBEREZE6yOvJ1axZs0hKSmLSpEmsXbuWrl27Mnz4cFJTU0ts/8svv3Dttddy66238ttvvzF69GhGjx7Nxo0bi9okJSUxb948PvzwQzZv3sx9993H+PHj+frrr2vwndUyfkHQ/Fz34zNcGmgKCCDmwQeJvPFGLCEhnhn/8DrIOgx+DdyJnoiIiIhIHeP15Gr69OncfvvtjB07tmiFKSgoiLfffrvE9v/+978ZMWIEDzzwAO3bt+eJJ56gR48evPzyy0VtfvnlF8aMGcN5551Hs2bNuOOOO+jatesZV8TqvJOXBm6fX2Yza0QEUWNvJnbCQ54b+2SVwJbng9Xfc/2KiIiIiNQSVm8OXlBQwJo1a5gwYULRMbPZzJAhQ1i+fHmJ5yxfvpykpKRix4YPH87s2bOLnp911ll8/fXX3HLLLcTHx7N48WK2bdvGCy+8UGKf+fn55OfnFz3PzMwEwG63Y7fby3wPJ18/U7taoflgbICxfyWOjBT3BsPVJeMA5B4remrd8AUmwBHdHmPfrxAUBWFNqm98D/OpeZZK0RzXD5rnuk9zXPdpjuuH2jTPFYnBq8nV0aNHcTqdxMYW36Q2NjaWLVu2lHhOcnJyie2Tk5OLnr/00kvccccdNGnSBKvVitls5s033+Tcc88tsc8pU6YwefLk047Pnz+foKCgcr2XBQsWlKudtw0KaEJo3gHW/286ByPPOu11a1o6QTt2kNuqFY6I8EqNEVhwlMGbHsRinP4P0frTM/DTMzhNNhZ1eIYTftGVGsNbfGWepfI0x/WD5rnu0xzXfZrj+qE2zHNubvn2icXbyVV1eemll1ixYgVff/01iYmJLF26lHHjxhEfH8+QIUNOaz9hwoRiq2GZmZkkJCQwbNgwQkNDyxzLbrezYMEChg4dis1mq5b340nmgF9h+Yv0aHCErhecvpFv+sefcPTzzwns25fG/32zcoMcXo/lj7IzfIthZ1DfrtCoa+XGqGG+Ns9ScZrj+kHzXPdpjus+zXH9UJvm+eRVbeXh1eQqOjoai8VCSkpKseMpKSnExcWVeE5cXFyZ7U+cOMHDDz/Ml19+yYUXXghAly5dWLduHdOmTSsxufL398ff//T7gGw2W7knsyJtvardBbD8Rcy7fsBsNoGl+D+BvNXu+9IanHVW5d+PtXz/rGxWK/jC39mf+Mw8S6VpjusHzXPdpzmu+zTH9UNtmOeKjO/VghZ+fn707NmTRYsWFR1zuVwsWrSI/v1L3ry2f//+xdpTuFx4sv3J+6TM5uJvzWKx4HK5quV9+JQmvSEgHE6kwYHVxV4ynE5yV7mPeXR/KxERERGResDrlwUmJSUxZswYevXqRZ8+fZgxYwY5OTmMHTsWgJtuuonGjRszZcoUAO69914GDhzI888/z4UXXsjMmTP59ddfeeONNwAIDQ1l4MCBPPDAAwQGBpKYmMiSJUt4//33mT59ulffa61gsUKrIbDxc9j+PSSeSmLzNm3ClZmJOSSEgI4dKz/G8d2eiVVERERExId4Pbm6+uqrOXLkCBMnTiQ5OZlu3boxb968oqIV+/btK7YKddZZZ/Hxxx/zyCOP8PDDD9O6dWtmz55Np06ditrMnDmTCRMmcP3113P8+HESExN56qmnuPPOO73yHmudNsPdydW2+TDksaLDOctXABDUpw8mi6Xi/R5cA0ufh63feTJaERERERGf4PXkCmD8+PGMHz++xNcWL1582rErr7ySK6+8stT+4uLieOeddzwaY53SagiYzJD6B6Tvh/AEAHJXuMvfB/erwCWBhgF7foafnoddP1ZXxCIiIiIitZ7XNxEWLwiKhCZ93I8LNxQ27HZyf1sH5b3fyjDcK19vD4f3LnInViYLdL0OrvqgWsMXEREREamNasXKlXhBm2GwfwVs+x5634rJZqPVD4vIXb0av5YtSz/P5YTNX7tXqpI3uI9Z/KH7DTDgXohIdK+GWf3BkV96P1Z/90bCIiIiIiJ1hJKr+qr1cFj0OOxeCvYTYAvEGhFB6LBhJbd32mHDZ/DzC3B0m/uYLRh63wL9x0PIn0rnhyfA+DWQe6z08YOiii5HFBERERGpC5Rc1VexHSG0CWQegN0/uVeySmLPg3UfwrJ/Q/o+97GAMOh7p/srKLLk88ITlDyJiIiISL2i5Kq+yjgAjXtA5gGcK97nwKQ3CO7WgajrRmOymMEa6C7VvvxlyC7ctDm4IfQfB71uhYBQb78DEREREZFaRclVLWQ/dAhHWlqpr1sjIrDFx1d+gPT92J/pjSPHAdjI3bqI3N/CKdiynuCDr7rH8HdhC3a624c2cd9P1eNGsAVWflwRERERkTpMyVUtYz90iJ0jRmIUFJTaxuTnR8t5cyudYNl3b2XnV+EYLlOx444TVvbMb+gew2zQ8hoztosmQJerwepXqbFEREREROoLlWKvZRxpaWUmVgBGQUGZK1tnHCMj67TE6rQxXCYc5zzhXq1SYiUiIiIickZaufJROStWYD94EIAGAwdi9vcHIG/zZgr27y/1vAZnn13+QUzKvUVEREREykvJlY868ty0osetf/6pKLlK/+xz0j7+uNTzWi5cUCPxiYiIiIjUN0qufJR/u3aYg4IAMFlPTaMtIYHAHj1KPc9k0yV+IiIiIiLVQcmVj2r01JMEdux42vGosTcTNfbmMs91bK7GwERERERE6indVCMiIiIiIuIBSq7qo4Awz7YTERERERElV7WNNSICk1/Z90WZ/PywRkRUfoym7TD52c4whg1r03aVHkNEREREpL7RPVe1jC0+npbz5pa5j5U1IqLSGwifGmNetY4hIiIiIlLfKLmqhWzx8dWe2NTEGCIiIiIi9YkuCxQREREREfEAJVciIiIiIiIeoORKRERERETEA5RciYiIiIiIeICSKxEREREREQ9QciUiIiIiIuIBSq5EREREREQ8QMmViIiIiIiIByi5EhERERER8QAlVyIiIiIiIh6g5EpERERERMQDlFyJiIiIiIh4gJIrERERERERD7B6O4DayDAMADIzM8/Y1m63k5ubS2ZmJjabrQaiE2/QPNd9muP6QfNc92mO6z7Ncf1Qm+b5ZE5wMkcoi5KrEmRlZQGQkJDg7VBERERERKQWyMrKIiwsrMw2JqM8KVg943K5OHToECEhIZhMpjLbZmZmkpCQwP79+wkNDa2xGKVmaZ7rPs1x/aB5rvs0x3Wf5rh+qE3zbBgGWVlZxMfHYzaXfVeVVq5KYDabadKkSYXOCQ0N9frES/XTPNd9muP6QfNc92mO6z7Ncf1QW+b5TCtWJ6mghYiIiIiIiAcouRIREREREfEAJVdV5O/vz6RJk/D39/d2KFKNNM91n+a4ftA8132a47pPc1w/+Oo8q6CFiIiIiIiIB2jlSkRERERExAOUXImIiIiIiHiAkisREREREREPUHIlIiIiIiLiAUququiVV16hWbNmBAQE0LdvX1atWuXtkMRDHnvsMUwmU7Gvdu3aeTssqaKlS5cyatQo4uPjMZlMzJ49u9jrhmEwceJEGjVqRGBgIEOGDGH79u1ei1cq7kxzfPPNN5/22R4xYoTX4pWKmzJlCr179yYkJISYmBhGjx7N1q1bi7XJy8tj3LhxREVF0aBBAy6//HJSUlK8FrNUXHnm+bzzzjvt83znnXd6LWapmNdee40uXboUbRTcv39/5s6dW/S6L36OlVxVwaxZs0hKSmLSpEmsXbuWrl27Mnz4cFJTU70dmnhIx44dOXz4cNHXzz//7O2QpIpycnLo2rUrr7zySomvP/vss7z44ou8/vrrrFy5kuDgYIYPH05eXl6NxyqVc6Y5BhgxYkSxz/Ynn3xSozFK1SxZsoRx48axYsUKFixYgN1uZ9iwYeTk5BS1uf/++/nmm2/47LPPWLJkCYcOHeKyyy7zatxSMeWZZ4Dbb7+92Of52Wef9VrMUjFNmjRh6tSprFmzhl9//ZXzzz+fSy65hD/++AN89XNsSKX16dPHGDduXNFzp9NpxMfHG1OmTPFqXOIZkyZNMrp27ertMKQaAcaXX35Z9NzlchlxcXHGc889V3QsPT3d8Pf3Nz755BMvRSlV8dc5NgzDGDNmjHHJJZd4LSbxvNTUVAMwlixZYhiFn1ubzWZ89tlnRW02b95sAMby5cu9GKlUxV/n2TAMY+DAgca9997r1bjEsyIiIoz//ve/Pvs51spVJRUUFLBmzRqGDBlSdMxsNjNkyBCWL1/u1djEc7Zv3058fDwtWrTg+uuvZ9++fd4OSarR7t27SU5OLva5DgsLo2/fvvpc1zGLFy8mJiaGtm3bctddd3Hs2DFvhyRVkJGRAUBkZCQAa9aswW63F/sst2vXjqZNm+qz7MP+Os8nffTRR0RHR9OpUycmTJhAbm6ulyKUqnA6ncycOZOcnBz69+/vs59jq7cD8FVHjx7F6XQSGxtb7HhsbCxbtmzxWlziOX379uXdd9+lbdu2HD58mMmTJ3POOeewceNGQkJCvB2eVIPk5GQo/Bz/WWxsbNFr4vtGjBjBZZddRvPmzdm5cycPP/wwI0eOZPny5VgsFm+HJxXkcrm47777GDBgAJ06dYLCz7Kfnx/h4eHF2uqz7LtKmmeA6667jsTEROLj4/n999958MEH2bp1K//73/+8Gq+U34YNG+jfvz95eXk0aNCAL7/8kg4dOrBu3Tqf/BwruRIpxciRI4sed+nShb59+5KYmMinn37Krbfe6tXYRKTyrrnmmqLHnTt3pkuXLrRs2ZLFixczePBgr8YmFTdu3Dg2btyoe2LruNLm+Y477ih63LlzZxo1asTgwYPZuXMnLVu29EKkUlFt27Zl3bp1ZGRk8PnnnzNmzBiWLFni7bAqTZcFVlJ0dDQWi+W0iiUpKSnExcV5LS6pPuHh4bRp04YdO3Z4OxSpJic/u/pc1y8tWrQgOjpan20fNH78eL799lt+/PFHmjRpUnQ8Li6OgoIC0tPTi7XXZ9k3lTbPJenbty+APs8+xM/Pj1atWtGzZ0+mTJlC165d+fe//+2zn2MlV5Xk5+dHz549WbRoUdExl8vFokWL6N+/v1djk+qRnZ3Nzp07adSokbdDkWrSvHlz4uLiin2uMzMzWblypT7XddiBAwc4duyYPts+xDAMxo8fz5dffskPP/xA8+bNi73es2dPbDZbsc/y1q1b2bdvnz7LPuRM81ySdevWAejz7MNcLhf5+fk++znWZYFVkJSUxJgxY+jVqxd9+vRhxowZ5OTkMHbsWG+HJh7wj3/8g1GjRpGYmMihQ4eYNGkSFouFa6+91tuhSRVkZ2cX+43m7t27WbduHZGRkTRt2pT77ruPJ598ktatW9O8eXMeffRR4uPjGT16tFfjlvIra44jIyOZPHkyl19+OXFxcezcuZN//vOftGrViuHDh3s1bim/cePG8fHHH/PVV18REhJSdP9FWFgYgYGBhIWFceutt5KUlERkZCShoaH87W9/o3///vTr18/b4Us5nWmed+7cyccff8wFF1xAVFQUv//+O/fffz/nnnsuXbp08Xb4Ug4TJkxg5MiRNG3alKysLD7++GMWL17M999/77ufY2+XK/R1L730ktG0aVPDz8/P6NOnj7FixQpvhyQecvXVVxuNGjUy/Pz8jMaNGxtXX321sWPHDm+HJVX0448/GsBpX2PGjDGMwnLsjz76qBEbG2v4+/sbgwcPNrZu3ertsKUCyprj3NxcY9iwYUbDhg0Nm81mJCYmGrfffruRnJzs7bClAkqaX8B45513itqcOHHCuPvuu42IiAgjKCjIuPTSS43Dhw97NW6pmDPN8759+4xzzz3XiIyMNPz9/Y1WrVoZDzzwgJGRkeHt0KWcbrnlFiMxMdHw8/MzGjZsaAwePNiYP39+0eu++Dk2Ge5/vCIiIiIiIlIFuudKRERERETEA5RciYiIiIiIeICSKxEREREREQ9QciUiIiIiIuIBSq5EREREREQ8QMmViIiIiIiIByi5EhERERER8QAlVyIiIiIiIh6g5EpERKSKTCYTs2fP9nYYIiLiZUquRETEp918882YTKbTvkaMGOHt0EREpJ6xejsAERGRqhoxYgTvvPNOsWP+/v5ei0dEROonrVyJiIjP8/f3Jy4urthXREQEFF6y99prrzFy5EgCAwNp0aIFn3/+ebHzN2zYwPnnn09gYCBRUVHccccdZGdnF2vz9ttv07FjR/z9/WnUqBHjx48v9vrRo0e59NJLCQoKonXr1nz99ddFr6WlpXH99dfTsGFDAgMDad269WnJoIiI+D4lVyIiUuc9+uijXH755axfv57rr7+ea665hs2bNwOQk5PD8OHDiYiIYPXq1Xz22WcsXLiwWPL02muvMW7cOO644w42bNjA119/TatWrYqNMXnyZK666ip+//13LrjgAq6//nqOHz9eNP6mTZuYO3cumzdv5rXXXiM6OrqG/xZERKS6mQzDMLwdhIiISGXdfPPNfPjhhwQEBBQ7/vDDD/Pwww9jMpm48847ee2114pe69evHz169ODVV1/lzTff5MEHH2T//v0EBwcDMGfOHEaNGsWhQ4eIjY2lcePGjB07lieffLLEGEwmE4888ghPPPEEFCZsDRo0YO7cuYwYMYKLL76Y6Oho3n777Wr9uxAREe/SPVciIuLzBg0aVCx5AoiMjCx63L9//2Kv9e/fn3Xr1gGwefNmunbtWpRYAQwYMACXy8XWrVsxmUwcOnSIwYMHlxlDly5dih4HBwcTGhpKamoqAHfddReXX345a9euZdiwYYwePZqzzjqriu9aRERqGyVXIiLi84KDg0+7TM9TAgMDy9XOZrMVe24ymXC5XACMHDmSvXv3MmfOHBYsWMDgwYMZN24c06ZNq5aYRUTEO3TPlYiI1HkrVqw47Xn79u0BaN++PevXrycnJ6fo9WXLlmE2m2nbti0hISE0a9aMRYsWVSmGhg0bMmbMGD788ENmzJjBG2+8UaX+RESk9tHKlYiI+Lz8/HySk5OLHbNarUVFIz777DN69erF2WefzUcffcSqVat46623ALj++uuZNGkSY8aM4bHHHuPIkSP87W9/48YbbyQ2NhaAxx57jDvvvJOYmBhGjhxJVlYWy5Yt429/+1u54ps4cSI9e/akY8eO5Ofn8+233xYldyIiUncouRIREZ83b948GjVqVOxY27Zt2bJlCxRW8ps5cyZ33303jRo14pNPPqFDhw4ABAUF8f3333PvvffSu3dvgoKCuPzyy5k+fXpRX2PGjCEvL48XXniBf/zjH0RHR3PFFVeUOz4/Pz8mTJjAnj17CAwM5JxzzmHmzJkee/8iIlI7qFqgiIjUaSaTiS+//JLRo0d7OxQREanjdM+ViIiIiIiIByi5EhERERER8QDdcyUiInWarn4XEZGaopUrERERERERD1ByJSIiIiIi4gFKrkRERERERDxAyZWIiIiIiIgHKLkSERERERHxACVXIiIiIiIiHqDkSkRERERExAOUXImIiIiIiHjA/wPYrxt11VhpIgAAAABJRU5ErkJggg==",
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",
       "text/plain": [
        "
"
       ]
@@ -502,7 +531,7 @@
     },
     {
      "data": {
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",
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",
       "text/plain": [
        "
"
       ]
@@ -568,13 +597,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 125,
+   "execution_count": 95,
    "id": "e690a0e0",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
"
       ]
@@ -584,17 +613,70 @@
     },
     {
      "data": {
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",
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",
       "text/plain": [
        "
"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: DATE ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif         214 (TP)           7 (FN)\n",
+      "Aktual Negatif           5 (FP)        2319 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: ETH ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif          88 (TP)           3 (FN)\n",
+      "Aktual Negatif           4 (FP)        2450 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: EVENT ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif           2 (TP)          20 (FN)\n",
+      "Aktual Negatif          10 (FP)        2513 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: LOC ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif         288 (TP)          24 (FN)\n",
+      "Aktual Negatif          18 (FP)        2215 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: MISC ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif           0 (TP)           7 (FN)\n",
+      "Aktual Negatif           0 (FP)        2538 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: O ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif        1495 (TP)          27 (FN)\n",
+      "Aktual Negatif          77 (FP)         946 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: ORG ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif           0 (TP)           3 (FN)\n",
+      "Aktual Negatif           0 (FP)        2542 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: PER ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif         282 (TP)          17 (FN)\n",
+      "Aktual Negatif          19 (FP)        2227 (TN)\n",
+      "\n",
+      "==== Confusion Matrix Manual untuk Kelas: TIME ====\n",
+      "               Prediksi Positif Prediksi Negatif\n",
+      "Aktual Positif          32 (TP)          36 (FN)\n",
+      "Aktual Negatif          11 (FP)        2466 (TN)\n"
+     ]
     }
    ],
    "source": [
     "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
     "from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay\n",
     "\n",
     "# ------------------------------------------------------------------\n",
@@ -622,15 +704,12 @@
     "# ------------------------------------------------------------------\n",
     "# 3.  Hitung confusion matrix TANPA PAD\n",
     "# ------------------------------------------------------------------\n",
-    "# Buang ID PAD dari label list\n",
     "labels_ner_no_pad = [i for i in range(len(tag2idx_ner)) if i != pad_id]\n",
     "labels_srl_no_pad = [i for i in range(len(tag2idx_srl)) if i != pad_id]\n",
     "\n",
     "cm_ner = confusion_matrix(true_ner_flat, pred_ner_flat, labels=labels_ner_no_pad)\n",
-    "\n",
     "cm_srl = confusion_matrix(true_srl_flat, pred_srl_flat, labels=labels_srl_no_pad)\n",
     "\n",
-    "# Siapkan label display TANPA PAD\n",
     "display_labels_ner = [idx2tag_ner[i] for i in labels_ner_no_pad]\n",
     "display_labels_srl = [idx2tag_srl[i] for i in labels_srl_no_pad]\n",
     "\n",
@@ -638,16 +717,8 @@
     "# 4.  Plot NER CM (tanpa PAD)\n",
     "# ------------------------------------------------------------------\n",
     "fig, ax = plt.subplots(figsize=(10, 10))\n",
-    "disp_ner = ConfusionMatrixDisplay(\n",
-    "    confusion_matrix=cm_ner, display_labels=display_labels_ner\n",
-    ")\n",
-    "disp_ner.plot(\n",
-    "    include_values=True,  # Tampilkan angka\n",
-    "    values_format=\"d\",  # Format integer\n",
-    "    cmap=plt.cm.Blues,  # Biru-putih\n",
-    "    ax=ax,\n",
-    "    colorbar=False,\n",
-    ")\n",
+    "disp_ner = ConfusionMatrixDisplay(confusion_matrix=cm_ner, display_labels=display_labels_ner)\n",
+    "disp_ner.plot(include_values=True, values_format=\"d\", cmap=plt.cm.Blues, ax=ax, colorbar=False)\n",
     "ax.set_title(\"NER Confusion Matrix\", fontsize=18)\n",
     "plt.setp(ax.get_xticklabels(), rotation=45, ha=\"right\")\n",
     "plt.tight_layout()\n",
@@ -657,21 +728,44 @@
     "# 5.  Plot SRL CM (tanpa PAD)\n",
     "# ------------------------------------------------------------------\n",
     "fig, ax = plt.subplots(figsize=(10, 10))\n",
-    "disp_srl = ConfusionMatrixDisplay(\n",
-    "    confusion_matrix=cm_srl, display_labels=display_labels_srl\n",
-    ")\n",
-    "disp_srl.plot(\n",
-    "    include_values=True, values_format=\"d\", cmap=plt.cm.Blues, ax=ax, colorbar=False\n",
-    ")\n",
+    "disp_srl = ConfusionMatrixDisplay(confusion_matrix=cm_srl, display_labels=display_labels_srl)\n",
+    "disp_srl.plot(include_values=True, values_format=\"d\", cmap=plt.cm.Blues, ax=ax, colorbar=False)\n",
     "ax.set_title(\"SRL Confusion Matrix\", fontsize=18)\n",
     "plt.setp(ax.get_xticklabels(), rotation=45, ha=\"right\")\n",
     "plt.tight_layout()\n",
-    "plt.show()"
+    "plt.show()\n",
+    "\n",
+    "# ------------------------------------------------------------------\n",
+    "# 6.  Manual Confusion Table untuk Thesis (NER)\n",
+    "# ------------------------------------------------------------------\n",
+    "def manual_confusion_table(true_labels, pred_labels, labels, label_names):\n",
+    "    true_labels = np.array(true_labels)\n",
+    "    pred_labels = np.array(pred_labels)\n",
+    "\n",
+    "    for i, label in enumerate(labels):\n",
+    "        label_name = label_names[i]\n",
+    "\n",
+    "        tp = np.sum((true_labels == label) & (pred_labels == label))\n",
+    "        fn = np.sum((true_labels == label) & (pred_labels != label))\n",
+    "        fp = np.sum((true_labels != label) & (pred_labels == label))\n",
+    "        tn = np.sum((true_labels != label) & (pred_labels != label))\n",
+    "\n",
+    "        table = pd.DataFrame({\n",
+    "            'Prediksi Positif': [f'{tp} (TP)', f'{fp} (FP)'],\n",
+    "            'Prediksi Negatif': [f'{fn} (FN)', f'{tn} (TN)']\n",
+    "        }, index=['Aktual Positif', 'Aktual Negatif'])\n",
+    "\n",
+    "        print(f\"\\n==== Confusion Matrix Manual untuk Kelas: {label_name} ====\")\n",
+    "        print(table.to_string())\n",
+    "\n",
+    "# Jalankan untuk semua kelas NER\n",
+    "for label_id, label_name in zip(labels_ner_no_pad, display_labels_ner):\n",
+    "    manual_confusion_table(true_ner_flat, pred_ner_flat, [label_id], [label_name])\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 96,
    "id": "a49f1dfe",
    "metadata": {},
    "outputs": [
@@ -679,8 +773,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "NER TAG accuracy : 88.84%\n",
-      "SRL TAG accuracy : 81.93%\n"
+      "NER TAG accuracy : 94.34%\n",
+      "SRL TAG accuracy : 88.09%\n"
      ]
     }
    ],
@@ -699,7 +793,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 97,
    "id": "9adad755",
    "metadata": {},
    "outputs": [
@@ -711,33 +805,19 @@
       "[NER] Classification report:\n",
       "              precision    recall  f1-score   support\n",
       "\n",
-      "      B-DATE       0.84      0.93      0.89        75\n",
-      "       B-ETH       0.78      0.80      0.79        45\n",
-      "     B-EVENT       0.00      0.00      0.00        14\n",
-      "       B-LOC       0.94      0.90      0.92       304\n",
-      "       B-MAT       0.00      0.00      0.00        19\n",
-      "      B-MISC       0.00      0.00      0.00         6\n",
-      "       B-ORG       0.00      0.00      0.00         2\n",
-      "       B-PER       0.87      0.93      0.90       248\n",
-      "     B-QUANT       0.00      0.00      0.00        11\n",
-      "      B-TIME       0.00      0.00      0.00        49\n",
-      "      B-UNIT       0.00      0.00      0.00        11\n",
-      "      I-DATE       0.82      0.98      0.89       146\n",
-      "       I-ETH       0.89      0.70      0.78        46\n",
-      "     I-EVENT       0.00      0.00      0.00         8\n",
-      "       I-LOC       0.00      0.00      0.00         8\n",
-      "       I-MAT       0.00      0.00      0.00         2\n",
-      "      I-MISC       0.00      0.00      0.00         1\n",
-      "       I-ORG       0.00      0.00      0.00         1\n",
-      "       I-PER       0.69      0.65      0.67        51\n",
-      "     I-QUANT       0.00      0.00      0.00         0\n",
-      "      I-TIME       0.00      0.00      0.00        19\n",
-      "      I-UNIT       0.00      0.00      0.00         1\n",
-      "           O       0.90      0.98      0.94      1478\n",
+      "        DATE       0.98      0.97      0.97       221\n",
+      "         ETH       0.96      0.97      0.96        91\n",
+      "       EVENT       0.17      0.09      0.12        22\n",
+      "         LOC       0.94      0.92      0.93       312\n",
+      "        MISC       0.00      0.00      0.00         7\n",
+      "           O       0.95      0.98      0.97      1522\n",
+      "         ORG       0.00      0.00      0.00         3\n",
+      "         PER       0.94      0.94      0.94       299\n",
+      "        TIME       0.74      0.47      0.58        68\n",
       "\n",
-      "    accuracy                           0.89      2545\n",
-      "   macro avg       0.29      0.30      0.29      2545\n",
-      "weighted avg       0.84      0.89      0.86      2545\n",
+      "    accuracy                           0.94      2545\n",
+      "   macro avg       0.63      0.59      0.61      2545\n",
+      "weighted avg       0.93      0.94      0.94      2545\n",
       "\n"
      ]
     },
@@ -747,21 +827,9 @@
      "text": [
       "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
       "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
-      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Recall is ill-defined and being set to 0.0 in labels with no true samples. Use `zero_division` parameter to control this behavior.\n",
-      "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
-      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 in labels with no true nor predicted samples. Use `zero_division` parameter to control this behavior.\n",
-      "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
       "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
       "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
-      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Recall is ill-defined and being set to 0.0 in labels with no true samples. Use `zero_division` parameter to control this behavior.\n",
-      "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
-      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 in labels with no true nor predicted samples. Use `zero_division` parameter to control this behavior.\n",
-      "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
       "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n",
-      "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
-      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Recall is ill-defined and being set to 0.0 in labels with no true samples. Use `zero_division` parameter to control this behavior.\n",
-      "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n",
-      "/mnt/disc1/code/thesis_quiz_project/lstm-quiz/myenv/lib64/python3.10/site-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 in labels with no true nor predicted samples. Use `zero_division` parameter to control this behavior.\n",
       "  _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n"
      ]
     }
@@ -782,7 +850,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 98,
    "id": "7cd28380",
    "metadata": {},
    "outputs": [
@@ -794,22 +862,22 @@
       "[SRL] Classification report:\n",
       "              precision    recall  f1-score   support\n",
       "\n",
-      "        ARG0       0.81      0.93      0.87       396\n",
-      "        ARG1       0.61      0.60      0.60       288\n",
-      "        ARG2       0.27      0.33      0.30        54\n",
+      "        ARG0       0.92      0.91      0.91       396\n",
+      "        ARG1       0.67      0.81      0.73       288\n",
+      "        ARG2       0.54      0.70      0.61        54\n",
       "    ARGM-CAU       0.00      0.00      0.00         4\n",
-      "    ARGM-DIR       0.00      0.00      0.00        11\n",
-      "    ARGM-LOC       0.88      0.87      0.87       296\n",
+      "    ARGM-DIR       0.50      0.18      0.27        11\n",
+      "    ARGM-LOC       0.93      0.91      0.92       296\n",
       "    ARGM-MNR       0.00      0.00      0.00         7\n",
       "    ARGM-MOD       0.00      0.00      0.00         8\n",
       "    ARGM-NEG       0.00      0.00      0.00         1\n",
-      "    ARGM-TMP       0.83      0.82      0.83       302\n",
-      "           O       0.89      0.89      0.89       836\n",
-      "           V       0.89      0.80      0.84       342\n",
+      "    ARGM-TMP       0.92      0.86      0.89       302\n",
+      "           O       0.94      0.95      0.95       836\n",
+      "           V       0.91      0.83      0.87       342\n",
       "\n",
-      "    accuracy                           0.82      2545\n",
-      "   macro avg       0.43      0.44      0.43      2545\n",
-      "weighted avg       0.81      0.82      0.82      2545\n",
+      "    accuracy                           0.88      2545\n",
+      "   macro avg       0.53      0.51      0.51      2545\n",
+      "weighted avg       0.88      0.88      0.88      2545\n",
       "\n"
      ]
     },
@@ -841,7 +909,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 99,
    "id": "333745fd",
    "metadata": {},
    "outputs": [],
@@ -879,7 +947,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 130,
+   "execution_count": 100,
    "id": "df36e200",
    "metadata": {},
    "outputs": [],
@@ -926,7 +994,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 101,
    "id": "9127cce0",
    "metadata": {},
    "outputs": [],
@@ -937,7 +1005,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 132,
+   "execution_count": 102,
    "id": "300897b8",
    "metadata": {},
    "outputs": [],
diff --git a/NER_SRL/loss_plot.png b/NER_SRL/loss_plot.png
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diff --git a/NER_SRL/tag2idx_ner.pkl b/NER_SRL/tag2idx_ner.pkl
index f619f5835827eb3f4f344f8853529156187a6934..e9f04008be96028eded53d8f6d4e965139581248 100644
GIT binary patch
literal 101
zcmZo*nHt3a0ku;!dRT1&99`_Dcr)~{xHyKmPVr{!VRjAinBvXU!|EF5>K8J_o4JSC
y$KQF1H%kwTuV*lj!P>*Model: \"functional_5\"\n",
+       "
Model: \"functional_1\"\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1mModel: \"functional_5\"\u001b[0m\n"
+       "\u001b[1mModel: \"functional_1\"\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -212,31 +315,31 @@
        "│ srl_input           │ (None, None)      │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_15        │ (None, None, 128) │     41,600 │ tok_input[0][0]   │\n",
+       "│ embedding_3         │ (None, None, 128) │    116,992 │ tok_input[0][0]   │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_16        │ (None, None, 16)  │        272 │ ner_input[0][0]   │\n",
+       "│ embedding_4         │ (None, None, 16)  │        704 │ ner_input[0][0]   │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_17        │ (None, None, 16)  │        272 │ srl_input[0][0]   │\n",
+       "│ embedding_5         │ (None, None, 16)  │        336 │ srl_input[0][0]   │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_5       │ (None, None, 160) │          0 │ embedding_15[0][… │\n",
-       "│ (Concatenate)       │                   │            │ embedding_16[0][… │\n",
-       "│                     │                   │            │ embedding_17[0][… │\n",
+       "│ concatenate_1       │ (None, None, 160) │          0 │ embedding_3[0][0… │\n",
+       "│ (Concatenate)       │                   │            │ embedding_4[0][0… │\n",
+       "│                     │                   │            │ embedding_5[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_5 (LSTM)       │ (None, None, 256) │    427,008 │ concatenate_5[0]… │\n",
+       "│ lstm_1 (LSTM)       │ (None, None, 256) │    427,008 │ concatenate_1[0]… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ get_item_5          │ (None, 256)       │          0 │ lstm_5[0][0]      │\n",
+       "│ get_item_1          │ (None, 256)       │          0 │ lstm_1[0][0]      │\n",
        "│ (GetItem)           │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ question_output     │ (None, None, 272) │     69,904 │ lstm_5[0][0]      │\n",
+       "│ question_output     │ (None, None, 479) │    123,103 │ lstm_1[0][0]      │\n",
        "│ (TimeDistributed)   │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ answer_output       │ (None, None, 60)  │     15,420 │ lstm_5[0][0]      │\n",
+       "│ answer_output       │ (None, None, 308) │     79,156 │ lstm_1[0][0]      │\n",
        "│ (TimeDistributed)   │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ type_output (Dense) │ (None, 3)         │        771 │ get_item_5[0][0]  │\n",
+       "│ type_output (Dense) │ (None, 4)         │      1,028 │ get_item_1[0][0]  │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
        "
\n"
       ],
@@ -253,31 +356,31 @@
        "│ srl_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m)      │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_15        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │     \u001b[38;5;34m41,600\u001b[0m │ tok_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ embedding_3         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m128\u001b[0m) │    \u001b[38;5;34m116,992\u001b[0m │ tok_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_16        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m)  │        \u001b[38;5;34m272\u001b[0m │ ner_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ embedding_4         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m)  │        \u001b[38;5;34m704\u001b[0m │ ner_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ embedding_17        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m)  │        \u001b[38;5;34m272\u001b[0m │ srl_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ embedding_5         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m16\u001b[0m)  │        \u001b[38;5;34m336\u001b[0m │ srl_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ concatenate_5       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m160\u001b[0m) │          \u001b[38;5;34m0\u001b[0m │ embedding_15[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
-       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ embedding_16[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
-       "│                     │                   │            │ embedding_17[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "│ concatenate_1       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m160\u001b[0m) │          \u001b[38;5;34m0\u001b[0m │ embedding_3[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ embedding_4[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m… │\n",
+       "│                     │                   │            │ embedding_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ lstm_5 (\u001b[38;5;33mLSTM\u001b[0m)       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m) │    \u001b[38;5;34m427,008\u001b[0m │ concatenate_5[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ lstm_1 (\u001b[38;5;33mLSTM\u001b[0m)       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m) │    \u001b[38;5;34m427,008\u001b[0m │ concatenate_1[\u001b[38;5;34m0\u001b[0m]… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ get_item_5          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ lstm_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
+       "│ get_item_1          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ lstm_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
        "│ (\u001b[38;5;33mGetItem\u001b[0m)           │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ question_output     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m272\u001b[0m) │     \u001b[38;5;34m69,904\u001b[0m │ lstm_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
+       "│ question_output     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m479\u001b[0m) │    \u001b[38;5;34m123,103\u001b[0m │ lstm_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
        "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ answer_output       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m60\u001b[0m)  │     \u001b[38;5;34m15,420\u001b[0m │ lstm_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
+       "│ answer_output       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m308\u001b[0m) │     \u001b[38;5;34m79,156\u001b[0m │ lstm_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]      │\n",
        "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ type_output (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m3\u001b[0m)         │        \u001b[38;5;34m771\u001b[0m │ get_item_5[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n",
+       "│ type_output (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m4\u001b[0m)         │      \u001b[38;5;34m1,028\u001b[0m │ get_item_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n"
       ]
      },
@@ -287,11 +390,11 @@
     {
      "data": {
       "text/html": [
-       "
 Total params: 555,247 (2.12 MB)\n",
+       "
 Total params: 748,327 (2.85 MB)\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m555,247\u001b[0m (2.12 MB)\n"
+       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m748,327\u001b[0m (2.85 MB)\n"
       ]
      },
      "metadata": {},
@@ -300,11 +403,11 @@
     {
      "data": {
       "text/html": [
-       "
 Trainable params: 555,247 (2.12 MB)\n",
+       "
 Trainable params: 748,327 (2.85 MB)\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m555,247\u001b[0m (2.12 MB)\n"
+       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m748,327\u001b[0m (2.85 MB)\n"
       ]
      },
      "metadata": {},
@@ -328,61 +431,65 @@
      "output_type": "stream",
      "text": [
       "Epoch 1/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 3s/step - answer_output_accuracy: 0.0030 - answer_output_loss: 4.1163 - loss: 10.8193 - question_output_accuracy: 0.0030 - question_output_loss: 5.6031 - type_output_accuracy: 0.2000 - type_output_loss: 1.0999 - val_answer_output_accuracy: 0.8833 - val_answer_output_loss: 4.0123 - val_loss: 10.6706 - val_question_output_accuracy: 0.6000 - val_question_output_loss: 5.5595 - val_type_output_accuracy: 0.1667 - val_type_output_loss: 1.0987\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 176ms/step - answer_output_accuracy: 0.4544 - answer_output_loss: 5.6455 - loss: 13.1436 - question_output_accuracy: 0.3565 - question_output_loss: 6.1017 - type_output_accuracy: 0.6386 - type_output_loss: 1.3766 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 5.0547 - val_loss: 12.0109 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 5.6110 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 1.3453\n",
       "Epoch 2/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.8800 - answer_output_loss: 4.0174 - loss: 10.6778 - question_output_accuracy: 0.5640 - question_output_loss: 5.5631 - type_output_accuracy: 0.4200 - type_output_loss: 1.0973 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 3.8939 - val_loss: 10.4860 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 5.4945 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0976\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9145 - answer_output_loss: 4.3849 - loss: 10.8584 - question_output_accuracy: 0.6760 - question_output_loss: 5.0255 - type_output_accuracy: 0.9758 - type_output_loss: 1.3371 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 2.1055 - val_loss: 6.1782 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 2.7704 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 1.3023\n",
       "Epoch 3/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 91ms/step - answer_output_accuracy: 0.9370 - answer_output_loss: 3.9075 - loss: 10.5064 - question_output_accuracy: 0.5870 - question_output_loss: 5.5043 - type_output_accuracy: 0.6200 - type_output_loss: 1.0946 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 3.7157 - val_loss: 10.1938 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 5.3815 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0965\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 55ms/step - answer_output_accuracy: 0.9095 - answer_output_loss: 1.7129 - loss: 5.4664 - question_output_accuracy: 0.6777 - question_output_loss: 2.4346 - type_output_accuracy: 0.9795 - type_output_loss: 1.2889 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 1.0023 - val_loss: 4.2358 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 2.0019 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 1.2316\n",
       "Epoch 4/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 90ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 3.7435 - loss: 10.2381 - question_output_accuracy: 0.5890 - question_output_loss: 5.4027 - type_output_accuracy: 0.6200 - type_output_loss: 1.0919 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 3.4257 - val_loss: 9.7085 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 5.1873 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0955\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9140 - answer_output_loss: 0.9210 - loss: 4.2240 - question_output_accuracy: 0.6804 - question_output_loss: 2.1028 - type_output_accuracy: 0.9812 - type_output_loss: 1.2037 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.7526 - val_loss: 4.0127 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 2.1652 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 1.0949\n",
       "Epoch 5/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 90ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 3.4788 - loss: 9.7970 - question_output_accuracy: 0.5850 - question_output_loss: 5.2288 - type_output_accuracy: 0.6600 - type_output_loss: 1.0894 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 2.9617 - val_loss: 8.9146 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 4.8585 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0944\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 52ms/step - answer_output_accuracy: 0.9131 - answer_output_loss: 0.7388 - loss: 4.0409 - question_output_accuracy: 0.6753 - question_output_loss: 2.2497 - type_output_accuracy: 0.9832 - type_output_loss: 1.0455 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.6789 - val_loss: 3.6821 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 2.1028 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.9003\n",
       "Epoch 6/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 3.0565 - loss: 9.0790 - question_output_accuracy: 0.5850 - question_output_loss: 4.9355 - type_output_accuracy: 0.6600 - type_output_loss: 1.0869 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 2.3649 - val_loss: 7.8024 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 4.3441 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0933\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 52ms/step - answer_output_accuracy: 0.9190 - answer_output_loss: 0.6585 - loss: 3.5809 - question_output_accuracy: 0.6788 - question_output_loss: 2.0865 - type_output_accuracy: 0.9797 - type_output_loss: 0.8341 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.6491 - val_loss: 3.3418 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 2.0148 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.6779\n",
       "Epoch 7/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 2.5004 - loss: 8.0585 - question_output_accuracy: 0.5850 - question_output_loss: 4.4735 - type_output_accuracy: 0.6600 - type_output_loss: 1.0845 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 1.8898 - val_loss: 6.6823 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 3.7005 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0920\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9165 - answer_output_loss: 0.6312 - loss: 3.2776 - question_output_accuracy: 0.6763 - question_output_loss: 2.0259 - type_output_accuracy: 0.9695 - type_output_loss: 0.6233 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.6313 - val_loss: 3.1431 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 2.0432 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.4687\n",
       "Epoch 8/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 88ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 2.0239 - loss: 6.9823 - question_output_accuracy: 0.5850 - question_output_loss: 3.8764 - type_output_accuracy: 0.6600 - type_output_loss: 1.0821 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 1.5873 - val_loss: 5.7713 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 3.0934 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0906\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 53ms/step - answer_output_accuracy: 0.9148 - answer_output_loss: 0.6209 - loss: 3.0631 - question_output_accuracy: 0.6762 - question_output_loss: 2.0136 - type_output_accuracy: 0.9708 - type_output_loss: 0.4301 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.6193 - val_loss: 2.9071 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 1.9849 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.3029\n",
       "Epoch 9/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 93ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 1.6939 - loss: 6.0594 - question_output_accuracy: 0.5850 - question_output_loss: 3.2857 - type_output_accuracy: 0.6600 - type_output_loss: 1.0798 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 1.3585 - val_loss: 5.0778 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.6303 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0890\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9155 - answer_output_loss: 0.6067 - loss: 2.7923 - question_output_accuracy: 0.6799 - question_output_loss: 1.9057 - type_output_accuracy: 0.9747 - type_output_loss: 0.2789 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.6109 - val_loss: 2.7805 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 1.9768 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1928\n",
       "Epoch 10/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 97ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 1.4268 - loss: 5.3244 - question_output_accuracy: 0.5850 - question_output_loss: 2.8203 - type_output_accuracy: 0.6600 - type_output_loss: 1.0774 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 1.1559 - val_loss: 4.5630 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.3200 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0871\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9160 - answer_output_loss: 0.5715 - loss: 2.6738 - question_output_accuracy: 0.6770 - question_output_loss: 1.9091 - type_output_accuracy: 0.9784 - type_output_loss: 0.1873 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.6033 - val_loss: 2.6801 - val_question_output_accuracy: 0.6844 - val_question_output_loss: 1.9506 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.1262\n",
       "Epoch 11/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 93ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 1.1880 - loss: 4.7795 - question_output_accuracy: 0.5850 - question_output_loss: 2.5167 - type_output_accuracy: 0.6600 - type_output_loss: 1.0748 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.9716 - val_loss: 4.2001 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.1437 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0848\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 55ms/step - answer_output_accuracy: 0.9159 - answer_output_loss: 0.5691 - loss: 2.5854 - question_output_accuracy: 0.6791 - question_output_loss: 1.8621 - type_output_accuracy: 0.9743 - type_output_loss: 0.1495 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.5962 - val_loss: 2.5971 - val_question_output_accuracy: 0.7031 - val_question_output_loss: 1.9119 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0890\n",
       "Epoch 12/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.9857 - loss: 4.4356 - question_output_accuracy: 0.5850 - question_output_loss: 2.3778 - type_output_accuracy: 0.6600 - type_output_loss: 1.0721 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.8171 - val_loss: 3.9799 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.0807 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0822\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9151 - answer_output_loss: 0.5528 - loss: 2.4857 - question_output_accuracy: 0.6954 - question_output_loss: 1.8064 - type_output_accuracy: 0.9765 - type_output_loss: 0.1240 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.5907 - val_loss: 2.5231 - val_question_output_accuracy: 0.7031 - val_question_output_loss: 1.8654 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0670\n",
       "Epoch 13/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 92ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.8280 - loss: 4.2715 - question_output_accuracy: 0.5850 - question_output_loss: 2.3745 - type_output_accuracy: 0.6600 - type_output_loss: 1.0690 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.6995 - val_loss: 3.8760 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.0974 - val_type_output_accuracy: 0.3333 - val_type_output_loss: 1.0790\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 55ms/step - answer_output_accuracy: 0.9116 - answer_output_loss: 0.5741 - loss: 2.4910 - question_output_accuracy: 0.6913 - question_output_loss: 1.7912 - type_output_accuracy: 0.9721 - type_output_loss: 0.1279 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.5874 - val_loss: 2.4624 - val_question_output_accuracy: 0.7031 - val_question_output_loss: 1.8207 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0543\n",
       "Epoch 14/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 91ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.7110 - loss: 4.2264 - question_output_accuracy: 0.5850 - question_output_loss: 2.4498 - type_output_accuracy: 0.6400 - type_output_loss: 1.0656 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.6143 - val_loss: 3.8415 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.1518 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0754\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 59ms/step - answer_output_accuracy: 0.9142 - answer_output_loss: 0.5370 - loss: 2.4278 - question_output_accuracy: 0.6900 - question_output_loss: 1.7686 - type_output_accuracy: 0.9730 - type_output_loss: 0.1186 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.5837 - val_loss: 2.4136 - val_question_output_accuracy: 0.7031 - val_question_output_loss: 1.7833 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0466\n",
       "Epoch 15/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.6254 - loss: 4.2353 - question_output_accuracy: 0.5850 - question_output_loss: 2.5482 - type_output_accuracy: 0.6000 - type_output_loss: 1.0617 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.5529 - val_loss: 3.8335 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.2091 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0714\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 55ms/step - answer_output_accuracy: 0.9160 - answer_output_loss: 0.5186 - loss: 2.3183 - question_output_accuracy: 0.6898 - question_output_loss: 1.7028 - type_output_accuracy: 0.9784 - type_output_loss: 0.1001 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.5794 - val_loss: 2.3714 - val_question_output_accuracy: 0.7109 - val_question_output_loss: 1.7506 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0414\n",
       "Epoch 16/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 94ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.5623 - loss: 4.2530 - question_output_accuracy: 0.5850 - question_output_loss: 2.6334 - type_output_accuracy: 0.6000 - type_output_loss: 1.0573 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.5083 - val_loss: 3.8255 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.2502 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0670\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9171 - answer_output_loss: 0.5077 - loss: 2.2275 - question_output_accuracy: 0.7036 - question_output_loss: 1.6393 - type_output_accuracy: 0.9791 - type_output_loss: 0.0876 - val_answer_output_accuracy: 0.9141 - val_answer_output_loss: 0.5748 - val_loss: 2.3340 - val_question_output_accuracy: 0.7172 - val_question_output_loss: 1.7214 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0379\n",
       "Epoch 17/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 96ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.5150 - loss: 4.2561 - question_output_accuracy: 0.5850 - question_output_loss: 2.6886 - type_output_accuracy: 0.6000 - type_output_loss: 1.0525 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.4752 - val_loss: 3.8053 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.2678 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0623\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 55ms/step - answer_output_accuracy: 0.9137 - answer_output_loss: 0.5248 - loss: 2.2290 - question_output_accuracy: 0.7070 - question_output_loss: 1.6285 - type_output_accuracy: 0.9828 - type_output_loss: 0.0771 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5716 - val_loss: 2.3017 - val_question_output_accuracy: 0.7172 - val_question_output_loss: 1.6946 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0355\n",
       "Epoch 18/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 104ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.4790 - loss: 4.2357 - question_output_accuracy: 0.5850 - question_output_loss: 2.7094 - type_output_accuracy: 0.6000 - type_output_loss: 1.0473 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.4503 - val_loss: 3.7689 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.2612 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0573\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9233 - answer_output_loss: 0.5080 - loss: 2.2392 - question_output_accuracy: 0.7059 - question_output_loss: 1.6139 - type_output_accuracy: 0.9678 - type_output_loss: 0.1205 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5676 - val_loss: 2.2777 - val_question_output_accuracy: 0.7219 - val_question_output_loss: 1.6760 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0341\n",
       "Epoch 19/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 94ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.4511 - loss: 4.1904 - question_output_accuracy: 0.5850 - question_output_loss: 2.6974 - type_output_accuracy: 0.5600 - type_output_loss: 1.0419 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.4313 - val_loss: 3.7162 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.2327 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0523\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 53ms/step - answer_output_accuracy: 0.9221 - answer_output_loss: 0.5038 - loss: 2.1188 - question_output_accuracy: 0.7131 - question_output_loss: 1.5706 - type_output_accuracy: 0.9854 - type_output_loss: 0.0616 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5639 - val_loss: 2.2545 - val_question_output_accuracy: 0.7203 - val_question_output_loss: 1.6580 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0326\n",
       "Epoch 20/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 94ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.4293 - loss: 4.1218 - question_output_accuracy: 0.5850 - question_output_loss: 2.6564 - type_output_accuracy: 0.5600 - type_output_loss: 1.0361 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.4164 - val_loss: 3.6494 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.1859 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0471\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9175 - answer_output_loss: 0.5233 - loss: 2.1645 - question_output_accuracy: 0.7128 - question_output_loss: 1.5526 - type_output_accuracy: 0.9775 - type_output_loss: 0.0858 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5603 - val_loss: 2.2376 - val_question_output_accuracy: 0.7234 - val_question_output_loss: 1.6450 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0323\n",
       "Epoch 21/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 93ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.4118 - loss: 4.0332 - question_output_accuracy: 0.5850 - question_output_loss: 2.5912 - type_output_accuracy: 0.5600 - type_output_loss: 1.0302 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.4046 - val_loss: 3.5722 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.1256 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0420\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9193 - answer_output_loss: 0.5090 - loss: 2.1288 - question_output_accuracy: 0.7118 - question_output_loss: 1.5447 - type_output_accuracy: 0.9828 - type_output_loss: 0.0644 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5568 - val_loss: 2.2206 - val_question_output_accuracy: 0.7219 - val_question_output_loss: 1.6317 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0321\n",
       "Epoch 22/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3975 - loss: 3.9297 - question_output_accuracy: 0.5850 - question_output_loss: 2.5080 - type_output_accuracy: 0.5600 - type_output_loss: 1.0242 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3951 - val_loss: 3.4909 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.0587 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0370\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 54ms/step - answer_output_accuracy: 0.9204 - answer_output_loss: 0.4971 - loss: 2.0726 - question_output_accuracy: 0.7128 - question_output_loss: 1.5100 - type_output_accuracy: 0.9817 - type_output_loss: 0.0626 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5535 - val_loss: 2.2055 - val_question_output_accuracy: 0.7359 - val_question_output_loss: 1.6200 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0320\n",
       "Epoch 23/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 94ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3858 - loss: 3.8184 - question_output_accuracy: 0.5850 - question_output_loss: 2.4147 - type_output_accuracy: 0.5600 - type_output_loss: 1.0180 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3875 - val_loss: 3.4143 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 1.9948 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0321\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 52ms/step - answer_output_accuracy: 0.9191 - answer_output_loss: 0.5003 - loss: 2.1218 - question_output_accuracy: 0.7108 - question_output_loss: 1.5310 - type_output_accuracy: 0.9762 - type_output_loss: 0.0771 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5517 - val_loss: 2.1920 - val_question_output_accuracy: 0.7234 - val_question_output_loss: 1.6081 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0322\n",
       "Epoch 24/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 91ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3759 - loss: 3.7097 - question_output_accuracy: 0.5850 - question_output_loss: 2.3222 - type_output_accuracy: 0.5600 - type_output_loss: 1.0116 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3812 - val_loss: 3.3557 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 1.9473 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0273\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 53ms/step - answer_output_accuracy: 0.9220 - answer_output_loss: 0.4808 - loss: 2.0044 - question_output_accuracy: 0.7175 - question_output_loss: 1.4722 - type_output_accuracy: 0.9810 - type_output_loss: 0.0608 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5494 - val_loss: 2.1723 - val_question_output_accuracy: 0.7312 - val_question_output_loss: 1.5905 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0323\n",
       "Epoch 25/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3674 - loss: 3.6180 - question_output_accuracy: 0.5850 - question_output_loss: 2.2455 - type_output_accuracy: 0.5600 - type_output_loss: 1.0051 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3759 - val_loss: 3.3316 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 1.9330 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0227\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 58ms/step - answer_output_accuracy: 0.9183 - answer_output_loss: 0.4965 - loss: 2.0500 - question_output_accuracy: 0.7174 - question_output_loss: 1.4835 - type_output_accuracy: 0.9775 - type_output_loss: 0.0676 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5473 - val_loss: 2.1609 - val_question_output_accuracy: 0.7328 - val_question_output_loss: 1.5810 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0326\n",
       "Epoch 26/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 96ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3600 - loss: 3.5615 - question_output_accuracy: 0.5850 - question_output_loss: 2.2030 - type_output_accuracy: 0.5400 - type_output_loss: 0.9985 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3715 - val_loss: 3.3519 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 1.9622 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0183\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 52ms/step - answer_output_accuracy: 0.9236 - answer_output_loss: 0.4672 - loss: 1.9620 - question_output_accuracy: 0.7220 - question_output_loss: 1.4313 - type_output_accuracy: 0.9780 - type_output_loss: 0.0672 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5454 - val_loss: 2.1488 - val_question_output_accuracy: 0.7344 - val_question_output_loss: 1.5705 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0328\n",
       "Epoch 27/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 90ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3534 - loss: 3.5516 - question_output_accuracy: 0.5850 - question_output_loss: 2.2064 - type_output_accuracy: 0.5400 - type_output_loss: 0.9917 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3677 - val_loss: 3.4014 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.0195 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0141\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - answer_output_accuracy: 0.9219 - answer_output_loss: 0.4671 - loss: 1.9415 - question_output_accuracy: 0.7288 - question_output_loss: 1.4130 - type_output_accuracy: 0.9765 - type_output_loss: 0.0605 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5440 - val_loss: 2.1382 - val_question_output_accuracy: 0.7359 - val_question_output_loss: 1.5615 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0327\n",
       "Epoch 28/30\n",
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 96ms/step - answer_output_accuracy: 0.9380 - answer_output_loss: 0.3474 - loss: 3.5737 - question_output_accuracy: 0.5850 - question_output_loss: 2.2414 - type_output_accuracy: 0.5400 - type_output_loss: 0.9848 - val_answer_output_accuracy: 0.9250 - val_answer_output_loss: 0.3645 - val_loss: 3.4429 - val_question_output_accuracy: 0.6250 - val_question_output_loss: 2.0682 - val_type_output_accuracy: 0.5000 - val_type_output_loss: 1.0102\n"
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 52ms/step - answer_output_accuracy: 0.9212 - answer_output_loss: 0.4676 - loss: 1.9277 - question_output_accuracy: 0.7271 - question_output_loss: 1.4106 - type_output_accuracy: 0.9823 - type_output_loss: 0.0526 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5435 - val_loss: 2.1317 - val_question_output_accuracy: 0.7422 - val_question_output_loss: 1.5559 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0323\n",
+      "Epoch 29/30\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 57ms/step - answer_output_accuracy: 0.9228 - answer_output_loss: 0.4658 - loss: 1.8773 - question_output_accuracy: 0.7397 - question_output_loss: 1.3683 - type_output_accuracy: 0.9823 - type_output_loss: 0.0487 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5428 - val_loss: 2.1239 - val_question_output_accuracy: 0.7437 - val_question_output_loss: 1.5493 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0319\n",
+      "Epoch 30/30\n",
+      "\u001b[1m5/5\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 56ms/step - answer_output_accuracy: 0.9207 - answer_output_loss: 0.4658 - loss: 1.9146 - question_output_accuracy: 0.7355 - question_output_loss: 1.3799 - type_output_accuracy: 0.9795 - type_output_loss: 0.0563 - val_answer_output_accuracy: 0.9219 - val_answer_output_loss: 0.5421 - val_loss: 2.1174 - val_question_output_accuracy: 0.7437 - val_question_output_loss: 1.5436 - val_type_output_accuracy: 1.0000 - val_type_output_loss: 0.0317\n"
      ]
     }
    ],
@@ -463,7 +570,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 27,
    "id": "06fd86c7",
    "metadata": {},
    "outputs": [
@@ -471,12 +578,12 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\u001b[1m1/1\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 239ms/step\n",
+      "\u001b[1m3/3\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 137ms/step\n",
       "\n",
       "=== Akurasi Detail ===\n",
-      "Question Accuracy (Token-level): 0.0000\n",
-      "Answer Accuracy (Token-level)  : 0.0000\n",
-      "Type Accuracy (Class-level)   : 0.29\n"
+      "Question Accuracy (Token-level): 0.1519\n",
+      "Answer Accuracy (Token-level)  : 0.0638\n",
+      "Type Accuracy (Class-level)   : 1.00\n"
      ]
     }
    ],
@@ -519,7 +626,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 28,
    "id": "b17b6470",
    "metadata": {},
    "outputs": [],
@@ -548,7 +655,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 29,
    "id": "d5ed106c",
    "metadata": {},
    "outputs": [],
@@ -561,7 +668,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 30,
    "id": "aa3860de",
    "metadata": {},
    "outputs": [],
diff --git a/old/QC/test_model_qc.py b/old/QC/test_model_qc.py
index 4af938b..82d98fc 100644
--- a/old/QC/test_model_qc.py
+++ b/old/QC/test_model_qc.py
@@ -6,10 +6,10 @@ import numpy as np
 
 def infer_from_input(input_data, maxlen=50):
 
-    with open("QC/tokenizers.pkl", "rb") as f:
+    with open("tokenizers.pkl", "rb") as f:
         tokenizers = pickle.load(f)
 
-    model = load_model("QC/new_model_lstm_qg.keras")
+    model = load_model("new_model_lstm_qg.keras")
 
     tok_token = tokenizers["token"]
     tok_ner = tokenizers["ner"]
@@ -62,9 +62,37 @@ if __name__ == "__main__":
 
     # Example input
     input_data = {
-        "tokens": ["Nama", "lengkap", "saya", "adalah", "Bayu", "Prabowo", "."],
-        "ner": ["O", "O", "O", "O", "B-PER", "I-PER", "O"],
-        "srl": ["ARG1", "ARG1", "ARG2", "V", "ARG0", "ARG0", "O"],
+        "tokens": [
+            "Mars",
+            "disebut",
+            "juga",
+            "sebagai",
+            "planet",
+            "merah",
+            "karena",
+            "permukaannya",
+            "banyak",
+            "mengandung",
+            "zat",
+            "besi",
+            ".",
+        ],
+        "ner": ["B-LOC", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"],
+        "srl": [
+            "ARG0",
+            "V",
+            "O",
+            "O",
+            "ARG1",
+            "ARG1",
+            "ARGM-CAU",
+            "ARG1",
+            "ARGM-MNR",
+            "ARGM-MNR",
+            "ARG1",
+            "ARG1",
+            "O",
+        ],
     }
 
     # input_data = {
diff --git a/question_generation/data.json b/question_generation/data.json
index 6e21d74..55d8bfe 100644
--- a/question_generation/data.json
+++ b/question_generation/data.json
@@ -49,5 +49,16720 @@
         "answers": [{ "text": "21 April 1879", "answer_start": 6 }]
       }
     ]
+  },
+  {
+    "context": "agus xenia lahir pada 1 januari 1958 di pekanbaru",
+    "tokens": [
+      "agus",
+      "xenia",
+      "lahir",
+      "pada",
+      "1",
+      "januari",
+      "1958",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana agus lahir ___",
+        "answer": "pekanbaru",
+        "id": "qa_413_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani puspitasari lahir pada 11 desember 1952 di denpasar",
+    "tokens": [
+      "rani",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "11",
+      "desember",
+      "1952",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di denpasar ___",
+        "answer": "rani puspitasari",
+        "id": "qa_414_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina hendra putra lahir pada 4 desember 2006 di denpasar",
+    "tokens": [
+      "vina",
+      "hendra",
+      "putra",
+      "lahir",
+      "pada",
+      "4",
+      "desember",
+      "2006",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vina lahir ___",
+        "answer": "4 desember 2006",
+        "id": "qa_415_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari wawan anggraini lahir pada 16 november 1989 di kendari",
+    "tokens": [
+      "sari",
+      "wawan",
+      "anggraini",
+      "lahir",
+      "pada",
+      "16",
+      "november",
+      "1989",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa sari lahir ___",
+        "answer": "16 november 1989",
+        "id": "qa_416_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita tania nabila lahir pada 21 februari 2010 di tegal",
+    "tokens": [
+      "mita",
+      "tania",
+      "nabila",
+      "lahir",
+      "pada",
+      "21",
+      "februari",
+      "2010",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mita lahir ___",
+        "answer": "21 februari 2010",
+        "id": "qa_417_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya xenia rachman lahir pada 20 januari 2009 di kendari",
+    "tokens": [
+      "aditya",
+      "xenia",
+      "rachman",
+      "lahir",
+      "pada",
+      "20",
+      "januari",
+      "2009",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana aditya lahir ___",
+        "answer": "kendari",
+        "id": "qa_418_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef wawan arifin lahir pada 11 juli 1946 di kediri",
+    "tokens": [
+      "yosef",
+      "wawan",
+      "arifin",
+      "lahir",
+      "pada",
+      "11",
+      "juli",
+      "1946",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "yosef wawan arifin",
+        "id": "qa_419_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat lahir pada 10 desember 1975 di pekanbaru",
+    "tokens": [
+      "rahmat",
+      "lahir",
+      "pada",
+      "10",
+      "desember",
+      "1975",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rahmat lahir ___",
+        "answer": "10 desember 1975",
+        "id": "qa_420_q1"
+      }
+    ]
+  },
+  {
+    "context": "eka lahir pada 26 maret 1954 di ambon",
+    "tokens": ["eka", "lahir", "pada", "26", "maret", "1954", "di", "ambon"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana eka lahir ___",
+        "answer": "ambon",
+        "id": "qa_421_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi lahir pada 1 april 2008 di samarinda",
+    "tokens": [
+      "dewi",
+      "lahir",
+      "pada",
+      "1",
+      "april",
+      "2008",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dewi lahir ___",
+        "answer": "1 april 2008",
+        "id": "qa_422_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario hermawan lahir pada 12 september 1966 di makassar",
+    "tokens": [
+      "mario",
+      "hermawan",
+      "lahir",
+      "pada",
+      "12",
+      "september",
+      "1966",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di makassar ___",
+        "answer": "mario hermawan",
+        "id": "qa_423_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra rachman lahir pada 18 maret 2003 di bogor",
+    "tokens": [
+      "hendra",
+      "rachman",
+      "lahir",
+      "pada",
+      "18",
+      "maret",
+      "2003",
+      "di",
+      "bogor"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa hendra lahir ___",
+        "answer": "18 maret 2003",
+        "id": "qa_424_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu faisal handayani lahir pada 19 november 1963 di malang",
+    "tokens": [
+      "bayu",
+      "faisal",
+      "handayani",
+      "lahir",
+      "pada",
+      "19",
+      "november",
+      "1963",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di malang ___",
+        "answer": "bayu faisal handayani",
+        "id": "qa_425_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan lahir pada 18 november 1984 di semarang",
+    "tokens": [
+      "farhan",
+      "lahir",
+      "pada",
+      "18",
+      "november",
+      "1984",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di semarang ___",
+        "answer": "farhan",
+        "id": "qa_426_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina santoso lahir pada 16 februari 1944 di kupang",
+    "tokens": [
+      "nina",
+      "santoso",
+      "lahir",
+      "pada",
+      "16",
+      "februari",
+      "1944",
+      "di",
+      "kupang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nina lahir ___",
+        "answer": "kupang",
+        "id": "qa_427_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa lahir pada 24 september 1946 di malang",
+    "tokens": [
+      "zulfa",
+      "lahir",
+      "pada",
+      "24",
+      "september",
+      "1946",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa zulfa lahir ___",
+        "answer": "24 september 1946",
+        "id": "qa_428_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya oki suharto lahir pada 7 april 1988 di salatiga",
+    "tokens": [
+      "nadya",
+      "oki",
+      "suharto",
+      "lahir",
+      "pada",
+      "7",
+      "april",
+      "1988",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nadya lahir ___",
+        "answer": "salatiga",
+        "id": "qa_429_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi suharto lahir pada 7 november 1988 di depok",
+    "tokens": [
+      "luthfi",
+      "suharto",
+      "lahir",
+      "pada",
+      "7",
+      "november",
+      "1988",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa luthfi lahir ___",
+        "answer": "7 november 1988",
+        "id": "qa_430_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario wawan yuliana lahir pada 1 februari 1941 di depok",
+    "tokens": [
+      "mario",
+      "wawan",
+      "yuliana",
+      "lahir",
+      "pada",
+      "1",
+      "februari",
+      "1941",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana mario lahir ___",
+        "answer": "depok",
+        "id": "qa_431_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina hidayat lahir pada 10 april 1998 di jember",
+    "tokens": [
+      "vina",
+      "hidayat",
+      "lahir",
+      "pada",
+      "10",
+      "april",
+      "1998",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vina lahir ___",
+        "answer": "10 april 1998",
+        "id": "qa_432_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra anggraini lahir pada 17 desember 1976 di denpasar",
+    "tokens": [
+      "citra",
+      "anggraini",
+      "lahir",
+      "pada",
+      "17",
+      "desember",
+      "1976",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa citra lahir ___",
+        "answer": "17 desember 1976",
+        "id": "qa_433_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin khansa puspitasari lahir pada 9 februari 2006 di padang",
+    "tokens": [
+      "udin",
+      "khansa",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "9",
+      "februari",
+      "2006",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana udin lahir ___",
+        "answer": "padang",
+        "id": "qa_434_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi puspitasari lahir pada 5 september 1952 di medan",
+    "tokens": [
+      "pratiwi",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "5",
+      "september",
+      "1952",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di medan ___",
+        "answer": "pratiwi puspitasari",
+        "id": "qa_435_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya farhan susanto lahir pada 25 maret 1987 di ambon",
+    "tokens": [
+      "aditya",
+      "farhan",
+      "susanto",
+      "lahir",
+      "pada",
+      "25",
+      "maret",
+      "1987",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di ambon ___",
+        "answer": "aditya farhan susanto",
+        "id": "qa_436_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi lahir pada 28 april 1997 di cilegon",
+    "tokens": [
+      "pratiwi",
+      "lahir",
+      "pada",
+      "28",
+      "april",
+      "1997",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cilegon ___",
+        "answer": "pratiwi",
+        "id": "qa_437_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi anggraini lahir pada 15 november 1991 di ambon",
+    "tokens": [
+      "budi",
+      "anggraini",
+      "lahir",
+      "pada",
+      "15",
+      "november",
+      "1991",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan budi lahir ___",
+        "answer": "15 november 1991",
+        "id": "qa_438_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat saputra lahir pada 11 maret 1941 di blitar",
+    "tokens": [
+      "rahmat",
+      "saputra",
+      "lahir",
+      "pada",
+      "11",
+      "maret",
+      "1941",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rahmat lahir ___",
+        "answer": "blitar",
+        "id": "qa_439_q1"
+      }
+    ]
+  },
+  {
+    "context": "joni nugroho lahir pada 8 mei 1980 di gianyar",
+    "tokens": [
+      "joni",
+      "nugroho",
+      "lahir",
+      "pada",
+      "8",
+      "mei",
+      "1980",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana joni lahir ___",
+        "answer": "gianyar",
+        "id": "qa_440_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra lahir pada 9 november 1954 di tegal",
+    "tokens": [
+      "hendra",
+      "lahir",
+      "pada",
+      "9",
+      "november",
+      "1954",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa hendra lahir ___",
+        "answer": "9 november 1954",
+        "id": "qa_441_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya lahir pada 18 januari 1963 di jayapura",
+    "tokens": [
+      "surya",
+      "lahir",
+      "pada",
+      "18",
+      "januari",
+      "1963",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa surya lahir ___",
+        "answer": "18 januari 1963",
+        "id": "qa_442_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa martini lahir pada 1 november 1988 di tegal",
+    "tokens": [
+      "zulfa",
+      "martini",
+      "lahir",
+      "pada",
+      "1",
+      "november",
+      "1988",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan zulfa lahir ___",
+        "answer": "1 november 1988",
+        "id": "qa_443_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya lahir pada 19 februari 1947 di jayapura",
+    "tokens": [
+      "aditya",
+      "lahir",
+      "pada",
+      "19",
+      "februari",
+      "1947",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jayapura ___",
+        "answer": "aditya",
+        "id": "qa_444_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia lahir pada 7 januari 2004 di sukabumi",
+    "tokens": [
+      "xenia",
+      "lahir",
+      "pada",
+      "7",
+      "januari",
+      "2004",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan xenia lahir ___",
+        "answer": "7 januari 2004",
+        "id": "qa_445_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina pratiwi fauziah lahir pada 8 januari 1949 di pekanbaru",
+    "tokens": [
+      "gina",
+      "pratiwi",
+      "fauziah",
+      "lahir",
+      "pada",
+      "8",
+      "januari",
+      "1949",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana gina lahir ___",
+        "answer": "pekanbaru",
+        "id": "qa_446_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita lahir pada 15 maret 1969 di jakarta",
+    "tokens": [
+      "ernita",
+      "lahir",
+      "pada",
+      "15",
+      "maret",
+      "1969",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jakarta ___",
+        "answer": "ernita",
+        "id": "qa_447_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan nabila lahir pada 6 juli 1949 di probolinggo",
+    "tokens": [
+      "farhan",
+      "nabila",
+      "lahir",
+      "pada",
+      "6",
+      "juli",
+      "1949",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di probolinggo ___",
+        "answer": "farhan nabila",
+        "id": "qa_448_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra sari lahir pada 6 februari 2006 di palembang",
+    "tokens": [
+      "candra",
+      "sari",
+      "lahir",
+      "pada",
+      "6",
+      "februari",
+      "2006",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan candra lahir ___",
+        "answer": "6 februari 2006",
+        "id": "qa_449_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal adewi lahir pada 16 juli 1974 di depok",
+    "tokens": [
+      "faisal",
+      "adewi",
+      "lahir",
+      "pada",
+      "16",
+      "juli",
+      "1974",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa faisal lahir ___",
+        "answer": "16 juli 1974",
+        "id": "qa_450_q1"
+      }
+    ]
+  },
+  {
+    "context": "intan mita lahir pada 25 januari 1988 di bandung",
+    "tokens": [
+      "intan",
+      "mita",
+      "lahir",
+      "pada",
+      "25",
+      "januari",
+      "1988",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa intan lahir ___",
+        "answer": "25 januari 1988",
+        "id": "qa_451_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan lahir pada 12 april 1950 di yogyakarta",
+    "tokens": [
+      "farhan",
+      "lahir",
+      "pada",
+      "12",
+      "april",
+      "1950",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan farhan lahir ___",
+        "answer": "12 april 1950",
+        "id": "qa_452_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina susanto lahir pada 19 april 1962 di tegal",
+    "tokens": [
+      "nina",
+      "susanto",
+      "lahir",
+      "pada",
+      "19",
+      "april",
+      "1962",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tegal ___",
+        "answer": "nina susanto",
+        "id": "qa_453_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat sari putra lahir pada 8 september 1942 di surabaya",
+    "tokens": [
+      "rahmat",
+      "sari",
+      "putra",
+      "lahir",
+      "pada",
+      "8",
+      "september",
+      "1942",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di surabaya ___",
+        "answer": "rahmat sari putra",
+        "id": "qa_454_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin umi pratama lahir pada 24 januari 1997 di tegal",
+    "tokens": [
+      "udin",
+      "umi",
+      "pratama",
+      "lahir",
+      "pada",
+      "24",
+      "januari",
+      "1997",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana udin lahir ___",
+        "answer": "tegal",
+        "id": "qa_455_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania lahir pada 8 januari 1949 di kediri",
+    "tokens": [
+      "tania",
+      "lahir",
+      "pada",
+      "8",
+      "januari",
+      "1949",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "tania",
+        "id": "qa_456_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko dewi arifin lahir pada 13 november 1999 di ambon",
+    "tokens": [
+      "joko",
+      "dewi",
+      "arifin",
+      "lahir",
+      "pada",
+      "13",
+      "november",
+      "1999",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan joko lahir ___",
+        "answer": "13 november 1999",
+        "id": "qa_457_q1"
+      }
+    ]
+  },
+  {
+    "context": "wahyu fauziah lahir pada 1 maret 1949 di palembang",
+    "tokens": [
+      "wahyu",
+      "fauziah",
+      "lahir",
+      "pada",
+      "1",
+      "maret",
+      "1949",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di palembang ___",
+        "answer": "wahyu fauziah",
+        "id": "qa_458_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra lahir pada 9 september 2009 di semarang",
+    "tokens": [
+      "candra",
+      "lahir",
+      "pada",
+      "9",
+      "september",
+      "2009",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa candra lahir ___",
+        "answer": "9 september 2009",
+        "id": "qa_459_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin adewi lahir pada 9 januari 1984 di bandung",
+    "tokens": [
+      "vivin",
+      "adewi",
+      "lahir",
+      "pada",
+      "9",
+      "januari",
+      "1984",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vivin lahir ___",
+        "answer": "9 januari 1984",
+        "id": "qa_460_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan vivin manurung lahir pada 26 oktober 1983 di palembang",
+    "tokens": [
+      "wawan",
+      "vivin",
+      "manurung",
+      "lahir",
+      "pada",
+      "26",
+      "oktober",
+      "1983",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa wawan lahir ___",
+        "answer": "26 oktober 1983",
+        "id": "qa_461_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra wahyudi lahir pada 10 maret 1989 di palembang",
+    "tokens": [
+      "hendra",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "10",
+      "maret",
+      "1989",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di palembang ___",
+        "answer": "hendra wahyudi",
+        "id": "qa_462_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi saputri lahir pada 25 oktober 1984 di cilegon",
+    "tokens": [
+      "luthfi",
+      "saputri",
+      "lahir",
+      "pada",
+      "25",
+      "oktober",
+      "1984",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan luthfi lahir ___",
+        "answer": "25 oktober 1984",
+        "id": "qa_463_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi saputri lahir pada 18 desember 1996 di probolinggo",
+    "tokens": [
+      "luthfi",
+      "saputri",
+      "lahir",
+      "pada",
+      "18",
+      "desember",
+      "1996",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana luthfi lahir ___",
+        "answer": "probolinggo",
+        "id": "qa_464_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi pratiwi pratama lahir pada 8 mei 1992 di cilegon",
+    "tokens": [
+      "dewi",
+      "pratiwi",
+      "pratama",
+      "lahir",
+      "pada",
+      "8",
+      "mei",
+      "1992",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana dewi lahir ___",
+        "answer": "cilegon",
+        "id": "qa_465_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan rachman lahir pada 7 maret 2001 di jember",
+    "tokens": [
+      "farhan",
+      "rachman",
+      "lahir",
+      "pada",
+      "7",
+      "maret",
+      "2001",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jember ___",
+        "answer": "farhan rachman",
+        "id": "qa_466_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa intan wijaya lahir pada 10 agustus 1998 di tegal",
+    "tokens": [
+      "zulfa",
+      "intan",
+      "wijaya",
+      "lahir",
+      "pada",
+      "10",
+      "agustus",
+      "1998",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zulfa lahir ___",
+        "answer": "tegal",
+        "id": "qa_467_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi pambudi lahir pada 21 april 1971 di salatiga",
+    "tokens": [
+      "budi",
+      "pambudi",
+      "lahir",
+      "pada",
+      "21",
+      "april",
+      "1971",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana budi lahir ___",
+        "answer": "salatiga",
+        "id": "qa_468_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya saputra lahir pada 13 november 1946 di cilegon",
+    "tokens": [
+      "aditya",
+      "saputra",
+      "lahir",
+      "pada",
+      "13",
+      "november",
+      "1946",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan aditya lahir ___",
+        "answer": "13 november 1946",
+        "id": "qa_469_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya ramadhan lahir pada 7 juli 1998 di probolinggo",
+    "tokens": [
+      "nadya",
+      "ramadhan",
+      "lahir",
+      "pada",
+      "7",
+      "juli",
+      "1998",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa nadya lahir ___",
+        "answer": "7 juli 1998",
+        "id": "qa_470_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari ayuningtyas lahir pada 15 juli 1956 di sidoarjo",
+    "tokens": [
+      "hari",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "15",
+      "juli",
+      "1956",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan hari lahir ___",
+        "answer": "15 juli 1956",
+        "id": "qa_471_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari saputri lahir pada 10 mei 1949 di cilegon",
+    "tokens": [
+      "hari",
+      "saputri",
+      "lahir",
+      "pada",
+      "10",
+      "mei",
+      "1949",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hari lahir ___",
+        "answer": "cilegon",
+        "id": "qa_472_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu suharto lahir pada 24 mei 1962 di tegal",
+    "tokens": [
+      "bayu",
+      "suharto",
+      "lahir",
+      "pada",
+      "24",
+      "mei",
+      "1962",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana bayu lahir ___",
+        "answer": "tegal",
+        "id": "qa_473_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori hermawan lahir pada 5 agustus 1973 di purwokerto",
+    "tokens": [
+      "qori",
+      "hermawan",
+      "lahir",
+      "pada",
+      "5",
+      "agustus",
+      "1973",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa qori lahir ___",
+        "answer": "5 agustus 1973",
+        "id": "qa_474_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina adewi lahir pada 21 april 2008 di solo",
+    "tokens": [
+      "vina",
+      "adewi",
+      "lahir",
+      "pada",
+      "21",
+      "april",
+      "2008",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di solo ___",
+        "answer": "vina adewi",
+        "id": "qa_475_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra mario lahir pada 17 oktober 1966 di depok",
+    "tokens": [
+      "hendra",
+      "mario",
+      "lahir",
+      "pada",
+      "17",
+      "oktober",
+      "1966",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di depok ___",
+        "answer": "hendra mario",
+        "id": "qa_476_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki khansa saputra lahir pada 19 februari 1946 di tasikmalaya",
+    "tokens": [
+      "kiki",
+      "khansa",
+      "saputra",
+      "lahir",
+      "pada",
+      "19",
+      "februari",
+      "1946",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa kiki lahir ___",
+        "answer": "19 februari 1946",
+        "id": "qa_477_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi wibowo lahir pada 28 maret 2004 di denpasar",
+    "tokens": [
+      "dewi",
+      "wibowo",
+      "lahir",
+      "pada",
+      "28",
+      "maret",
+      "2004",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana dewi lahir ___",
+        "answer": "denpasar",
+        "id": "qa_478_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko lahir pada 26 oktober 2004 di cilegon",
+    "tokens": [
+      "joko",
+      "lahir",
+      "pada",
+      "26",
+      "oktober",
+      "2004",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joko lahir ___",
+        "answer": "26 oktober 2004",
+        "id": "qa_479_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa lahir pada 2 juni 1994 di depok",
+    "tokens": ["zulfa", "lahir", "pada", "2", "juni", "1994", "di", "depok"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di depok ___",
+        "answer": "zulfa",
+        "id": "qa_480_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina ramadhan lahir pada 18 juni 1940 di samarinda",
+    "tokens": [
+      "gina",
+      "ramadhan",
+      "lahir",
+      "pada",
+      "18",
+      "juni",
+      "1940",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana gina lahir ___",
+        "answer": "samarinda",
+        "id": "qa_481_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi ramadhan lahir pada 23 september 1991 di samarinda",
+    "tokens": [
+      "budi",
+      "ramadhan",
+      "lahir",
+      "pada",
+      "23",
+      "september",
+      "1991",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana budi lahir ___",
+        "answer": "samarinda",
+        "id": "qa_482_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita sari arifin lahir pada 5 maret 1957 di denpasar",
+    "tokens": [
+      "ernita",
+      "sari",
+      "arifin",
+      "lahir",
+      "pada",
+      "5",
+      "maret",
+      "1957",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan ernita lahir ___",
+        "answer": "5 maret 1957",
+        "id": "qa_483_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu lahir pada 24 februari 1978 di blitar",
+    "tokens": [
+      "bayu",
+      "lahir",
+      "pada",
+      "24",
+      "februari",
+      "1978",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan bayu lahir ___",
+        "answer": "24 februari 1978",
+        "id": "qa_484_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra lahir pada 3 juli 1987 di kendari",
+    "tokens": ["candra", "lahir", "pada", "3", "juli", "1987", "di", "kendari"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa candra lahir ___",
+        "answer": "3 juli 1987",
+        "id": "qa_485_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila permana lahir pada 11 juli 1959 di bekasi",
+    "tokens": [
+      "laila",
+      "permana",
+      "lahir",
+      "pada",
+      "11",
+      "juli",
+      "1959",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan laila lahir ___",
+        "answer": "11 juli 1959",
+        "id": "qa_486_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari wibowo lahir pada 10 april 1989 di sukabumi",
+    "tokens": [
+      "sari",
+      "wibowo",
+      "lahir",
+      "pada",
+      "10",
+      "april",
+      "1989",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan sari lahir ___",
+        "answer": "10 april 1989",
+        "id": "qa_487_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi lahir pada 25 september 1978 di banjarmasin",
+    "tokens": [
+      "dewi",
+      "lahir",
+      "pada",
+      "25",
+      "september",
+      "1978",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dewi lahir ___",
+        "answer": "25 september 1978",
+        "id": "qa_488_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa suryadi lahir pada 1 juni 1949 di yogyakarta",
+    "tokens": [
+      "khansa",
+      "suryadi",
+      "lahir",
+      "pada",
+      "1",
+      "juni",
+      "1949",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di yogyakarta ___",
+        "answer": "khansa suryadi",
+        "id": "qa_489_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina purnama lahir pada 26 oktober 1964 di padang",
+    "tokens": [
+      "vina",
+      "purnama",
+      "lahir",
+      "pada",
+      "26",
+      "oktober",
+      "1964",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan vina lahir ___",
+        "answer": "26 oktober 1964",
+        "id": "qa_490_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari saputra lahir pada 2 agustus 1973 di cilegon",
+    "tokens": [
+      "hari",
+      "saputra",
+      "lahir",
+      "pada",
+      "2",
+      "agustus",
+      "1973",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan hari lahir ___",
+        "answer": "2 agustus 1973",
+        "id": "qa_491_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat anggraini lahir pada 5 agustus 1999 di depok",
+    "tokens": [
+      "rahmat",
+      "anggraini",
+      "lahir",
+      "pada",
+      "5",
+      "agustus",
+      "1999",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rahmat lahir ___",
+        "answer": "5 agustus 1999",
+        "id": "qa_492_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh lahir pada 25 desember 1995 di bandung",
+    "tokens": [
+      "teguh",
+      "lahir",
+      "pada",
+      "25",
+      "desember",
+      "1995",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa teguh lahir ___",
+        "answer": "25 desember 1995",
+        "id": "qa_493_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori sukma lahir pada 2 januari 2003 di sukabumi",
+    "tokens": [
+      "qori",
+      "sukma",
+      "lahir",
+      "pada",
+      "2",
+      "januari",
+      "2003",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan qori lahir ___",
+        "answer": "2 januari 2003",
+        "id": "qa_494_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila nabila lahir pada 15 oktober 1955 di samarinda",
+    "tokens": [
+      "laila",
+      "nabila",
+      "lahir",
+      "pada",
+      "15",
+      "oktober",
+      "1955",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa laila lahir ___",
+        "answer": "15 oktober 1955",
+        "id": "qa_495_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi lahir pada 24 mei 1967 di kediri",
+    "tokens": ["dewi", "lahir", "pada", "24", "mei", "1967", "di", "kediri"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dewi lahir ___",
+        "answer": "24 mei 1967",
+        "id": "qa_496_q1"
+      }
+    ]
+  },
+  {
+    "context": "intan indrawan lahir pada 8 april 2004 di banjarmasin",
+    "tokens": [
+      "intan",
+      "indrawan",
+      "lahir",
+      "pada",
+      "8",
+      "april",
+      "2004",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di banjarmasin ___",
+        "answer": "intan indrawan",
+        "id": "qa_497_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki laksono lahir pada 16 maret 1964 di samarinda",
+    "tokens": [
+      "kiki",
+      "laksono",
+      "lahir",
+      "pada",
+      "16",
+      "maret",
+      "1964",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan kiki lahir ___",
+        "answer": "16 maret 1964",
+        "id": "qa_498_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra manurung lahir pada 18 februari 1973 di cirebon",
+    "tokens": [
+      "candra",
+      "manurung",
+      "lahir",
+      "pada",
+      "18",
+      "februari",
+      "1973",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana candra lahir ___",
+        "answer": "cirebon",
+        "id": "qa_499_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh zulfa kurniawan lahir pada 22 desember 1973 di semarang",
+    "tokens": [
+      "teguh",
+      "zulfa",
+      "kurniawan",
+      "lahir",
+      "pada",
+      "22",
+      "desember",
+      "1973",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan teguh lahir ___",
+        "answer": "22 desember 1973",
+        "id": "qa_500_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia putri saputra lahir pada 12 november 1984 di samarinda",
+    "tokens": [
+      "xenia",
+      "putri",
+      "saputra",
+      "lahir",
+      "pada",
+      "12",
+      "november",
+      "1984",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di samarinda ___",
+        "answer": "xenia putri saputra",
+        "id": "qa_501_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra pratama lahir pada 2 desember 1982 di kediri",
+    "tokens": [
+      "citra",
+      "pratama",
+      "lahir",
+      "pada",
+      "2",
+      "desember",
+      "1982",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "citra pratama",
+        "id": "qa_502_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi fadhilah lahir pada 10 juli 1990 di cilegon",
+    "tokens": [
+      "luthfi",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "10",
+      "juli",
+      "1990",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana luthfi lahir ___",
+        "answer": "cilegon",
+        "id": "qa_503_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh lahir pada 25 januari 1966 di pekanbaru",
+    "tokens": [
+      "teguh",
+      "lahir",
+      "pada",
+      "25",
+      "januari",
+      "1966",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana teguh lahir ___",
+        "answer": "pekanbaru",
+        "id": "qa_504_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya prasetyo lahir pada 23 januari 2009 di serang",
+    "tokens": [
+      "surya",
+      "prasetyo",
+      "lahir",
+      "pada",
+      "23",
+      "januari",
+      "2009",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan surya lahir ___",
+        "answer": "23 januari 2009",
+        "id": "qa_505_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian martini lahir pada 16 maret 1989 di malang",
+    "tokens": [
+      "dian",
+      "martini",
+      "lahir",
+      "pada",
+      "16",
+      "maret",
+      "1989",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di malang ___",
+        "answer": "dian martini",
+        "id": "qa_506_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin qori wahyudi lahir pada 23 februari 1963 di kediri",
+    "tokens": [
+      "vivin",
+      "qori",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "23",
+      "februari",
+      "1963",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "vivin qori wahyudi",
+        "id": "qa_507_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila hermawan lahir pada 15 maret 1995 di tasikmalaya",
+    "tokens": [
+      "laila",
+      "hermawan",
+      "lahir",
+      "pada",
+      "15",
+      "maret",
+      "1995",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan laila lahir ___",
+        "answer": "15 maret 1995",
+        "id": "qa_508_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya lahir pada 2 oktober 1950 di pontianak",
+    "tokens": [
+      "aditya",
+      "lahir",
+      "pada",
+      "2",
+      "oktober",
+      "1950",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pontianak ___",
+        "answer": "aditya",
+        "id": "qa_509_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario lahir pada 4 februari 2004 di denpasar",
+    "tokens": [
+      "mario",
+      "lahir",
+      "pada",
+      "4",
+      "februari",
+      "2004",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mario lahir ___",
+        "answer": "4 februari 2004",
+        "id": "qa_510_q1"
+      }
+    ]
+  },
+  {
+    "context": "agus lahir pada 11 september 2008 di sidoarjo",
+    "tokens": [
+      "agus",
+      "lahir",
+      "pada",
+      "11",
+      "september",
+      "2008",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa agus lahir ___",
+        "answer": "11 september 2008",
+        "id": "qa_511_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi puspitasari lahir pada 8 februari 1992 di depok",
+    "tokens": [
+      "dewi",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "8",
+      "februari",
+      "1992",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dewi lahir ___",
+        "answer": "8 februari 1992",
+        "id": "qa_512_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh sukma lahir pada 7 november 1994 di malang",
+    "tokens": [
+      "galuh",
+      "sukma",
+      "lahir",
+      "pada",
+      "7",
+      "november",
+      "1994",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di malang ___",
+        "answer": "galuh sukma",
+        "id": "qa_513_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh lahir pada 28 november 1955 di kediri",
+    "tokens": [
+      "galuh",
+      "lahir",
+      "pada",
+      "28",
+      "november",
+      "1955",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa galuh lahir ___",
+        "answer": "28 november 1955",
+        "id": "qa_514_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi suryadi lahir pada 12 september 1978 di makassar",
+    "tokens": [
+      "pratiwi",
+      "suryadi",
+      "lahir",
+      "pada",
+      "12",
+      "september",
+      "1978",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana pratiwi lahir ___",
+        "answer": "makassar",
+        "id": "qa_515_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal yuliana lahir pada 19 november 1969 di solo",
+    "tokens": [
+      "faisal",
+      "yuliana",
+      "lahir",
+      "pada",
+      "19",
+      "november",
+      "1969",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa faisal lahir ___",
+        "answer": "19 november 1969",
+        "id": "qa_516_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina lahir pada 19 april 2001 di manado",
+    "tokens": ["vina", "lahir", "pada", "19", "april", "2001", "di", "manado"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vina lahir ___",
+        "answer": "19 april 2001",
+        "id": "qa_517_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya lahir pada 4 desember 1968 di gianyar",
+    "tokens": [
+      "surya",
+      "lahir",
+      "pada",
+      "4",
+      "desember",
+      "1968",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di gianyar ___",
+        "answer": "surya",
+        "id": "qa_518_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal arifin lahir pada 14 maret 1948 di blitar",
+    "tokens": [
+      "faisal",
+      "arifin",
+      "lahir",
+      "pada",
+      "14",
+      "maret",
+      "1948",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana faisal lahir ___",
+        "answer": "blitar",
+        "id": "qa_519_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa putri santoso lahir pada 17 juli 1956 di surabaya",
+    "tokens": [
+      "khansa",
+      "putri",
+      "santoso",
+      "lahir",
+      "pada",
+      "17",
+      "juli",
+      "1956",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana khansa lahir ___",
+        "answer": "surabaya",
+        "id": "qa_520_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin ayuningtyas lahir pada 21 oktober 1961 di tasikmalaya",
+    "tokens": [
+      "vivin",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "21",
+      "oktober",
+      "1961",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan vivin lahir ___",
+        "answer": "21 oktober 1961",
+        "id": "qa_521_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari lahir pada 3 september 2002 di magelang",
+    "tokens": [
+      "sari",
+      "lahir",
+      "pada",
+      "3",
+      "september",
+      "2002",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa sari lahir ___",
+        "answer": "3 september 2002",
+        "id": "qa_522_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya pratama lahir pada 26 oktober 1940 di magelang",
+    "tokens": [
+      "nadya",
+      "pratama",
+      "lahir",
+      "pada",
+      "26",
+      "oktober",
+      "1940",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa nadya lahir ___",
+        "answer": "26 oktober 1940",
+        "id": "qa_523_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari saputra lahir pada 1 september 2001 di salatiga",
+    "tokens": [
+      "sari",
+      "saputra",
+      "lahir",
+      "pada",
+      "1",
+      "september",
+      "2001",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana sari lahir ___",
+        "answer": "salatiga",
+        "id": "qa_524_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya fauziah lahir pada 19 februari 1984 di pekanbaru",
+    "tokens": [
+      "nadya",
+      "fauziah",
+      "lahir",
+      "pada",
+      "19",
+      "februari",
+      "1984",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan nadya lahir ___",
+        "answer": "19 februari 1984",
+        "id": "qa_525_q1"
+      }
+    ]
+  },
+  {
+    "context": "putri lahir pada 10 mei 1992 di makassar",
+    "tokens": ["putri", "lahir", "pada", "10", "mei", "1992", "di", "makassar"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana putri lahir ___",
+        "answer": "makassar",
+        "id": "qa_526_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario lahir pada 21 juni 1949 di jayapura",
+    "tokens": [
+      "mario",
+      "lahir",
+      "pada",
+      "21",
+      "juni",
+      "1949",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa mario lahir ___",
+        "answer": "21 juni 1949",
+        "id": "qa_527_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi suharto lahir pada 8 april 1951 di bandung",
+    "tokens": [
+      "luthfi",
+      "suharto",
+      "lahir",
+      "pada",
+      "8",
+      "april",
+      "1951",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan luthfi lahir ___",
+        "answer": "8 april 1951",
+        "id": "qa_528_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania yuliana lahir pada 7 mei 1953 di solo",
+    "tokens": [
+      "tania",
+      "yuliana",
+      "lahir",
+      "pada",
+      "7",
+      "mei",
+      "1953",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di solo ___",
+        "answer": "tania yuliana",
+        "id": "qa_529_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin lahir pada 10 april 1997 di cirebon",
+    "tokens": ["udin", "lahir", "pada", "10", "april", "1997", "di", "cirebon"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa udin lahir ___",
+        "answer": "10 april 1997",
+        "id": "qa_530_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki nina lahir pada 4 agustus 1979 di jakarta",
+    "tokens": [
+      "oki",
+      "nina",
+      "lahir",
+      "pada",
+      "4",
+      "agustus",
+      "1979",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jakarta ___",
+        "answer": "oki nina",
+        "id": "qa_531_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina permana lahir pada 28 oktober 2003 di solo",
+    "tokens": [
+      "gina",
+      "permana",
+      "lahir",
+      "pada",
+      "28",
+      "oktober",
+      "2003",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan gina lahir ___",
+        "answer": "28 oktober 2003",
+        "id": "qa_532_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya faisal adewi lahir pada 26 september 1984 di depok",
+    "tokens": [
+      "nadya",
+      "faisal",
+      "adewi",
+      "lahir",
+      "pada",
+      "26",
+      "september",
+      "1984",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa nadya lahir ___",
+        "answer": "26 september 1984",
+        "id": "qa_533_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa pratiwi manurung lahir pada 21 oktober 2008 di semarang",
+    "tokens": [
+      "zulfa",
+      "pratiwi",
+      "manurung",
+      "lahir",
+      "pada",
+      "21",
+      "oktober",
+      "2008",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zulfa lahir ___",
+        "answer": "semarang",
+        "id": "qa_534_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia zulfa lahir pada 4 agustus 1951 di serang",
+    "tokens": [
+      "xenia",
+      "zulfa",
+      "lahir",
+      "pada",
+      "4",
+      "agustus",
+      "1951",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa xenia lahir ___",
+        "answer": "4 agustus 1951",
+        "id": "qa_535_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki lahir pada 13 juni 1985 di cilegon",
+    "tokens": ["oki", "lahir", "pada", "13", "juni", "1985", "di", "cilegon"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan oki lahir ___",
+        "answer": "13 juni 1985",
+        "id": "qa_536_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef lahir pada 15 maret 1946 di pontianak",
+    "tokens": [
+      "yosef",
+      "lahir",
+      "pada",
+      "15",
+      "maret",
+      "1946",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan yosef lahir ___",
+        "answer": "15 maret 1946",
+        "id": "qa_537_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki lahir pada 28 mei 2008 di mataram",
+    "tokens": ["oki", "lahir", "pada", "28", "mei", "2008", "di", "mataram"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana oki lahir ___",
+        "answer": "mataram",
+        "id": "qa_538_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita pratama lahir pada 11 februari 1972 di serang",
+    "tokens": [
+      "mita",
+      "pratama",
+      "lahir",
+      "pada",
+      "11",
+      "februari",
+      "1972",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana mita lahir ___",
+        "answer": "serang",
+        "id": "qa_539_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori lahir pada 10 oktober 1978 di cilegon",
+    "tokens": [
+      "qori",
+      "lahir",
+      "pada",
+      "10",
+      "oktober",
+      "1978",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cilegon ___",
+        "answer": "qori",
+        "id": "qa_540_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi puspitasari lahir pada 12 februari 1981 di probolinggo",
+    "tokens": [
+      "umi",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "12",
+      "februari",
+      "1981",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana umi lahir ___",
+        "answer": "probolinggo",
+        "id": "qa_541_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario febrianto lahir pada 7 juni 1988 di banjarmasin",
+    "tokens": [
+      "mario",
+      "febrianto",
+      "lahir",
+      "pada",
+      "7",
+      "juni",
+      "1988",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana mario lahir ___",
+        "answer": "banjarmasin",
+        "id": "qa_542_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan nabila lahir pada 14 oktober 1977 di makassar",
+    "tokens": [
+      "wawan",
+      "nabila",
+      "lahir",
+      "pada",
+      "14",
+      "oktober",
+      "1977",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan wawan lahir ___",
+        "answer": "14 oktober 1977",
+        "id": "qa_543_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori sukma lahir pada 27 juni 1987 di pontianak",
+    "tokens": [
+      "qori",
+      "sukma",
+      "lahir",
+      "pada",
+      "27",
+      "juni",
+      "1987",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pontianak ___",
+        "answer": "qori sukma",
+        "id": "qa_544_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari ardiansyah lahir pada 5 mei 1977 di jakarta",
+    "tokens": [
+      "hari",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "5",
+      "mei",
+      "1977",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa hari lahir ___",
+        "answer": "5 mei 1977",
+        "id": "qa_545_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra suryadi lahir pada 19 agustus 1948 di pekanbaru",
+    "tokens": [
+      "citra",
+      "suryadi",
+      "lahir",
+      "pada",
+      "19",
+      "agustus",
+      "1948",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana citra lahir ___",
+        "answer": "pekanbaru",
+        "id": "qa_546_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya suharto lahir pada 8 november 1990 di tegal",
+    "tokens": [
+      "surya",
+      "suharto",
+      "lahir",
+      "pada",
+      "8",
+      "november",
+      "1990",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tegal ___",
+        "answer": "surya suharto",
+        "id": "qa_547_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari saputra lahir pada 28 januari 1992 di blitar",
+    "tokens": [
+      "sari",
+      "saputra",
+      "lahir",
+      "pada",
+      "28",
+      "januari",
+      "1992",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di blitar ___",
+        "answer": "sari saputra",
+        "id": "qa_548_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi fadhilah lahir pada 20 juli 2006 di cirebon",
+    "tokens": [
+      "luthfi",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "20",
+      "juli",
+      "2006",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan luthfi lahir ___",
+        "answer": "20 juli 2006",
+        "id": "qa_549_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina hermawan lahir pada 1 april 1983 di manado",
+    "tokens": [
+      "vina",
+      "hermawan",
+      "lahir",
+      "pada",
+      "1",
+      "april",
+      "1983",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di manado ___",
+        "answer": "vina hermawan",
+        "id": "qa_550_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani puspitasari lahir pada 3 mei 1995 di samarinda",
+    "tokens": [
+      "rani",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "3",
+      "mei",
+      "1995",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rani lahir ___",
+        "answer": "3 mei 1995",
+        "id": "qa_551_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin tania nabila lahir pada 3 oktober 2008 di kendari",
+    "tokens": [
+      "vivin",
+      "tania",
+      "nabila",
+      "lahir",
+      "pada",
+      "3",
+      "oktober",
+      "2008",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vivin lahir ___",
+        "answer": "3 oktober 2008",
+        "id": "qa_552_q1"
+      }
+    ]
+  },
+  {
+    "context": "opik maulana lahir pada 2 februari 2000 di bandung",
+    "tokens": [
+      "opik",
+      "maulana",
+      "lahir",
+      "pada",
+      "2",
+      "februari",
+      "2000",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bandung ___",
+        "answer": "opik maulana",
+        "id": "qa_553_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa anggraini lahir pada 27 november 2008 di jayapura",
+    "tokens": [
+      "khansa",
+      "anggraini",
+      "lahir",
+      "pada",
+      "27",
+      "november",
+      "2008",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jayapura ___",
+        "answer": "khansa anggraini",
+        "id": "qa_554_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh lahir pada 3 januari 1948 di jakarta",
+    "tokens": [
+      "teguh",
+      "lahir",
+      "pada",
+      "3",
+      "januari",
+      "1948",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana teguh lahir ___",
+        "answer": "jakarta",
+        "id": "qa_555_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa lahir pada 24 oktober 1971 di solo",
+    "tokens": [
+      "khansa",
+      "lahir",
+      "pada",
+      "24",
+      "oktober",
+      "1971",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa khansa lahir ___",
+        "answer": "24 oktober 1971",
+        "id": "qa_556_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian wijaya lahir pada 12 april 2000 di kendari",
+    "tokens": [
+      "dian",
+      "wijaya",
+      "lahir",
+      "pada",
+      "12",
+      "april",
+      "2000",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dian lahir ___",
+        "answer": "12 april 2000",
+        "id": "qa_557_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari opik firmansyah lahir pada 25 september 1998 di kediri",
+    "tokens": [
+      "sari",
+      "opik",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "25",
+      "september",
+      "1998",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan sari lahir ___",
+        "answer": "25 september 1998",
+        "id": "qa_558_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki manurung lahir pada 16 april 1989 di kediri",
+    "tokens": [
+      "kiki",
+      "manurung",
+      "lahir",
+      "pada",
+      "16",
+      "april",
+      "1989",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana kiki lahir ___",
+        "answer": "kediri",
+        "id": "qa_559_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina eka kurniawan lahir pada 1 november 1996 di yogyakarta",
+    "tokens": [
+      "nina",
+      "eka",
+      "kurniawan",
+      "lahir",
+      "pada",
+      "1",
+      "november",
+      "1996",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nina lahir ___",
+        "answer": "yogyakarta",
+        "id": "qa_560_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan bayu lahir pada 4 mei 1955 di malang",
+    "tokens": [
+      "farhan",
+      "bayu",
+      "lahir",
+      "pada",
+      "4",
+      "mei",
+      "1955",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa farhan lahir ___",
+        "answer": "4 mei 1955",
+        "id": "qa_561_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi laksono lahir pada 28 juni 1972 di serang",
+    "tokens": [
+      "luthfi",
+      "laksono",
+      "lahir",
+      "pada",
+      "28",
+      "juni",
+      "1972",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan luthfi lahir ___",
+        "answer": "28 juni 1972",
+        "id": "qa_562_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila lahir pada 18 april 2000 di sukabumi",
+    "tokens": [
+      "laila",
+      "lahir",
+      "pada",
+      "18",
+      "april",
+      "2000",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa laila lahir ___",
+        "answer": "18 april 2000",
+        "id": "qa_563_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori rachman lahir pada 1 maret 1986 di tegal",
+    "tokens": [
+      "qori",
+      "rachman",
+      "lahir",
+      "pada",
+      "1",
+      "maret",
+      "1986",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tegal ___",
+        "answer": "qori rachman",
+        "id": "qa_564_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina khansa suharto lahir pada 15 juni 2005 di yogyakarta",
+    "tokens": [
+      "gina",
+      "khansa",
+      "suharto",
+      "lahir",
+      "pada",
+      "15",
+      "juni",
+      "2005",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di yogyakarta ___",
+        "answer": "gina khansa suharto",
+        "id": "qa_565_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki lahir pada 17 juli 1958 di kupang",
+    "tokens": ["kiki", "lahir", "pada", "17", "juli", "1958", "di", "kupang"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kupang ___",
+        "answer": "kiki",
+        "id": "qa_566_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa wibowo lahir pada 23 januari 1942 di tasikmalaya",
+    "tokens": [
+      "zulfa",
+      "wibowo",
+      "lahir",
+      "pada",
+      "23",
+      "januari",
+      "1942",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tasikmalaya ___",
+        "answer": "zulfa wibowo",
+        "id": "qa_567_q1"
+      }
+    ]
+  },
+  {
+    "context": "yana candra wibowo lahir pada 16 april 1948 di denpasar",
+    "tokens": [
+      "yana",
+      "candra",
+      "wibowo",
+      "lahir",
+      "pada",
+      "16",
+      "april",
+      "1948",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan yana lahir ___",
+        "answer": "16 april 1948",
+        "id": "qa_568_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin umi rachman lahir pada 3 juli 1989 di bekasi",
+    "tokens": [
+      "udin",
+      "umi",
+      "rachman",
+      "lahir",
+      "pada",
+      "3",
+      "juli",
+      "1989",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa udin lahir ___",
+        "answer": "3 juli 1989",
+        "id": "qa_569_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari faisal lahir pada 9 januari 1984 di probolinggo",
+    "tokens": [
+      "sari",
+      "faisal",
+      "lahir",
+      "pada",
+      "9",
+      "januari",
+      "1984",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana sari lahir ___",
+        "answer": "probolinggo",
+        "id": "qa_570_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita handayani lahir pada 15 desember 1964 di kediri",
+    "tokens": [
+      "ernita",
+      "handayani",
+      "lahir",
+      "pada",
+      "15",
+      "desember",
+      "1964",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan ernita lahir ___",
+        "answer": "15 desember 1964",
+        "id": "qa_571_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita candra puspitasari lahir pada 26 april 1954 di padang",
+    "tokens": [
+      "ernita",
+      "candra",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "26",
+      "april",
+      "1954",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di padang ___",
+        "answer": "ernita candra puspitasari",
+        "id": "qa_572_q1"
+      }
+    ]
+  },
+  {
+    "context": "eka vivin pambudi lahir pada 5 april 1949 di pekanbaru",
+    "tokens": [
+      "eka",
+      "vivin",
+      "pambudi",
+      "lahir",
+      "pada",
+      "5",
+      "april",
+      "1949",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan eka lahir ___",
+        "answer": "5 april 1949",
+        "id": "qa_573_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh putra lahir pada 25 februari 1961 di magelang",
+    "tokens": [
+      "teguh",
+      "putra",
+      "lahir",
+      "pada",
+      "25",
+      "februari",
+      "1961",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan teguh lahir ___",
+        "answer": "25 februari 1961",
+        "id": "qa_574_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila anggraini lahir pada 28 april 1940 di tegal",
+    "tokens": [
+      "laila",
+      "anggraini",
+      "lahir",
+      "pada",
+      "28",
+      "april",
+      "1940",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan laila lahir ___",
+        "answer": "28 april 1940",
+        "id": "qa_575_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi wahyudi lahir pada 27 juni 1988 di manado",
+    "tokens": [
+      "umi",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "27",
+      "juni",
+      "1988",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana umi lahir ___",
+        "answer": "manado",
+        "id": "qa_576_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan hidayat lahir pada 11 september 1961 di denpasar",
+    "tokens": [
+      "farhan",
+      "hidayat",
+      "lahir",
+      "pada",
+      "11",
+      "september",
+      "1961",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di denpasar ___",
+        "answer": "farhan hidayat",
+        "id": "qa_577_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina eka rosadi lahir pada 22 februari 1964 di bogor",
+    "tokens": [
+      "gina",
+      "eka",
+      "rosadi",
+      "lahir",
+      "pada",
+      "22",
+      "februari",
+      "1964",
+      "di",
+      "bogor"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana gina lahir ___",
+        "answer": "bogor",
+        "id": "qa_578_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita mario saputri lahir pada 6 agustus 1977 di denpasar",
+    "tokens": [
+      "mita",
+      "mario",
+      "saputri",
+      "lahir",
+      "pada",
+      "6",
+      "agustus",
+      "1977",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa mita lahir ___",
+        "answer": "6 agustus 1977",
+        "id": "qa_579_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi nabila lahir pada 21 desember 1980 di kendari",
+    "tokens": [
+      "dewi",
+      "nabila",
+      "lahir",
+      "pada",
+      "21",
+      "desember",
+      "1980",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dewi lahir ___",
+        "answer": "21 desember 1980",
+        "id": "qa_580_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina rachman lahir pada 20 mei 1981 di kediri",
+    "tokens": [
+      "nina",
+      "rachman",
+      "lahir",
+      "pada",
+      "20",
+      "mei",
+      "1981",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan nina lahir ___",
+        "answer": "20 mei 1981",
+        "id": "qa_581_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan permana lahir pada 17 oktober 1947 di salatiga",
+    "tokens": [
+      "farhan",
+      "permana",
+      "lahir",
+      "pada",
+      "17",
+      "oktober",
+      "1947",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di salatiga ___",
+        "answer": "farhan permana",
+        "id": "qa_582_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat hermawan lahir pada 12 september 1995 di tegal",
+    "tokens": [
+      "rahmat",
+      "hermawan",
+      "lahir",
+      "pada",
+      "12",
+      "september",
+      "1995",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rahmat lahir ___",
+        "answer": "12 september 1995",
+        "id": "qa_583_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain wirawan lahir pada 3 mei 1999 di semarang",
+    "tokens": [
+      "zain",
+      "wirawan",
+      "lahir",
+      "pada",
+      "3",
+      "mei",
+      "1999",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zain lahir ___",
+        "answer": "semarang",
+        "id": "qa_584_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra lahir pada 1 juni 1940 di pekanbaru",
+    "tokens": [
+      "hendra",
+      "lahir",
+      "pada",
+      "1",
+      "juni",
+      "1940",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pekanbaru ___",
+        "answer": "hendra",
+        "id": "qa_585_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi hidayat lahir pada 15 november 2007 di magelang",
+    "tokens": [
+      "umi",
+      "hidayat",
+      "lahir",
+      "pada",
+      "15",
+      "november",
+      "2007",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di magelang ___",
+        "answer": "umi hidayat",
+        "id": "qa_586_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania putra lahir pada 1 juli 1983 di depok",
+    "tokens": [
+      "tania",
+      "putra",
+      "lahir",
+      "pada",
+      "1",
+      "juli",
+      "1983",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana tania lahir ___",
+        "answer": "depok",
+        "id": "qa_587_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat lahir pada 7 mei 2001 di magelang",
+    "tokens": ["rahmat", "lahir", "pada", "7", "mei", "2001", "di", "magelang"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rahmat lahir ___",
+        "answer": "magelang",
+        "id": "qa_588_q1"
+      }
+    ]
+  },
+  {
+    "context": "ilham lahir pada 1 februari 1943 di depok",
+    "tokens": [
+      "ilham",
+      "lahir",
+      "pada",
+      "1",
+      "februari",
+      "1943",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana ilham lahir ___",
+        "answer": "depok",
+        "id": "qa_589_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain lahir pada 15 november 1949 di sidoarjo",
+    "tokens": [
+      "zain",
+      "lahir",
+      "pada",
+      "15",
+      "november",
+      "1949",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sidoarjo ___",
+        "answer": "zain",
+        "id": "qa_590_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko rahmat nugroho lahir pada 19 januari 1947 di cilegon",
+    "tokens": [
+      "joko",
+      "rahmat",
+      "nugroho",
+      "lahir",
+      "pada",
+      "19",
+      "januari",
+      "1947",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joko lahir ___",
+        "answer": "19 januari 1947",
+        "id": "qa_591_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya oki santoso lahir pada 4 januari 2006 di pekanbaru",
+    "tokens": [
+      "surya",
+      "oki",
+      "santoso",
+      "lahir",
+      "pada",
+      "4",
+      "januari",
+      "2006",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pekanbaru ___",
+        "answer": "surya oki santoso",
+        "id": "qa_592_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa lahir pada 10 september 1991 di manado",
+    "tokens": [
+      "khansa",
+      "lahir",
+      "pada",
+      "10",
+      "september",
+      "1991",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa khansa lahir ___",
+        "answer": "10 september 1991",
+        "id": "qa_593_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya budi wahyudi lahir pada 17 februari 1965 di tasikmalaya",
+    "tokens": [
+      "aditya",
+      "budi",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "17",
+      "februari",
+      "1965",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana aditya lahir ___",
+        "answer": "tasikmalaya",
+        "id": "qa_594_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu rosadi lahir pada 26 maret 1994 di palembang",
+    "tokens": [
+      "bayu",
+      "rosadi",
+      "lahir",
+      "pada",
+      "26",
+      "maret",
+      "1994",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan bayu lahir ___",
+        "answer": "26 maret 1994",
+        "id": "qa_595_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi tania lahir pada 8 maret 2004 di jayapura",
+    "tokens": [
+      "pratiwi",
+      "tania",
+      "lahir",
+      "pada",
+      "8",
+      "maret",
+      "2004",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa pratiwi lahir ___",
+        "answer": "8 maret 2004",
+        "id": "qa_596_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain martini lahir pada 4 desember 1951 di purwokerto",
+    "tokens": [
+      "zain",
+      "martini",
+      "lahir",
+      "pada",
+      "4",
+      "desember",
+      "1951",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di purwokerto ___",
+        "answer": "zain martini",
+        "id": "qa_597_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh hidayat lahir pada 26 mei 1953 di sukabumi",
+    "tokens": [
+      "teguh",
+      "hidayat",
+      "lahir",
+      "pada",
+      "26",
+      "mei",
+      "1953",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sukabumi ___",
+        "answer": "teguh hidayat",
+        "id": "qa_598_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi zulfa fadhilah lahir pada 1 maret 2009 di depok",
+    "tokens": [
+      "dewi",
+      "zulfa",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "1",
+      "maret",
+      "2009",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dewi lahir ___",
+        "answer": "1 maret 2009",
+        "id": "qa_599_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina nabila lahir pada 21 juli 1964 di manado",
+    "tokens": [
+      "vina",
+      "nabila",
+      "lahir",
+      "pada",
+      "21",
+      "juli",
+      "1964",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di manado ___",
+        "answer": "vina nabila",
+        "id": "qa_600_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina laksono lahir pada 5 mei 1945 di bandung",
+    "tokens": [
+      "vina",
+      "laksono",
+      "lahir",
+      "pada",
+      "5",
+      "mei",
+      "1945",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bandung ___",
+        "answer": "vina laksono",
+        "id": "qa_601_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania citra putra lahir pada 17 februari 1979 di salatiga",
+    "tokens": [
+      "tania",
+      "citra",
+      "putra",
+      "lahir",
+      "pada",
+      "17",
+      "februari",
+      "1979",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana tania lahir ___",
+        "answer": "salatiga",
+        "id": "qa_602_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita arifin lahir pada 20 januari 1960 di magelang",
+    "tokens": [
+      "ernita",
+      "arifin",
+      "lahir",
+      "pada",
+      "20",
+      "januari",
+      "1960",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa ernita lahir ___",
+        "answer": "20 januari 1960",
+        "id": "qa_603_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia maulana lahir pada 9 januari 1971 di manado",
+    "tokens": [
+      "xenia",
+      "maulana",
+      "lahir",
+      "pada",
+      "9",
+      "januari",
+      "1971",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di manado ___",
+        "answer": "xenia maulana",
+        "id": "qa_604_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya ardiansyah lahir pada 7 april 1961 di depok",
+    "tokens": [
+      "nadya",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "7",
+      "april",
+      "1961",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan nadya lahir ___",
+        "answer": "7 april 1961",
+        "id": "qa_605_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi lahir pada 23 juli 1980 di cilegon",
+    "tokens": ["budi", "lahir", "pada", "23", "juli", "1980", "di", "cilegon"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cilegon ___",
+        "answer": "budi",
+        "id": "qa_606_q1"
+      }
+    ]
+  },
+  {
+    "context": "agus febrianto lahir pada 6 februari 1961 di yogyakarta",
+    "tokens": [
+      "agus",
+      "febrianto",
+      "lahir",
+      "pada",
+      "6",
+      "februari",
+      "1961",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa agus lahir ___",
+        "answer": "6 februari 1961",
+        "id": "qa_607_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra rizki lahir pada 22 desember 1955 di probolinggo",
+    "tokens": [
+      "candra",
+      "rizki",
+      "lahir",
+      "pada",
+      "22",
+      "desember",
+      "1955",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di probolinggo ___",
+        "answer": "candra rizki",
+        "id": "qa_608_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin xenia suharto lahir pada 12 november 1945 di ambon",
+    "tokens": [
+      "vivin",
+      "xenia",
+      "suharto",
+      "lahir",
+      "pada",
+      "12",
+      "november",
+      "1945",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan vivin lahir ___",
+        "answer": "12 november 1945",
+        "id": "qa_609_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan rizki lahir pada 25 juni 1961 di probolinggo",
+    "tokens": [
+      "farhan",
+      "rizki",
+      "lahir",
+      "pada",
+      "25",
+      "juni",
+      "1961",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa farhan lahir ___",
+        "answer": "25 juni 1961",
+        "id": "qa_610_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu nabila lahir pada 17 januari 1988 di solo",
+    "tokens": [
+      "bayu",
+      "nabila",
+      "lahir",
+      "pada",
+      "17",
+      "januari",
+      "1988",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana bayu lahir ___",
+        "answer": "solo",
+        "id": "qa_611_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi saputra lahir pada 17 maret 1982 di tasikmalaya",
+    "tokens": [
+      "umi",
+      "saputra",
+      "lahir",
+      "pada",
+      "17",
+      "maret",
+      "1982",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa umi lahir ___",
+        "answer": "17 maret 1982",
+        "id": "qa_612_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef lahir pada 21 agustus 2008 di tegal",
+    "tokens": [
+      "yosef",
+      "lahir",
+      "pada",
+      "21",
+      "agustus",
+      "2008",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yosef lahir ___",
+        "answer": "tegal",
+        "id": "qa_613_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain lahir pada 12 maret 1941 di yogyakarta",
+    "tokens": [
+      "zain",
+      "lahir",
+      "pada",
+      "12",
+      "maret",
+      "1941",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zain lahir ___",
+        "answer": "yogyakarta",
+        "id": "qa_614_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina ardiansyah lahir pada 7 januari 1957 di cilegon",
+    "tokens": [
+      "gina",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "7",
+      "januari",
+      "1957",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana gina lahir ___",
+        "answer": "cilegon",
+        "id": "qa_615_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra lahir pada 22 mei 1954 di medan",
+    "tokens": ["citra", "lahir", "pada", "22", "mei", "1954", "di", "medan"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan citra lahir ___",
+        "answer": "22 mei 1954",
+        "id": "qa_616_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef febrianto lahir pada 20 juli 1988 di probolinggo",
+    "tokens": [
+      "yosef",
+      "febrianto",
+      "lahir",
+      "pada",
+      "20",
+      "juli",
+      "1988",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yosef lahir ___",
+        "answer": "probolinggo",
+        "id": "qa_617_q1"
+      }
+    ]
+  },
+  {
+    "context": "opik wibowo lahir pada 14 juli 1977 di tasikmalaya",
+    "tokens": [
+      "opik",
+      "wibowo",
+      "lahir",
+      "pada",
+      "14",
+      "juli",
+      "1977",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan opik lahir ___",
+        "answer": "14 juli 1977",
+        "id": "qa_618_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani wahyudi lahir pada 8 juni 1948 di bandung",
+    "tokens": [
+      "rani",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "8",
+      "juni",
+      "1948",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rani lahir ___",
+        "answer": "bandung",
+        "id": "qa_619_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat ramadhan lahir pada 19 agustus 2010 di jakarta",
+    "tokens": [
+      "rahmat",
+      "ramadhan",
+      "lahir",
+      "pada",
+      "19",
+      "agustus",
+      "2010",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jakarta ___",
+        "answer": "rahmat ramadhan",
+        "id": "qa_620_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian indrawan lahir pada 14 november 1962 di ambon",
+    "tokens": [
+      "dian",
+      "indrawan",
+      "lahir",
+      "pada",
+      "14",
+      "november",
+      "1962",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di ambon ___",
+        "answer": "dian indrawan",
+        "id": "qa_621_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin mita manurung lahir pada 16 mei 1992 di palembang",
+    "tokens": [
+      "vivin",
+      "mita",
+      "manurung",
+      "lahir",
+      "pada",
+      "16",
+      "mei",
+      "1992",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vivin lahir ___",
+        "answer": "16 mei 1992",
+        "id": "qa_622_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain nugroho lahir pada 9 april 1975 di manado",
+    "tokens": [
+      "zain",
+      "nugroho",
+      "lahir",
+      "pada",
+      "9",
+      "april",
+      "1975",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa zain lahir ___",
+        "answer": "9 april 1975",
+        "id": "qa_623_q1"
+      }
+    ]
+  },
+  {
+    "context": "joni rachman lahir pada 19 agustus 1970 di tegal",
+    "tokens": [
+      "joni",
+      "rachman",
+      "lahir",
+      "pada",
+      "19",
+      "agustus",
+      "1970",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana joni lahir ___",
+        "answer": "tegal",
+        "id": "qa_624_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori suryadi lahir pada 19 april 2005 di sukabumi",
+    "tokens": [
+      "qori",
+      "suryadi",
+      "lahir",
+      "pada",
+      "19",
+      "april",
+      "2005",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sukabumi ___",
+        "answer": "qori suryadi",
+        "id": "qa_625_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra wijaya lahir pada 23 september 1983 di palembang",
+    "tokens": [
+      "hendra",
+      "wijaya",
+      "lahir",
+      "pada",
+      "23",
+      "september",
+      "1983",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hendra lahir ___",
+        "answer": "palembang",
+        "id": "qa_626_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa rizki lahir pada 3 november 2003 di kediri",
+    "tokens": [
+      "khansa",
+      "rizki",
+      "lahir",
+      "pada",
+      "3",
+      "november",
+      "2003",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan khansa lahir ___",
+        "answer": "3 november 2003",
+        "id": "qa_627_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi lahir pada 3 juli 1985 di padang",
+    "tokens": ["luthfi", "lahir", "pada", "3", "juli", "1985", "di", "padang"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan luthfi lahir ___",
+        "answer": "3 juli 1985",
+        "id": "qa_628_q1"
+      }
+    ]
+  },
+  {
+    "context": "eka puspitasari lahir pada 1 mei 1987 di samarinda",
+    "tokens": [
+      "eka",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "1",
+      "mei",
+      "1987",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan eka lahir ___",
+        "answer": "1 mei 1987",
+        "id": "qa_629_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi ramadhan lahir pada 2 september 1984 di kediri",
+    "tokens": [
+      "pratiwi",
+      "ramadhan",
+      "lahir",
+      "pada",
+      "2",
+      "september",
+      "1984",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa pratiwi lahir ___",
+        "answer": "2 september 1984",
+        "id": "qa_630_q1"
+      }
+    ]
+  },
+  {
+    "context": "opik wirawan lahir pada 22 agustus 1955 di kendari",
+    "tokens": [
+      "opik",
+      "wirawan",
+      "lahir",
+      "pada",
+      "22",
+      "agustus",
+      "1955",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa opik lahir ___",
+        "answer": "22 agustus 1955",
+        "id": "qa_631_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu pratiwi lahir pada 17 oktober 1975 di jakarta",
+    "tokens": [
+      "bayu",
+      "pratiwi",
+      "lahir",
+      "pada",
+      "17",
+      "oktober",
+      "1975",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jakarta ___",
+        "answer": "bayu pratiwi",
+        "id": "qa_632_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh saputri lahir pada 12 agustus 1942 di gianyar",
+    "tokens": [
+      "teguh",
+      "saputri",
+      "lahir",
+      "pada",
+      "12",
+      "agustus",
+      "1942",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana teguh lahir ___",
+        "answer": "gianyar",
+        "id": "qa_633_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi rani lahir pada 11 september 1951 di surabaya",
+    "tokens": [
+      "dewi",
+      "rani",
+      "lahir",
+      "pada",
+      "11",
+      "september",
+      "1951",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dewi lahir ___",
+        "answer": "11 september 1951",
+        "id": "qa_634_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya tania utama lahir pada 16 februari 1943 di ambon",
+    "tokens": [
+      "nadya",
+      "tania",
+      "utama",
+      "lahir",
+      "pada",
+      "16",
+      "februari",
+      "1943",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa nadya lahir ___",
+        "answer": "16 februari 1943",
+        "id": "qa_635_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi qori kurniawan lahir pada 12 september 1948 di jakarta",
+    "tokens": [
+      "pratiwi",
+      "qori",
+      "kurniawan",
+      "lahir",
+      "pada",
+      "12",
+      "september",
+      "1948",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa pratiwi lahir ___",
+        "answer": "12 september 1948",
+        "id": "qa_636_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina sari handayani lahir pada 27 maret 2001 di jember",
+    "tokens": [
+      "vina",
+      "sari",
+      "handayani",
+      "lahir",
+      "pada",
+      "27",
+      "maret",
+      "2001",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jember ___",
+        "answer": "vina sari handayani",
+        "id": "qa_637_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh lahir pada 24 september 1944 di blitar",
+    "tokens": [
+      "galuh",
+      "lahir",
+      "pada",
+      "24",
+      "september",
+      "1944",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di blitar ___",
+        "answer": "galuh",
+        "id": "qa_638_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra pratama lahir pada 1 desember 1971 di semarang",
+    "tokens": [
+      "hendra",
+      "pratama",
+      "lahir",
+      "pada",
+      "1",
+      "desember",
+      "1971",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di semarang ___",
+        "answer": "hendra pratama",
+        "id": "qa_639_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi lahir pada 22 januari 1945 di surabaya",
+    "tokens": [
+      "pratiwi",
+      "lahir",
+      "pada",
+      "22",
+      "januari",
+      "1945",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa pratiwi lahir ___",
+        "answer": "22 januari 1945",
+        "id": "qa_640_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal lahir pada 22 juli 1940 di palembang",
+    "tokens": [
+      "faisal",
+      "lahir",
+      "pada",
+      "22",
+      "juli",
+      "1940",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di palembang ___",
+        "answer": "faisal",
+        "id": "qa_641_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat lahir pada 9 juni 1987 di pontianak",
+    "tokens": [
+      "rahmat",
+      "lahir",
+      "pada",
+      "9",
+      "juni",
+      "1987",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan rahmat lahir ___",
+        "answer": "9 juni 1987",
+        "id": "qa_642_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan lahir pada 17 desember 1968 di samarinda",
+    "tokens": [
+      "wawan",
+      "lahir",
+      "pada",
+      "17",
+      "desember",
+      "1968",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa wawan lahir ___",
+        "answer": "17 desember 1968",
+        "id": "qa_643_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia galuh lahir pada 21 agustus 1985 di denpasar",
+    "tokens": [
+      "xenia",
+      "galuh",
+      "lahir",
+      "pada",
+      "21",
+      "agustus",
+      "1985",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa xenia lahir ___",
+        "answer": "21 agustus 1985",
+        "id": "qa_644_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa bayu lahir pada 3 desember 1977 di tasikmalaya",
+    "tokens": [
+      "zulfa",
+      "bayu",
+      "lahir",
+      "pada",
+      "3",
+      "desember",
+      "1977",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan zulfa lahir ___",
+        "answer": "3 desember 1977",
+        "id": "qa_645_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu fauziah lahir pada 28 april 1979 di sukabumi",
+    "tokens": [
+      "bayu",
+      "fauziah",
+      "lahir",
+      "pada",
+      "28",
+      "april",
+      "1979",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sukabumi ___",
+        "answer": "bayu fauziah",
+        "id": "qa_646_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef yosef widodo lahir pada 12 mei 1998 di jayapura",
+    "tokens": [
+      "yosef",
+      "yosef",
+      "widodo",
+      "lahir",
+      "pada",
+      "12",
+      "mei",
+      "1998",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa yosef lahir ___",
+        "answer": "12 mei 1998",
+        "id": "qa_647_q1"
+      }
+    ]
+  },
+  {
+    "context": "putri candra wijaya lahir pada 6 januari 1943 di kupang",
+    "tokens": [
+      "putri",
+      "candra",
+      "wijaya",
+      "lahir",
+      "pada",
+      "6",
+      "januari",
+      "1943",
+      "di",
+      "kupang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kupang ___",
+        "answer": "putri candra wijaya",
+        "id": "qa_648_q1"
+      }
+    ]
+  },
+  {
+    "context": "agus lahir pada 22 juli 1999 di ambon",
+    "tokens": ["agus", "lahir", "pada", "22", "juli", "1999", "di", "ambon"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di ambon ___",
+        "answer": "agus",
+        "id": "qa_649_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra ayuningtyas lahir pada 27 mei 1981 di cirebon",
+    "tokens": [
+      "candra",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "27",
+      "mei",
+      "1981",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cirebon ___",
+        "answer": "candra ayuningtyas",
+        "id": "qa_650_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa hermawan lahir pada 26 januari 1966 di denpasar",
+    "tokens": [
+      "zulfa",
+      "hermawan",
+      "lahir",
+      "pada",
+      "26",
+      "januari",
+      "1966",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di denpasar ___",
+        "answer": "zulfa hermawan",
+        "id": "qa_651_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain firmansyah lahir pada 10 februari 1973 di magelang",
+    "tokens": [
+      "zain",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "10",
+      "februari",
+      "1973",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan zain lahir ___",
+        "answer": "10 februari 1973",
+        "id": "qa_652_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila gina saputri lahir pada 3 maret 2006 di samarinda",
+    "tokens": [
+      "laila",
+      "gina",
+      "saputri",
+      "lahir",
+      "pada",
+      "3",
+      "maret",
+      "2006",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di samarinda ___",
+        "answer": "laila gina saputri",
+        "id": "qa_653_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain budi arto lahir pada 21 november 1980 di medan",
+    "tokens": [
+      "zain",
+      "budi",
+      "arto",
+      "lahir",
+      "pada",
+      "21",
+      "november",
+      "1980",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zain lahir ___",
+        "answer": "medan",
+        "id": "qa_654_q1"
+      }
+    ]
+  },
+  {
+    "context": "opik lahir pada 28 agustus 1944 di bekasi",
+    "tokens": [
+      "opik",
+      "lahir",
+      "pada",
+      "28",
+      "agustus",
+      "1944",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bekasi ___",
+        "answer": "opik",
+        "id": "qa_655_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina lahir pada 18 juli 2006 di serang",
+    "tokens": ["vina", "lahir", "pada", "18", "juli", "2006", "di", "serang"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana vina lahir ___",
+        "answer": "serang",
+        "id": "qa_656_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya dewi lahir pada 24 desember 1963 di semarang",
+    "tokens": [
+      "nadya",
+      "dewi",
+      "lahir",
+      "pada",
+      "24",
+      "desember",
+      "1963",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan nadya lahir ___",
+        "answer": "24 desember 1963",
+        "id": "qa_657_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya nadya rizki lahir pada 1 juli 1967 di salatiga",
+    "tokens": [
+      "surya",
+      "nadya",
+      "rizki",
+      "lahir",
+      "pada",
+      "1",
+      "juli",
+      "1967",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di salatiga ___",
+        "answer": "surya nadya rizki",
+        "id": "qa_658_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa santoso lahir pada 19 oktober 1975 di magelang",
+    "tokens": [
+      "zulfa",
+      "santoso",
+      "lahir",
+      "pada",
+      "19",
+      "oktober",
+      "1975",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di magelang ___",
+        "answer": "zulfa santoso",
+        "id": "qa_659_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat yuliana lahir pada 16 januari 1975 di denpasar",
+    "tokens": [
+      "rahmat",
+      "yuliana",
+      "lahir",
+      "pada",
+      "16",
+      "januari",
+      "1975",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rahmat lahir ___",
+        "answer": "16 januari 1975",
+        "id": "qa_660_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya dewi suryadi lahir pada 23 september 1965 di kediri",
+    "tokens": [
+      "nadya",
+      "dewi",
+      "suryadi",
+      "lahir",
+      "pada",
+      "23",
+      "september",
+      "1965",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nadya lahir ___",
+        "answer": "kediri",
+        "id": "qa_661_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori ramadhan lahir pada 25 maret 1956 di cirebon",
+    "tokens": [
+      "qori",
+      "ramadhan",
+      "lahir",
+      "pada",
+      "25",
+      "maret",
+      "1956",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana qori lahir ___",
+        "answer": "cirebon",
+        "id": "qa_662_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu saputra lahir pada 28 mei 1952 di pekanbaru",
+    "tokens": [
+      "bayu",
+      "saputra",
+      "lahir",
+      "pada",
+      "28",
+      "mei",
+      "1952",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan bayu lahir ___",
+        "answer": "28 mei 1952",
+        "id": "qa_663_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya luthfi fadhilah lahir pada 22 agustus 1995 di palembang",
+    "tokens": [
+      "nadya",
+      "luthfi",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "22",
+      "agustus",
+      "1995",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nadya lahir ___",
+        "answer": "palembang",
+        "id": "qa_664_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa luthfi lahir pada 26 april 2005 di sidoarjo",
+    "tokens": [
+      "khansa",
+      "luthfi",
+      "lahir",
+      "pada",
+      "26",
+      "april",
+      "2005",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sidoarjo ___",
+        "answer": "khansa luthfi",
+        "id": "qa_665_q1"
+      }
+    ]
+  },
+  {
+    "context": "putri laksono lahir pada 2 februari 1979 di gianyar",
+    "tokens": [
+      "putri",
+      "laksono",
+      "lahir",
+      "pada",
+      "2",
+      "februari",
+      "1979",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan putri lahir ___",
+        "answer": "2 februari 1979",
+        "id": "qa_666_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi widodo lahir pada 6 desember 1992 di tegal",
+    "tokens": [
+      "dewi",
+      "widodo",
+      "lahir",
+      "pada",
+      "6",
+      "desember",
+      "1992",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dewi lahir ___",
+        "answer": "6 desember 1992",
+        "id": "qa_667_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu mita firmansyah lahir pada 9 juni 1978 di cilegon",
+    "tokens": [
+      "bayu",
+      "mita",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "9",
+      "juni",
+      "1978",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa bayu lahir ___",
+        "answer": "9 juni 1978",
+        "id": "qa_668_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra nina lahir pada 18 november 1950 di manado",
+    "tokens": [
+      "hendra",
+      "nina",
+      "lahir",
+      "pada",
+      "18",
+      "november",
+      "1950",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hendra lahir ___",
+        "answer": "manado",
+        "id": "qa_669_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania pratama lahir pada 22 november 2008 di serang",
+    "tokens": [
+      "tania",
+      "pratama",
+      "lahir",
+      "pada",
+      "22",
+      "november",
+      "2008",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana tania lahir ___",
+        "answer": "serang",
+        "id": "qa_670_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin lahir pada 21 januari 1999 di jember",
+    "tokens": [
+      "udin",
+      "lahir",
+      "pada",
+      "21",
+      "januari",
+      "1999",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan udin lahir ___",
+        "answer": "21 januari 1999",
+        "id": "qa_671_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya permana lahir pada 2 desember 1998 di sukabumi",
+    "tokens": [
+      "surya",
+      "permana",
+      "lahir",
+      "pada",
+      "2",
+      "desember",
+      "1998",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana surya lahir ___",
+        "answer": "sukabumi",
+        "id": "qa_672_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina dian permana lahir pada 17 september 1943 di bogor",
+    "tokens": [
+      "gina",
+      "dian",
+      "permana",
+      "lahir",
+      "pada",
+      "17",
+      "september",
+      "1943",
+      "di",
+      "bogor"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan gina lahir ___",
+        "answer": "17 september 1943",
+        "id": "qa_673_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi rizki lahir pada 20 juli 1961 di kediri",
+    "tokens": [
+      "pratiwi",
+      "rizki",
+      "lahir",
+      "pada",
+      "20",
+      "juli",
+      "1961",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "pratiwi rizki",
+        "id": "qa_674_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani lahir pada 8 januari 1965 di pontianak",
+    "tokens": [
+      "rani",
+      "lahir",
+      "pada",
+      "8",
+      "januari",
+      "1965",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rani lahir ___",
+        "answer": "8 januari 1965",
+        "id": "qa_675_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia oki lahir pada 25 juli 1951 di cirebon",
+    "tokens": [
+      "xenia",
+      "oki",
+      "lahir",
+      "pada",
+      "25",
+      "juli",
+      "1951",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana xenia lahir ___",
+        "answer": "cirebon",
+        "id": "qa_676_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina umi lahir pada 9 april 1970 di jember",
+    "tokens": [
+      "gina",
+      "umi",
+      "lahir",
+      "pada",
+      "9",
+      "april",
+      "1970",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana gina lahir ___",
+        "answer": "jember",
+        "id": "qa_677_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila lahir pada 9 oktober 1958 di kupang",
+    "tokens": [
+      "laila",
+      "lahir",
+      "pada",
+      "9",
+      "oktober",
+      "1958",
+      "di",
+      "kupang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kupang ___",
+        "answer": "laila",
+        "id": "qa_678_q1"
+      }
+    ]
+  },
+  {
+    "context": "yana mario lahir pada 2 juli 1946 di probolinggo",
+    "tokens": [
+      "yana",
+      "mario",
+      "lahir",
+      "pada",
+      "2",
+      "juli",
+      "1946",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di probolinggo ___",
+        "answer": "yana mario",
+        "id": "qa_679_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat manurung lahir pada 1 februari 2003 di surabaya",
+    "tokens": [
+      "rahmat",
+      "manurung",
+      "lahir",
+      "pada",
+      "1",
+      "februari",
+      "2003",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di surabaya ___",
+        "answer": "rahmat manurung",
+        "id": "qa_680_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain lahir pada 23 juni 1970 di blitar",
+    "tokens": ["zain", "lahir", "pada", "23", "juni", "1970", "di", "blitar"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zain lahir ___",
+        "answer": "blitar",
+        "id": "qa_681_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi wahyudi lahir pada 25 januari 1991 di denpasar",
+    "tokens": [
+      "luthfi",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "25",
+      "januari",
+      "1991",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di denpasar ___",
+        "answer": "luthfi wahyudi",
+        "id": "qa_682_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina khansa martini lahir pada 25 maret 1966 di sidoarjo",
+    "tokens": [
+      "vina",
+      "khansa",
+      "martini",
+      "lahir",
+      "pada",
+      "25",
+      "maret",
+      "1966",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa vina lahir ___",
+        "answer": "25 maret 1966",
+        "id": "qa_683_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya lahir pada 27 november 1985 di mataram",
+    "tokens": [
+      "nadya",
+      "lahir",
+      "pada",
+      "27",
+      "november",
+      "1985",
+      "di",
+      "mataram"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di mataram ___",
+        "answer": "nadya",
+        "id": "qa_684_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef faisal lahir pada 10 november 2004 di jember",
+    "tokens": [
+      "yosef",
+      "faisal",
+      "lahir",
+      "pada",
+      "10",
+      "november",
+      "2004",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yosef lahir ___",
+        "answer": "jember",
+        "id": "qa_685_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa rosadi lahir pada 10 april 1989 di denpasar",
+    "tokens": [
+      "khansa",
+      "rosadi",
+      "lahir",
+      "pada",
+      "10",
+      "april",
+      "1989",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana khansa lahir ___",
+        "answer": "denpasar",
+        "id": "qa_686_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi purnama lahir pada 28 desember 1979 di jakarta",
+    "tokens": [
+      "budi",
+      "purnama",
+      "lahir",
+      "pada",
+      "28",
+      "desember",
+      "1979",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa budi lahir ___",
+        "answer": "28 desember 1979",
+        "id": "qa_687_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain ilham lahir pada 5 desember 1998 di jember",
+    "tokens": [
+      "zain",
+      "ilham",
+      "lahir",
+      "pada",
+      "5",
+      "desember",
+      "1998",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan zain lahir ___",
+        "answer": "5 desember 1998",
+        "id": "qa_688_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan adewi lahir pada 9 november 1987 di solo",
+    "tokens": [
+      "wawan",
+      "adewi",
+      "lahir",
+      "pada",
+      "9",
+      "november",
+      "1987",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana wawan lahir ___",
+        "answer": "solo",
+        "id": "qa_689_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi manurung lahir pada 26 juni 1992 di medan",
+    "tokens": [
+      "budi",
+      "manurung",
+      "lahir",
+      "pada",
+      "26",
+      "juni",
+      "1992",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa budi lahir ___",
+        "answer": "26 juni 1992",
+        "id": "qa_690_q1"
+      }
+    ]
+  },
+  {
+    "context": "putri pratama lahir pada 28 mei 1952 di sukabumi",
+    "tokens": [
+      "putri",
+      "pratama",
+      "lahir",
+      "pada",
+      "28",
+      "mei",
+      "1952",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan putri lahir ___",
+        "answer": "28 mei 1952",
+        "id": "qa_691_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra fauziah lahir pada 5 juni 1957 di makassar",
+    "tokens": [
+      "hendra",
+      "fauziah",
+      "lahir",
+      "pada",
+      "5",
+      "juni",
+      "1957",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hendra lahir ___",
+        "answer": "makassar",
+        "id": "qa_692_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra putri anggraini lahir pada 2 maret 1963 di medan",
+    "tokens": [
+      "citra",
+      "putri",
+      "anggraini",
+      "lahir",
+      "pada",
+      "2",
+      "maret",
+      "1963",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di medan ___",
+        "answer": "citra putri anggraini",
+        "id": "qa_693_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat gina ardiansyah lahir pada 11 desember 1940 di mataram",
+    "tokens": [
+      "rahmat",
+      "gina",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "11",
+      "desember",
+      "1940",
+      "di",
+      "mataram"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rahmat lahir ___",
+        "answer": "mataram",
+        "id": "qa_694_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi joko wibowo lahir pada 16 februari 1951 di gianyar",
+    "tokens": [
+      "dewi",
+      "joko",
+      "wibowo",
+      "lahir",
+      "pada",
+      "16",
+      "februari",
+      "1951",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dewi lahir ___",
+        "answer": "16 februari 1951",
+        "id": "qa_695_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat firmansyah lahir pada 5 agustus 1971 di magelang",
+    "tokens": [
+      "rahmat",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "5",
+      "agustus",
+      "1971",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rahmat lahir ___",
+        "answer": "magelang",
+        "id": "qa_696_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat hermawan lahir pada 12 januari 1981 di magelang",
+    "tokens": [
+      "rahmat",
+      "hermawan",
+      "lahir",
+      "pada",
+      "12",
+      "januari",
+      "1981",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rahmat lahir ___",
+        "answer": "magelang",
+        "id": "qa_697_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya wahyudi lahir pada 7 mei 1997 di makassar",
+    "tokens": [
+      "surya",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "7",
+      "mei",
+      "1997",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana surya lahir ___",
+        "answer": "makassar",
+        "id": "qa_698_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa ayuningtyas lahir pada 3 november 2002 di tasikmalaya",
+    "tokens": [
+      "zulfa",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "3",
+      "november",
+      "2002",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan zulfa lahir ___",
+        "answer": "3 november 2002",
+        "id": "qa_699_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia saputri lahir pada 19 agustus 2001 di jember",
+    "tokens": [
+      "xenia",
+      "saputri",
+      "lahir",
+      "pada",
+      "19",
+      "agustus",
+      "2001",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana xenia lahir ___",
+        "answer": "jember",
+        "id": "qa_700_q1"
+      }
+    ]
+  },
+  {
+    "context": "wahyu santoso lahir pada 1 juli 1995 di makassar",
+    "tokens": [
+      "wahyu",
+      "santoso",
+      "lahir",
+      "pada",
+      "1",
+      "juli",
+      "1995",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa wahyu lahir ___",
+        "answer": "1 juli 1995",
+        "id": "qa_701_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan lahir pada 7 januari 2010 di bogor",
+    "tokens": [
+      "farhan",
+      "lahir",
+      "pada",
+      "7",
+      "januari",
+      "2010",
+      "di",
+      "bogor"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana farhan lahir ___",
+        "answer": "bogor",
+        "id": "qa_702_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario maulana lahir pada 10 februari 1942 di sidoarjo",
+    "tokens": [
+      "mario",
+      "maulana",
+      "lahir",
+      "pada",
+      "10",
+      "februari",
+      "1942",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa mario lahir ___",
+        "answer": "10 februari 1942",
+        "id": "qa_703_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal lahir pada 15 april 1984 di tasikmalaya",
+    "tokens": [
+      "faisal",
+      "lahir",
+      "pada",
+      "15",
+      "april",
+      "1984",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tasikmalaya ___",
+        "answer": "faisal",
+        "id": "qa_704_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan utama lahir pada 22 oktober 1946 di bogor",
+    "tokens": [
+      "farhan",
+      "utama",
+      "lahir",
+      "pada",
+      "22",
+      "oktober",
+      "1946",
+      "di",
+      "bogor"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa farhan lahir ___",
+        "answer": "22 oktober 1946",
+        "id": "qa_705_q1"
+      }
+    ]
+  },
+  {
+    "context": "agus lahir pada 17 oktober 1972 di ambon",
+    "tokens": ["agus", "lahir", "pada", "17", "oktober", "1972", "di", "ambon"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa agus lahir ___",
+        "answer": "17 oktober 1972",
+        "id": "qa_706_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario bayu arto lahir pada 10 agustus 1943 di padang",
+    "tokens": [
+      "mario",
+      "bayu",
+      "arto",
+      "lahir",
+      "pada",
+      "10",
+      "agustus",
+      "1943",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa mario lahir ___",
+        "answer": "10 agustus 1943",
+        "id": "qa_707_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi citra anggraini lahir pada 3 desember 1996 di medan",
+    "tokens": [
+      "dewi",
+      "citra",
+      "anggraini",
+      "lahir",
+      "pada",
+      "3",
+      "desember",
+      "1996",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di medan ___",
+        "answer": "dewi citra anggraini",
+        "id": "qa_708_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania candra wibowo lahir pada 26 februari 2009 di sukabumi",
+    "tokens": [
+      "tania",
+      "candra",
+      "wibowo",
+      "lahir",
+      "pada",
+      "26",
+      "februari",
+      "2009",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan tania lahir ___",
+        "answer": "26 februari 2009",
+        "id": "qa_709_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita wibowo lahir pada 24 januari 2001 di kediri",
+    "tokens": [
+      "mita",
+      "wibowo",
+      "lahir",
+      "pada",
+      "24",
+      "januari",
+      "2001",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mita lahir ___",
+        "answer": "24 januari 2001",
+        "id": "qa_710_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya manurung lahir pada 1 maret 1983 di gianyar",
+    "tokens": [
+      "surya",
+      "manurung",
+      "lahir",
+      "pada",
+      "1",
+      "maret",
+      "1983",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan surya lahir ___",
+        "answer": "1 maret 1983",
+        "id": "qa_711_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra lahir pada 19 agustus 1945 di makassar",
+    "tokens": [
+      "citra",
+      "lahir",
+      "pada",
+      "19",
+      "agustus",
+      "1945",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa citra lahir ___",
+        "answer": "19 agustus 1945",
+        "id": "qa_712_q1"
+      }
+    ]
+  },
+  {
+    "context": "yana surya fadhilah lahir pada 28 oktober 2007 di yogyakarta",
+    "tokens": [
+      "yana",
+      "surya",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "28",
+      "oktober",
+      "2007",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa yana lahir ___",
+        "answer": "28 oktober 2007",
+        "id": "qa_713_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia adewi lahir pada 25 november 1953 di jayapura",
+    "tokens": [
+      "xenia",
+      "adewi",
+      "lahir",
+      "pada",
+      "25",
+      "november",
+      "1953",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa xenia lahir ___",
+        "answer": "25 november 1953",
+        "id": "qa_714_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef lahir pada 28 februari 1985 di jakarta",
+    "tokens": [
+      "yosef",
+      "lahir",
+      "pada",
+      "28",
+      "februari",
+      "1985",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yosef lahir ___",
+        "answer": "jakarta",
+        "id": "qa_715_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra lahir pada 8 juli 1994 di surabaya",
+    "tokens": [
+      "candra",
+      "lahir",
+      "pada",
+      "8",
+      "juli",
+      "1994",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan candra lahir ___",
+        "answer": "8 juli 1994",
+        "id": "qa_716_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina lahir pada 22 oktober 2009 di sukabumi",
+    "tokens": [
+      "gina",
+      "lahir",
+      "pada",
+      "22",
+      "oktober",
+      "2009",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana gina lahir ___",
+        "answer": "sukabumi",
+        "id": "qa_717_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi handayani lahir pada 26 juni 1984 di banjarmasin",
+    "tokens": [
+      "umi",
+      "handayani",
+      "lahir",
+      "pada",
+      "26",
+      "juni",
+      "1984",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa umi lahir ___",
+        "answer": "26 juni 1984",
+        "id": "qa_718_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki santoso lahir pada 1 februari 2000 di denpasar",
+    "tokens": [
+      "kiki",
+      "santoso",
+      "lahir",
+      "pada",
+      "1",
+      "februari",
+      "2000",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana kiki lahir ___",
+        "answer": "denpasar",
+        "id": "qa_719_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani pratama lahir pada 7 juni 1973 di purwokerto",
+    "tokens": [
+      "rani",
+      "pratama",
+      "lahir",
+      "pada",
+      "7",
+      "juni",
+      "1973",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di purwokerto ___",
+        "answer": "rani pratama",
+        "id": "qa_720_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari nugroho lahir pada 16 agustus 1980 di palembang",
+    "tokens": [
+      "hari",
+      "nugroho",
+      "lahir",
+      "pada",
+      "16",
+      "agustus",
+      "1980",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan hari lahir ___",
+        "answer": "16 agustus 1980",
+        "id": "qa_721_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita bayu rosadi lahir pada 27 februari 1963 di magelang",
+    "tokens": [
+      "mita",
+      "bayu",
+      "rosadi",
+      "lahir",
+      "pada",
+      "27",
+      "februari",
+      "1963",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mita lahir ___",
+        "answer": "27 februari 1963",
+        "id": "qa_722_q1"
+      }
+    ]
+  },
+  {
+    "context": "opik lahir pada 12 april 1986 di blitar",
+    "tokens": ["opik", "lahir", "pada", "12", "april", "1986", "di", "blitar"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa opik lahir ___",
+        "answer": "12 april 1986",
+        "id": "qa_723_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina hidayat lahir pada 7 juni 1979 di depok",
+    "tokens": [
+      "vina",
+      "hidayat",
+      "lahir",
+      "pada",
+      "7",
+      "juni",
+      "1979",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan vina lahir ___",
+        "answer": "7 juni 1979",
+        "id": "qa_724_q1"
+      }
+    ]
+  },
+  {
+    "context": "citra purnama lahir pada 12 maret 1968 di semarang",
+    "tokens": [
+      "citra",
+      "purnama",
+      "lahir",
+      "pada",
+      "12",
+      "maret",
+      "1968",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana citra lahir ___",
+        "answer": "semarang",
+        "id": "qa_725_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain manurung lahir pada 7 november 1962 di depok",
+    "tokens": [
+      "zain",
+      "manurung",
+      "lahir",
+      "pada",
+      "7",
+      "november",
+      "1962",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di depok ___",
+        "answer": "zain manurung",
+        "id": "qa_726_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila pratama lahir pada 4 juli 1966 di jember",
+    "tokens": [
+      "laila",
+      "pratama",
+      "lahir",
+      "pada",
+      "4",
+      "juli",
+      "1966",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jember ___",
+        "answer": "laila pratama",
+        "id": "qa_727_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi adewi lahir pada 6 juli 1973 di sidoarjo",
+    "tokens": [
+      "dewi",
+      "adewi",
+      "lahir",
+      "pada",
+      "6",
+      "juli",
+      "1973",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dewi lahir ___",
+        "answer": "6 juli 1973",
+        "id": "qa_728_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat dewi lahir pada 28 oktober 1941 di bekasi",
+    "tokens": [
+      "rahmat",
+      "dewi",
+      "lahir",
+      "pada",
+      "28",
+      "oktober",
+      "1941",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bekasi ___",
+        "answer": "rahmat dewi",
+        "id": "qa_729_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori siregar lahir pada 6 januari 1942 di bekasi",
+    "tokens": [
+      "qori",
+      "siregar",
+      "lahir",
+      "pada",
+      "6",
+      "januari",
+      "1942",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana qori lahir ___",
+        "answer": "bekasi",
+        "id": "qa_730_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa siregar lahir pada 21 januari 1990 di ambon",
+    "tokens": [
+      "zulfa",
+      "siregar",
+      "lahir",
+      "pada",
+      "21",
+      "januari",
+      "1990",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di ambon ___",
+        "answer": "zulfa siregar",
+        "id": "qa_731_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi sari lahir pada 8 juni 1991 di magelang",
+    "tokens": [
+      "umi",
+      "sari",
+      "lahir",
+      "pada",
+      "8",
+      "juni",
+      "1991",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di magelang ___",
+        "answer": "umi sari",
+        "id": "qa_732_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki febrianto lahir pada 18 agustus 1985 di mataram",
+    "tokens": [
+      "kiki",
+      "febrianto",
+      "lahir",
+      "pada",
+      "18",
+      "agustus",
+      "1985",
+      "di",
+      "mataram"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana kiki lahir ___",
+        "answer": "mataram",
+        "id": "qa_733_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi wawan indrawan lahir pada 24 september 1953 di cilegon",
+    "tokens": [
+      "budi",
+      "wawan",
+      "indrawan",
+      "lahir",
+      "pada",
+      "24",
+      "september",
+      "1953",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cilegon ___",
+        "answer": "budi wawan indrawan",
+        "id": "qa_734_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian rizki lahir pada 4 agustus 2003 di tegal",
+    "tokens": [
+      "dian",
+      "rizki",
+      "lahir",
+      "pada",
+      "4",
+      "agustus",
+      "2003",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tegal ___",
+        "answer": "dian rizki",
+        "id": "qa_735_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania lahir pada 26 november 1964 di solo",
+    "tokens": [
+      "tania",
+      "lahir",
+      "pada",
+      "26",
+      "november",
+      "1964",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa tania lahir ___",
+        "answer": "26 november 1964",
+        "id": "qa_736_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario fauziah lahir pada 12 mei 1947 di surabaya",
+    "tokens": [
+      "mario",
+      "fauziah",
+      "lahir",
+      "pada",
+      "12",
+      "mei",
+      "1947",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mario lahir ___",
+        "answer": "12 mei 1947",
+        "id": "qa_737_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila pratama lahir pada 11 april 1948 di padang",
+    "tokens": [
+      "laila",
+      "pratama",
+      "lahir",
+      "pada",
+      "11",
+      "april",
+      "1948",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana laila lahir ___",
+        "answer": "padang",
+        "id": "qa_738_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi lahir pada 12 april 1994 di medan",
+    "tokens": ["budi", "lahir", "pada", "12", "april", "1994", "di", "medan"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana budi lahir ___",
+        "answer": "medan",
+        "id": "qa_739_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat opik rizki lahir pada 19 april 1999 di pontianak",
+    "tokens": [
+      "rahmat",
+      "opik",
+      "rizki",
+      "lahir",
+      "pada",
+      "19",
+      "april",
+      "1999",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana rahmat lahir ___",
+        "answer": "pontianak",
+        "id": "qa_740_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra susanto lahir pada 11 november 1966 di banjarmasin",
+    "tokens": [
+      "candra",
+      "susanto",
+      "lahir",
+      "pada",
+      "11",
+      "november",
+      "1966",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di banjarmasin ___",
+        "answer": "candra susanto",
+        "id": "qa_741_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin ernita lahir pada 15 juli 1981 di samarinda",
+    "tokens": [
+      "udin",
+      "ernita",
+      "lahir",
+      "pada",
+      "15",
+      "juli",
+      "1981",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana udin lahir ___",
+        "answer": "samarinda",
+        "id": "qa_742_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina maulana lahir pada 3 mei 1964 di makassar",
+    "tokens": [
+      "nina",
+      "maulana",
+      "lahir",
+      "pada",
+      "3",
+      "mei",
+      "1964",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di makassar ___",
+        "answer": "nina maulana",
+        "id": "qa_743_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal hari santoso lahir pada 5 maret 1987 di sidoarjo",
+    "tokens": [
+      "faisal",
+      "hari",
+      "santoso",
+      "lahir",
+      "pada",
+      "5",
+      "maret",
+      "1987",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan faisal lahir ___",
+        "answer": "5 maret 1987",
+        "id": "qa_744_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario lahir pada 13 februari 1959 di kendari",
+    "tokens": [
+      "mario",
+      "lahir",
+      "pada",
+      "13",
+      "februari",
+      "1959",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa mario lahir ___",
+        "answer": "13 februari 1959",
+        "id": "qa_745_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya firmansyah lahir pada 22 februari 2009 di tasikmalaya",
+    "tokens": [
+      "aditya",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "22",
+      "februari",
+      "2009",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di tasikmalaya ___",
+        "answer": "aditya firmansyah",
+        "id": "qa_746_q1"
+      }
+    ]
+  },
+  {
+    "context": "zain putra lahir pada 11 januari 1987 di padang",
+    "tokens": [
+      "zain",
+      "putra",
+      "lahir",
+      "pada",
+      "11",
+      "januari",
+      "1987",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di padang ___",
+        "answer": "zain putra",
+        "id": "qa_747_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki setiawan lahir pada 6 maret 1946 di malang",
+    "tokens": [
+      "oki",
+      "setiawan",
+      "lahir",
+      "pada",
+      "6",
+      "maret",
+      "1946",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa oki lahir ___",
+        "answer": "6 maret 1946",
+        "id": "qa_748_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi manurung lahir pada 11 agustus 1989 di kendari",
+    "tokens": [
+      "budi",
+      "manurung",
+      "lahir",
+      "pada",
+      "11",
+      "agustus",
+      "1989",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana budi lahir ___",
+        "answer": "kendari",
+        "id": "qa_749_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila siregar lahir pada 13 juni 1975 di blitar",
+    "tokens": [
+      "laila",
+      "siregar",
+      "lahir",
+      "pada",
+      "13",
+      "juni",
+      "1975",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di blitar ___",
+        "answer": "laila siregar",
+        "id": "qa_750_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan udin setiawan lahir pada 7 maret 1992 di palembang",
+    "tokens": [
+      "farhan",
+      "udin",
+      "setiawan",
+      "lahir",
+      "pada",
+      "7",
+      "maret",
+      "1992",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa farhan lahir ___",
+        "answer": "7 maret 1992",
+        "id": "qa_751_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori sukma lahir pada 13 mei 1960 di probolinggo",
+    "tokens": [
+      "qori",
+      "sukma",
+      "lahir",
+      "pada",
+      "13",
+      "mei",
+      "1960",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa qori lahir ___",
+        "answer": "13 mei 1960",
+        "id": "qa_752_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila permana lahir pada 6 mei 1954 di palembang",
+    "tokens": [
+      "laila",
+      "permana",
+      "lahir",
+      "pada",
+      "6",
+      "mei",
+      "1954",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa laila lahir ___",
+        "answer": "6 mei 1954",
+        "id": "qa_753_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan farhan indrawan lahir pada 15 februari 1942 di tasikmalaya",
+    "tokens": [
+      "wawan",
+      "farhan",
+      "indrawan",
+      "lahir",
+      "pada",
+      "15",
+      "februari",
+      "1942",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan wawan lahir ___",
+        "answer": "15 februari 1942",
+        "id": "qa_754_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa lahir pada 18 mei 2007 di kupang",
+    "tokens": ["zulfa", "lahir", "pada", "18", "mei", "2007", "di", "kupang"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa zulfa lahir ___",
+        "answer": "18 mei 2007",
+        "id": "qa_755_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita oki martini lahir pada 15 april 1992 di manado",
+    "tokens": [
+      "mita",
+      "oki",
+      "martini",
+      "lahir",
+      "pada",
+      "15",
+      "april",
+      "1992",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di manado ___",
+        "answer": "mita oki martini",
+        "id": "qa_756_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki candra lahir pada 12 mei 2006 di kendari",
+    "tokens": [
+      "oki",
+      "candra",
+      "lahir",
+      "pada",
+      "12",
+      "mei",
+      "2006",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan oki lahir ___",
+        "answer": "12 mei 2006",
+        "id": "qa_757_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi laksono lahir pada 14 desember 1979 di sukabumi",
+    "tokens": [
+      "dewi",
+      "laksono",
+      "lahir",
+      "pada",
+      "14",
+      "desember",
+      "1979",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sukabumi ___",
+        "answer": "dewi laksono",
+        "id": "qa_758_q1"
+      }
+    ]
+  },
+  {
+    "context": "joni wahyu lahir pada 11 juli 1983 di jayapura",
+    "tokens": [
+      "joni",
+      "wahyu",
+      "lahir",
+      "pada",
+      "11",
+      "juli",
+      "1983",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jayapura ___",
+        "answer": "joni wahyu",
+        "id": "qa_759_q1"
+      }
+    ]
+  },
+  {
+    "context": "wahyu manurung lahir pada 18 februari 2010 di cirebon",
+    "tokens": [
+      "wahyu",
+      "manurung",
+      "lahir",
+      "pada",
+      "18",
+      "februari",
+      "2010",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana wahyu lahir ___",
+        "answer": "cirebon",
+        "id": "qa_760_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko kurniawan lahir pada 19 april 1987 di gianyar",
+    "tokens": [
+      "joko",
+      "kurniawan",
+      "lahir",
+      "pada",
+      "19",
+      "april",
+      "1987",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joko lahir ___",
+        "answer": "19 april 1987",
+        "id": "qa_761_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita pambudi lahir pada 18 juli 1974 di probolinggo",
+    "tokens": [
+      "mita",
+      "pambudi",
+      "lahir",
+      "pada",
+      "18",
+      "juli",
+      "1974",
+      "di",
+      "probolinggo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mita lahir ___",
+        "answer": "18 juli 1974",
+        "id": "qa_762_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina budi lahir pada 15 oktober 1957 di bekasi",
+    "tokens": [
+      "nina",
+      "budi",
+      "lahir",
+      "pada",
+      "15",
+      "oktober",
+      "1957",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan nina lahir ___",
+        "answer": "15 oktober 1957",
+        "id": "qa_763_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin fadhilah lahir pada 14 agustus 1977 di serang",
+    "tokens": [
+      "udin",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "14",
+      "agustus",
+      "1977",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana udin lahir ___",
+        "answer": "serang",
+        "id": "qa_764_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef ardiansyah lahir pada 27 agustus 1961 di bandung",
+    "tokens": [
+      "yosef",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "27",
+      "agustus",
+      "1961",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bandung ___",
+        "answer": "yosef ardiansyah",
+        "id": "qa_765_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia lahir pada 5 maret 1960 di blitar",
+    "tokens": ["xenia", "lahir", "pada", "5", "maret", "1960", "di", "blitar"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa xenia lahir ___",
+        "answer": "5 maret 1960",
+        "id": "qa_766_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh sukma lahir pada 13 agustus 1990 di palembang",
+    "tokens": [
+      "galuh",
+      "sukma",
+      "lahir",
+      "pada",
+      "13",
+      "agustus",
+      "1990",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana galuh lahir ___",
+        "answer": "palembang",
+        "id": "qa_767_q1"
+      }
+    ]
+  },
+  {
+    "context": "intan sari anggraini lahir pada 16 januari 1965 di makassar",
+    "tokens": [
+      "intan",
+      "sari",
+      "anggraini",
+      "lahir",
+      "pada",
+      "16",
+      "januari",
+      "1965",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana intan lahir ___",
+        "answer": "makassar",
+        "id": "qa_768_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki lahir pada 21 januari 1953 di mataram",
+    "tokens": [
+      "kiki",
+      "lahir",
+      "pada",
+      "21",
+      "januari",
+      "1953",
+      "di",
+      "mataram"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa kiki lahir ___",
+        "answer": "21 januari 1953",
+        "id": "qa_769_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra lahir pada 15 juni 1985 di kendari",
+    "tokens": [
+      "hendra",
+      "lahir",
+      "pada",
+      "15",
+      "juni",
+      "1985",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa hendra lahir ___",
+        "answer": "15 juni 1985",
+        "id": "qa_770_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh khansa utama lahir pada 15 juli 1960 di bekasi",
+    "tokens": [
+      "teguh",
+      "khansa",
+      "utama",
+      "lahir",
+      "pada",
+      "15",
+      "juli",
+      "1960",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan teguh lahir ___",
+        "answer": "15 juli 1960",
+        "id": "qa_771_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania wibowo lahir pada 18 juli 1943 di gianyar",
+    "tokens": [
+      "tania",
+      "wibowo",
+      "lahir",
+      "pada",
+      "18",
+      "juli",
+      "1943",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan tania lahir ___",
+        "answer": "18 juli 1943",
+        "id": "qa_772_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori kurniawan lahir pada 22 agustus 1997 di magelang",
+    "tokens": [
+      "qori",
+      "kurniawan",
+      "lahir",
+      "pada",
+      "22",
+      "agustus",
+      "1997",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa qori lahir ___",
+        "answer": "22 agustus 1997",
+        "id": "qa_773_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal purnama lahir pada 10 mei 1962 di pontianak",
+    "tokens": [
+      "faisal",
+      "purnama",
+      "lahir",
+      "pada",
+      "10",
+      "mei",
+      "1962",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pontianak ___",
+        "answer": "faisal purnama",
+        "id": "qa_774_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki wahyudi lahir pada 15 juli 1946 di padang",
+    "tokens": [
+      "oki",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "15",
+      "juli",
+      "1946",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan oki lahir ___",
+        "answer": "15 juli 1946",
+        "id": "qa_775_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki lahir pada 12 januari 1945 di jayapura",
+    "tokens": [
+      "kiki",
+      "lahir",
+      "pada",
+      "12",
+      "januari",
+      "1945",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jayapura ___",
+        "answer": "kiki",
+        "id": "qa_776_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina rani lahir pada 12 april 1962 di palembang",
+    "tokens": [
+      "vina",
+      "rani",
+      "lahir",
+      "pada",
+      "12",
+      "april",
+      "1962",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana vina lahir ___",
+        "answer": "palembang",
+        "id": "qa_777_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori lahir pada 5 mei 2008 di pekanbaru",
+    "tokens": ["qori", "lahir", "pada", "5", "mei", "2008", "di", "pekanbaru"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pekanbaru ___",
+        "answer": "qori",
+        "id": "qa_778_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari ardiansyah lahir pada 26 januari 1950 di kediri",
+    "tokens": [
+      "hari",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "26",
+      "januari",
+      "1950",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "hari ardiansyah",
+        "id": "qa_779_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi bayu widodo lahir pada 18 desember 1991 di samarinda",
+    "tokens": [
+      "luthfi",
+      "bayu",
+      "widodo",
+      "lahir",
+      "pada",
+      "18",
+      "desember",
+      "1991",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan luthfi lahir ___",
+        "answer": "18 desember 1991",
+        "id": "qa_780_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh lahir pada 9 juni 2007 di tasikmalaya",
+    "tokens": [
+      "galuh",
+      "lahir",
+      "pada",
+      "9",
+      "juni",
+      "2007",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa galuh lahir ___",
+        "answer": "9 juni 2007",
+        "id": "qa_781_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin lahir pada 6 september 1971 di jakarta",
+    "tokens": [
+      "udin",
+      "lahir",
+      "pada",
+      "6",
+      "september",
+      "1971",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jakarta ___",
+        "answer": "udin",
+        "id": "qa_782_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario rachman lahir pada 24 desember 1954 di surabaya",
+    "tokens": [
+      "mario",
+      "rachman",
+      "lahir",
+      "pada",
+      "24",
+      "desember",
+      "1954",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa mario lahir ___",
+        "answer": "24 desember 1954",
+        "id": "qa_783_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi lahir pada 4 september 1976 di makassar",
+    "tokens": [
+      "umi",
+      "lahir",
+      "pada",
+      "4",
+      "september",
+      "1976",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di makassar ___",
+        "answer": "umi",
+        "id": "qa_784_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko tania lahir pada 11 februari 1964 di sidoarjo",
+    "tokens": [
+      "joko",
+      "tania",
+      "lahir",
+      "pada",
+      "11",
+      "februari",
+      "1964",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joko lahir ___",
+        "answer": "11 februari 1964",
+        "id": "qa_785_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh kurniawan lahir pada 6 maret 2006 di sukabumi",
+    "tokens": [
+      "galuh",
+      "kurniawan",
+      "lahir",
+      "pada",
+      "6",
+      "maret",
+      "2006",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sukabumi ___",
+        "answer": "galuh kurniawan",
+        "id": "qa_786_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari anggraini lahir pada 27 maret 1950 di bandung",
+    "tokens": [
+      "hari",
+      "anggraini",
+      "lahir",
+      "pada",
+      "27",
+      "maret",
+      "1950",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hari lahir ___",
+        "answer": "bandung",
+        "id": "qa_787_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya tania lahir pada 22 oktober 1981 di surabaya",
+    "tokens": [
+      "aditya",
+      "tania",
+      "lahir",
+      "pada",
+      "22",
+      "oktober",
+      "1981",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di surabaya ___",
+        "answer": "aditya tania",
+        "id": "qa_788_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia lahir pada 23 september 1988 di cirebon",
+    "tokens": [
+      "xenia",
+      "lahir",
+      "pada",
+      "23",
+      "september",
+      "1988",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan xenia lahir ___",
+        "answer": "23 september 1988",
+        "id": "qa_789_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan lahir pada 11 maret 1954 di cilegon",
+    "tokens": [
+      "farhan",
+      "lahir",
+      "pada",
+      "11",
+      "maret",
+      "1954",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa farhan lahir ___",
+        "answer": "11 maret 1954",
+        "id": "qa_790_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita siregar lahir pada 19 juli 1983 di purwokerto",
+    "tokens": [
+      "mita",
+      "siregar",
+      "lahir",
+      "pada",
+      "19",
+      "juli",
+      "1983",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana mita lahir ___",
+        "answer": "purwokerto",
+        "id": "qa_791_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh permana lahir pada 13 januari 1984 di sidoarjo",
+    "tokens": [
+      "galuh",
+      "permana",
+      "lahir",
+      "pada",
+      "13",
+      "januari",
+      "1984",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa galuh lahir ___",
+        "answer": "13 januari 1984",
+        "id": "qa_792_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari widodo lahir pada 22 februari 1948 di cirebon",
+    "tokens": [
+      "sari",
+      "widodo",
+      "lahir",
+      "pada",
+      "22",
+      "februari",
+      "1948",
+      "di",
+      "cirebon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa sari lahir ___",
+        "answer": "22 februari 1948",
+        "id": "qa_793_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina adewi lahir pada 6 april 1944 di solo",
+    "tokens": [
+      "vina",
+      "adewi",
+      "lahir",
+      "pada",
+      "6",
+      "april",
+      "1944",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di solo ___",
+        "answer": "vina adewi",
+        "id": "qa_794_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita lahir pada 28 februari 1967 di serang",
+    "tokens": [
+      "mita",
+      "lahir",
+      "pada",
+      "28",
+      "februari",
+      "1967",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di serang ___",
+        "answer": "mita",
+        "id": "qa_795_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya joko nugroho lahir pada 24 februari 2010 di solo",
+    "tokens": [
+      "aditya",
+      "joko",
+      "nugroho",
+      "lahir",
+      "pada",
+      "24",
+      "februari",
+      "2010",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa aditya lahir ___",
+        "answer": "24 februari 2010",
+        "id": "qa_796_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita fadhilah lahir pada 16 mei 2002 di bekasi",
+    "tokens": [
+      "mita",
+      "fadhilah",
+      "lahir",
+      "pada",
+      "16",
+      "mei",
+      "2002",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana mita lahir ___",
+        "answer": "bekasi",
+        "id": "qa_797_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko zulfa rachman lahir pada 18 maret 1970 di mataram",
+    "tokens": [
+      "joko",
+      "zulfa",
+      "rachman",
+      "lahir",
+      "pada",
+      "18",
+      "maret",
+      "1970",
+      "di",
+      "mataram"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana joko lahir ___",
+        "answer": "mataram",
+        "id": "qa_798_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu citra nugroho lahir pada 3 maret 1964 di blitar",
+    "tokens": [
+      "bayu",
+      "citra",
+      "nugroho",
+      "lahir",
+      "pada",
+      "3",
+      "maret",
+      "1964",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana bayu lahir ___",
+        "answer": "blitar",
+        "id": "qa_799_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef lahir pada 25 maret 1983 di manado",
+    "tokens": ["yosef", "lahir", "pada", "25", "maret", "1983", "di", "manado"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yosef lahir ___",
+        "answer": "manado",
+        "id": "qa_800_q1"
+      }
+    ]
+  },
+  {
+    "context": "mario lahir pada 27 juni 1974 di palembang",
+    "tokens": [
+      "mario",
+      "lahir",
+      "pada",
+      "27",
+      "juni",
+      "1974",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana mario lahir ___",
+        "answer": "palembang",
+        "id": "qa_801_q1"
+      }
+    ]
+  },
+  {
+    "context": "vivin wahyu arto lahir pada 25 agustus 1992 di blitar",
+    "tokens": [
+      "vivin",
+      "wahyu",
+      "arto",
+      "lahir",
+      "pada",
+      "25",
+      "agustus",
+      "1992",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan vivin lahir ___",
+        "answer": "25 agustus 1992",
+        "id": "qa_802_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian hidayat lahir pada 27 maret 1957 di surabaya",
+    "tokens": [
+      "dian",
+      "hidayat",
+      "lahir",
+      "pada",
+      "27",
+      "maret",
+      "1957",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di surabaya ___",
+        "answer": "dian hidayat",
+        "id": "qa_803_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi rizki lahir pada 26 agustus 2010 di purwokerto",
+    "tokens": [
+      "dewi",
+      "rizki",
+      "lahir",
+      "pada",
+      "26",
+      "agustus",
+      "2010",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di purwokerto ___",
+        "answer": "dewi rizki",
+        "id": "qa_804_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita utama lahir pada 28 juni 1991 di pekanbaru",
+    "tokens": [
+      "ernita",
+      "utama",
+      "lahir",
+      "pada",
+      "28",
+      "juni",
+      "1991",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di pekanbaru ___",
+        "answer": "ernita utama",
+        "id": "qa_805_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi faisal firmansyah lahir pada 14 april 1981 di magelang",
+    "tokens": [
+      "pratiwi",
+      "faisal",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "14",
+      "april",
+      "1981",
+      "di",
+      "magelang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di magelang ___",
+        "answer": "pratiwi faisal firmansyah",
+        "id": "qa_806_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia wibowo lahir pada 3 juni 2001 di kediri",
+    "tokens": [
+      "xenia",
+      "wibowo",
+      "lahir",
+      "pada",
+      "3",
+      "juni",
+      "2001",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "xenia wibowo",
+        "id": "qa_807_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani maulana lahir pada 23 april 1952 di jember",
+    "tokens": [
+      "rani",
+      "maulana",
+      "lahir",
+      "pada",
+      "23",
+      "april",
+      "1952",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa rani lahir ___",
+        "answer": "23 april 1952",
+        "id": "qa_808_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari sari susanto lahir pada 15 mei 1984 di kediri",
+    "tokens": [
+      "hari",
+      "sari",
+      "susanto",
+      "lahir",
+      "pada",
+      "15",
+      "mei",
+      "1984",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hari lahir ___",
+        "answer": "kediri",
+        "id": "qa_809_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya puspitasari lahir pada 8 september 1995 di semarang",
+    "tokens": [
+      "surya",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "8",
+      "september",
+      "1995",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di semarang ___",
+        "answer": "surya puspitasari",
+        "id": "qa_810_q1"
+      }
+    ]
+  },
+  {
+    "context": "wahyu permana lahir pada 16 november 1988 di bandung",
+    "tokens": [
+      "wahyu",
+      "permana",
+      "lahir",
+      "pada",
+      "16",
+      "november",
+      "1988",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bandung ___",
+        "answer": "wahyu permana",
+        "id": "qa_811_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina ayuningtyas lahir pada 17 juli 1962 di pekanbaru",
+    "tokens": [
+      "vina",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "17",
+      "juli",
+      "1962",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan vina lahir ___",
+        "answer": "17 juli 1962",
+        "id": "qa_812_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh mita widodo lahir pada 25 februari 1979 di pontianak",
+    "tokens": [
+      "teguh",
+      "mita",
+      "widodo",
+      "lahir",
+      "pada",
+      "25",
+      "februari",
+      "1979",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan teguh lahir ___",
+        "answer": "25 februari 1979",
+        "id": "qa_813_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila putri purnama lahir pada 27 april 1986 di medan",
+    "tokens": [
+      "laila",
+      "putri",
+      "purnama",
+      "lahir",
+      "pada",
+      "27",
+      "april",
+      "1986",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana laila lahir ___",
+        "answer": "medan",
+        "id": "qa_814_q1"
+      }
+    ]
+  },
+  {
+    "context": "farhan rosadi lahir pada 14 januari 2001 di palembang",
+    "tokens": [
+      "farhan",
+      "rosadi",
+      "lahir",
+      "pada",
+      "14",
+      "januari",
+      "2001",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan farhan lahir ___",
+        "answer": "14 januari 2001",
+        "id": "qa_815_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia zain nugroho lahir pada 15 juni 2006 di pekanbaru",
+    "tokens": [
+      "xenia",
+      "zain",
+      "nugroho",
+      "lahir",
+      "pada",
+      "15",
+      "juni",
+      "2006",
+      "di",
+      "pekanbaru"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana xenia lahir ___",
+        "answer": "pekanbaru",
+        "id": "qa_816_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko susanto lahir pada 20 maret 1941 di purwokerto",
+    "tokens": [
+      "joko",
+      "susanto",
+      "lahir",
+      "pada",
+      "20",
+      "maret",
+      "1941",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joko lahir ___",
+        "answer": "20 maret 1941",
+        "id": "qa_817_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh galuh prabowo lahir pada 26 januari 2004 di pontianak",
+    "tokens": [
+      "teguh",
+      "galuh",
+      "prabowo",
+      "lahir",
+      "pada",
+      "26",
+      "januari",
+      "2004",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan teguh lahir ___",
+        "answer": "26 januari 2004",
+        "id": "qa_818_q1"
+      }
+    ]
+  },
+  {
+    "context": "wahyu lahir pada 19 september 1984 di yogyakarta",
+    "tokens": [
+      "wahyu",
+      "lahir",
+      "pada",
+      "19",
+      "september",
+      "1984",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan wahyu lahir ___",
+        "answer": "19 september 1984",
+        "id": "qa_819_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina fauziah lahir pada 13 mei 1961 di kendari",
+    "tokens": [
+      "nina",
+      "fauziah",
+      "lahir",
+      "pada",
+      "13",
+      "mei",
+      "1961",
+      "di",
+      "kendari"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nina lahir ___",
+        "answer": "kendari",
+        "id": "qa_820_q1"
+      }
+    ]
+  },
+  {
+    "context": "joni rizki lahir pada 1 februari 1940 di makassar",
+    "tokens": [
+      "joni",
+      "rizki",
+      "lahir",
+      "pada",
+      "1",
+      "februari",
+      "1940",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joni lahir ___",
+        "answer": "1 februari 1940",
+        "id": "qa_821_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa lahir pada 1 november 1997 di cilegon",
+    "tokens": [
+      "khansa",
+      "lahir",
+      "pada",
+      "1",
+      "november",
+      "1997",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa khansa lahir ___",
+        "answer": "1 november 1997",
+        "id": "qa_822_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan purnama lahir pada 15 maret 2001 di bekasi",
+    "tokens": [
+      "wawan",
+      "purnama",
+      "lahir",
+      "pada",
+      "15",
+      "maret",
+      "2001",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana wawan lahir ___",
+        "answer": "bekasi",
+        "id": "qa_823_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi laksono lahir pada 1 februari 2006 di sukabumi",
+    "tokens": [
+      "dewi",
+      "laksono",
+      "lahir",
+      "pada",
+      "1",
+      "februari",
+      "2006",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana dewi lahir ___",
+        "answer": "sukabumi",
+        "id": "qa_824_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila susanto lahir pada 5 september 1969 di solo",
+    "tokens": [
+      "laila",
+      "susanto",
+      "lahir",
+      "pada",
+      "5",
+      "september",
+      "1969",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di solo ___",
+        "answer": "laila susanto",
+        "id": "qa_825_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh yana ayuningtyas lahir pada 20 mei 1996 di tegal",
+    "tokens": [
+      "galuh",
+      "yana",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "20",
+      "mei",
+      "1996",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana galuh lahir ___",
+        "answer": "tegal",
+        "id": "qa_826_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita luthfi sukma lahir pada 13 juni 1991 di banjarmasin",
+    "tokens": [
+      "ernita",
+      "luthfi",
+      "sukma",
+      "lahir",
+      "pada",
+      "13",
+      "juni",
+      "1991",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa ernita lahir ___",
+        "answer": "13 juni 1991",
+        "id": "qa_827_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra anggraini lahir pada 16 april 1966 di ambon",
+    "tokens": [
+      "candra",
+      "anggraini",
+      "lahir",
+      "pada",
+      "16",
+      "april",
+      "1966",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana candra lahir ___",
+        "answer": "ambon",
+        "id": "qa_828_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi lahir pada 2 juni 2009 di banjarmasin",
+    "tokens": [
+      "dewi",
+      "lahir",
+      "pada",
+      "2",
+      "juni",
+      "2009",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana dewi lahir ___",
+        "answer": "banjarmasin",
+        "id": "qa_829_q1"
+      }
+    ]
+  },
+  {
+    "context": "yana yosef prasetyo lahir pada 2 mei 1980 di kupang",
+    "tokens": [
+      "yana",
+      "yosef",
+      "prasetyo",
+      "lahir",
+      "pada",
+      "2",
+      "mei",
+      "1980",
+      "di",
+      "kupang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yana lahir ___",
+        "answer": "kupang",
+        "id": "qa_830_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan ilham purnama lahir pada 24 desember 1942 di banjarmasin",
+    "tokens": [
+      "wawan",
+      "ilham",
+      "purnama",
+      "lahir",
+      "pada",
+      "24",
+      "desember",
+      "1942",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa wawan lahir ___",
+        "answer": "24 desember 1942",
+        "id": "qa_831_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina hendra lahir pada 11 april 2006 di cilegon",
+    "tokens": [
+      "gina",
+      "hendra",
+      "lahir",
+      "pada",
+      "11",
+      "april",
+      "2006",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cilegon ___",
+        "answer": "gina hendra",
+        "id": "qa_832_q1"
+      }
+    ]
+  },
+  {
+    "context": "vina eka pratama lahir pada 22 november 2010 di palembang",
+    "tokens": [
+      "vina",
+      "eka",
+      "pratama",
+      "lahir",
+      "pada",
+      "22",
+      "november",
+      "2010",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana vina lahir ___",
+        "answer": "palembang",
+        "id": "qa_833_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina maulana lahir pada 8 november 1945 di depok",
+    "tokens": [
+      "nina",
+      "maulana",
+      "lahir",
+      "pada",
+      "8",
+      "november",
+      "1945",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di depok ___",
+        "answer": "nina maulana",
+        "id": "qa_834_q1"
+      }
+    ]
+  },
+  {
+    "context": "joni eka lahir pada 9 juli 1969 di semarang",
+    "tokens": [
+      "joni",
+      "eka",
+      "lahir",
+      "pada",
+      "9",
+      "juli",
+      "1969",
+      "di",
+      "semarang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa joni lahir ___",
+        "answer": "9 juli 1969",
+        "id": "qa_835_q1"
+      }
+    ]
+  },
+  {
+    "context": "sari udin saputra lahir pada 16 november 1955 di blitar",
+    "tokens": [
+      "sari",
+      "udin",
+      "saputra",
+      "lahir",
+      "pada",
+      "16",
+      "november",
+      "1955",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan sari lahir ___",
+        "answer": "16 november 1955",
+        "id": "qa_836_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari santoso lahir pada 2 april 2002 di serang",
+    "tokens": [
+      "hari",
+      "santoso",
+      "lahir",
+      "pada",
+      "2",
+      "april",
+      "2002",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa hari lahir ___",
+        "answer": "2 april 2002",
+        "id": "qa_837_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian purnama lahir pada 23 september 1966 di yogyakarta",
+    "tokens": [
+      "dian",
+      "purnama",
+      "lahir",
+      "pada",
+      "23",
+      "september",
+      "1966",
+      "di",
+      "yogyakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dian lahir ___",
+        "answer": "23 september 1966",
+        "id": "qa_838_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa qori putra lahir pada 2 desember 1948 di serang",
+    "tokens": [
+      "zulfa",
+      "qori",
+      "putra",
+      "lahir",
+      "pada",
+      "2",
+      "desember",
+      "1948",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana zulfa lahir ___",
+        "answer": "serang",
+        "id": "qa_839_q1"
+      }
+    ]
+  },
+  {
+    "context": "xenia lahir pada 13 maret 1986 di salatiga",
+    "tokens": [
+      "xenia",
+      "lahir",
+      "pada",
+      "13",
+      "maret",
+      "1986",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan xenia lahir ___",
+        "answer": "13 maret 1986",
+        "id": "qa_840_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi fauziah lahir pada 16 januari 1942 di cilegon",
+    "tokens": [
+      "dewi",
+      "fauziah",
+      "lahir",
+      "pada",
+      "16",
+      "januari",
+      "1942",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di cilegon ___",
+        "answer": "dewi fauziah",
+        "id": "qa_841_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal putra lahir pada 13 november 1978 di ambon",
+    "tokens": [
+      "faisal",
+      "putra",
+      "lahir",
+      "pada",
+      "13",
+      "november",
+      "1978",
+      "di",
+      "ambon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa faisal lahir ___",
+        "answer": "13 november 1978",
+        "id": "qa_842_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi adewi lahir pada 28 juni 2007 di manado",
+    "tokens": [
+      "luthfi",
+      "adewi",
+      "lahir",
+      "pada",
+      "28",
+      "juni",
+      "2007",
+      "di",
+      "manado"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana luthfi lahir ___",
+        "answer": "manado",
+        "id": "qa_843_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu wirawan lahir pada 26 mei 1996 di denpasar",
+    "tokens": [
+      "bayu",
+      "wirawan",
+      "lahir",
+      "pada",
+      "26",
+      "mei",
+      "1996",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana bayu lahir ___",
+        "answer": "denpasar",
+        "id": "qa_844_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita lahir pada 10 maret 1997 di bogor",
+    "tokens": ["ernita", "lahir", "pada", "10", "maret", "1997", "di", "bogor"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa ernita lahir ___",
+        "answer": "10 maret 1997",
+        "id": "qa_845_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi setiawan lahir pada 9 januari 1947 di surabaya",
+    "tokens": [
+      "dewi",
+      "setiawan",
+      "lahir",
+      "pada",
+      "9",
+      "januari",
+      "1947",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana dewi lahir ___",
+        "answer": "surabaya",
+        "id": "qa_846_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi indrawan lahir pada 12 januari 2007 di denpasar",
+    "tokens": [
+      "budi",
+      "indrawan",
+      "lahir",
+      "pada",
+      "12",
+      "januari",
+      "2007",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di denpasar ___",
+        "answer": "budi indrawan",
+        "id": "qa_847_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin ilham lahir pada 20 november 1984 di jayapura",
+    "tokens": [
+      "udin",
+      "ilham",
+      "lahir",
+      "pada",
+      "20",
+      "november",
+      "1984",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa udin lahir ___",
+        "answer": "20 november 1984",
+        "id": "qa_848_q1"
+      }
+    ]
+  },
+  {
+    "context": "kiki ayuningtyas lahir pada 15 juli 1944 di malang",
+    "tokens": [
+      "kiki",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "15",
+      "juli",
+      "1944",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan kiki lahir ___",
+        "answer": "15 juli 1944",
+        "id": "qa_849_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya rizki lahir pada 25 november 1954 di bekasi",
+    "tokens": [
+      "aditya",
+      "rizki",
+      "lahir",
+      "pada",
+      "25",
+      "november",
+      "1954",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan aditya lahir ___",
+        "answer": "25 november 1954",
+        "id": "qa_850_q1"
+      }
+    ]
+  },
+  {
+    "context": "tania joko lahir pada 22 agustus 1950 di jember",
+    "tokens": [
+      "tania",
+      "joko",
+      "lahir",
+      "pada",
+      "22",
+      "agustus",
+      "1950",
+      "di",
+      "jember"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana tania lahir ___",
+        "answer": "jember",
+        "id": "qa_851_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi umi lahir pada 12 april 1989 di palembang",
+    "tokens": [
+      "luthfi",
+      "umi",
+      "lahir",
+      "pada",
+      "12",
+      "april",
+      "1989",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di palembang ___",
+        "answer": "luthfi umi",
+        "id": "qa_852_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari susanto lahir pada 7 mei 1982 di bogor",
+    "tokens": [
+      "hari",
+      "susanto",
+      "lahir",
+      "pada",
+      "7",
+      "mei",
+      "1982",
+      "di",
+      "bogor"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hari lahir ___",
+        "answer": "bogor",
+        "id": "qa_853_q1"
+      }
+    ]
+  },
+  {
+    "context": "joni dewi yuliana lahir pada 24 maret 1972 di salatiga",
+    "tokens": [
+      "joni",
+      "dewi",
+      "yuliana",
+      "lahir",
+      "pada",
+      "24",
+      "maret",
+      "1972",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan joni lahir ___",
+        "answer": "24 maret 1972",
+        "id": "qa_854_q1"
+      }
+    ]
+  },
+  {
+    "context": "yana nugroho lahir pada 4 agustus 1946 di solo",
+    "tokens": [
+      "yana",
+      "nugroho",
+      "lahir",
+      "pada",
+      "4",
+      "agustus",
+      "1946",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yana lahir ___",
+        "answer": "solo",
+        "id": "qa_855_q1"
+      }
+    ]
+  },
+  {
+    "context": "candra adewi lahir pada 10 april 1965 di gianyar",
+    "tokens": [
+      "candra",
+      "adewi",
+      "lahir",
+      "pada",
+      "10",
+      "april",
+      "1965",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana candra lahir ___",
+        "answer": "gianyar",
+        "id": "qa_856_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari lahir pada 9 oktober 1945 di padang",
+    "tokens": ["hari", "lahir", "pada", "9", "oktober", "1945", "di", "padang"],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan hari lahir ___",
+        "answer": "9 oktober 1945",
+        "id": "qa_857_q1"
+      }
+    ]
+  },
+  {
+    "context": "putri gina lahir pada 21 november 1955 di sukabumi",
+    "tokens": [
+      "putri",
+      "gina",
+      "lahir",
+      "pada",
+      "21",
+      "november",
+      "1955",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa putri lahir ___",
+        "answer": "21 november 1955",
+        "id": "qa_858_q1"
+      }
+    ]
+  },
+  {
+    "context": "khansa yana susanto lahir pada 9 november 1956 di solo",
+    "tokens": [
+      "khansa",
+      "yana",
+      "susanto",
+      "lahir",
+      "pada",
+      "9",
+      "november",
+      "1956",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan khansa lahir ___",
+        "answer": "9 november 1956",
+        "id": "qa_859_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan rahmat lahir pada 17 juni 2009 di kediri",
+    "tokens": [
+      "wawan",
+      "rahmat",
+      "lahir",
+      "pada",
+      "17",
+      "juni",
+      "2009",
+      "di",
+      "kediri"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di kediri ___",
+        "answer": "wawan rahmat",
+        "id": "qa_860_q1"
+      }
+    ]
+  },
+  {
+    "context": "nina khansa fauziah lahir pada 19 juni 1955 di purwokerto",
+    "tokens": [
+      "nina",
+      "khansa",
+      "fauziah",
+      "lahir",
+      "pada",
+      "19",
+      "juni",
+      "1955",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di purwokerto ___",
+        "answer": "nina khansa fauziah",
+        "id": "qa_861_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita hidayat lahir pada 22 mei 1951 di pontianak",
+    "tokens": [
+      "ernita",
+      "hidayat",
+      "lahir",
+      "pada",
+      "22",
+      "mei",
+      "1951",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan ernita lahir ___",
+        "answer": "22 mei 1951",
+        "id": "qa_862_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh putra lahir pada 15 februari 2004 di purwokerto",
+    "tokens": [
+      "teguh",
+      "putra",
+      "lahir",
+      "pada",
+      "15",
+      "februari",
+      "2004",
+      "di",
+      "purwokerto"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan teguh lahir ___",
+        "answer": "15 februari 2004",
+        "id": "qa_863_q1"
+      }
+    ]
+  },
+  {
+    "context": "dewi lahir pada 10 januari 1943 di denpasar",
+    "tokens": [
+      "dewi",
+      "lahir",
+      "pada",
+      "10",
+      "januari",
+      "1943",
+      "di",
+      "denpasar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa dewi lahir ___",
+        "answer": "10 januari 1943",
+        "id": "qa_864_q1"
+      }
+    ]
+  },
+  {
+    "context": "luthfi lahir pada 5 oktober 1972 di palembang",
+    "tokens": [
+      "luthfi",
+      "lahir",
+      "pada",
+      "5",
+      "oktober",
+      "1972",
+      "di",
+      "palembang"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana luthfi lahir ___",
+        "answer": "palembang",
+        "id": "qa_865_q1"
+      }
+    ]
+  },
+  {
+    "context": "budi adewi lahir pada 3 oktober 1973 di samarinda",
+    "tokens": [
+      "budi",
+      "adewi",
+      "lahir",
+      "pada",
+      "3",
+      "oktober",
+      "1973",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di samarinda ___",
+        "answer": "budi adewi",
+        "id": "qa_866_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori dian nugroho lahir pada 26 oktober 1963 di salatiga",
+    "tokens": [
+      "qori",
+      "dian",
+      "nugroho",
+      "lahir",
+      "pada",
+      "26",
+      "oktober",
+      "1963",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di salatiga ___",
+        "answer": "qori dian nugroho",
+        "id": "qa_867_q1"
+      }
+    ]
+  },
+  {
+    "context": "ilham martini lahir pada 9 februari 1940 di medan",
+    "tokens": [
+      "ilham",
+      "martini",
+      "lahir",
+      "pada",
+      "9",
+      "februari",
+      "1940",
+      "di",
+      "medan"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana ilham lahir ___",
+        "answer": "medan",
+        "id": "qa_868_q1"
+      }
+    ]
+  },
+  {
+    "context": "oki surya puspitasari lahir pada 17 juni 1942 di sidoarjo",
+    "tokens": [
+      "oki",
+      "surya",
+      "puspitasari",
+      "lahir",
+      "pada",
+      "17",
+      "juni",
+      "1942",
+      "di",
+      "sidoarjo"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan oki lahir ___",
+        "answer": "17 juni 1942",
+        "id": "qa_869_q1"
+      }
+    ]
+  },
+  {
+    "context": "laila arifin lahir pada 15 desember 2000 di gianyar",
+    "tokens": [
+      "laila",
+      "arifin",
+      "lahir",
+      "pada",
+      "15",
+      "desember",
+      "2000",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa laila lahir ___",
+        "answer": "15 desember 2000",
+        "id": "qa_870_q1"
+      }
+    ]
+  },
+  {
+    "context": "bayu arifin lahir pada 28 agustus 1994 di cilegon",
+    "tokens": [
+      "bayu",
+      "arifin",
+      "lahir",
+      "pada",
+      "28",
+      "agustus",
+      "1994",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana bayu lahir ___",
+        "answer": "cilegon",
+        "id": "qa_871_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian lahir pada 17 februari 1967 di makassar",
+    "tokens": [
+      "dian",
+      "lahir",
+      "pada",
+      "17",
+      "februari",
+      "1967",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan dian lahir ___",
+        "answer": "17 februari 1967",
+        "id": "qa_872_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya indrawan lahir pada 11 februari 1945 di padang",
+    "tokens": [
+      "aditya",
+      "indrawan",
+      "lahir",
+      "pada",
+      "11",
+      "februari",
+      "1945",
+      "di",
+      "padang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di padang ___",
+        "answer": "aditya indrawan",
+        "id": "qa_873_q1"
+      }
+    ]
+  },
+  {
+    "context": "qori lahir pada 17 oktober 1980 di banjarmasin",
+    "tokens": [
+      "qori",
+      "lahir",
+      "pada",
+      "17",
+      "oktober",
+      "1980",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa qori lahir ___",
+        "answer": "17 oktober 1980",
+        "id": "qa_874_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa yosef nugroho lahir pada 22 mei 1970 di mataram",
+    "tokens": [
+      "zulfa",
+      "yosef",
+      "nugroho",
+      "lahir",
+      "pada",
+      "22",
+      "mei",
+      "1970",
+      "di",
+      "mataram"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa zulfa lahir ___",
+        "answer": "22 mei 1970",
+        "id": "qa_875_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita pambudi lahir pada 20 mei 1975 di tasikmalaya",
+    "tokens": [
+      "ernita",
+      "pambudi",
+      "lahir",
+      "pada",
+      "20",
+      "mei",
+      "1975",
+      "di",
+      "tasikmalaya"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa ernita lahir ___",
+        "answer": "20 mei 1975",
+        "id": "qa_876_q1"
+      }
+    ]
+  },
+  {
+    "context": "eka suharto lahir pada 23 maret 1985 di cilegon",
+    "tokens": [
+      "eka",
+      "suharto",
+      "lahir",
+      "pada",
+      "23",
+      "maret",
+      "1985",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa eka lahir ___",
+        "answer": "23 maret 1985",
+        "id": "qa_877_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari pambudi lahir pada 21 juli 1980 di salatiga",
+    "tokens": [
+      "hari",
+      "pambudi",
+      "lahir",
+      "pada",
+      "21",
+      "juli",
+      "1980",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan hari lahir ___",
+        "answer": "21 juli 1980",
+        "id": "qa_878_q1"
+      }
+    ]
+  },
+  {
+    "context": "teguh widodo lahir pada 16 november 2000 di bekasi",
+    "tokens": [
+      "teguh",
+      "widodo",
+      "lahir",
+      "pada",
+      "16",
+      "november",
+      "2000",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di bekasi ___",
+        "answer": "teguh widodo",
+        "id": "qa_879_q1"
+      }
+    ]
+  },
+  {
+    "context": "gina mita lahir pada 12 juni 1955 di samarinda",
+    "tokens": [
+      "gina",
+      "mita",
+      "lahir",
+      "pada",
+      "12",
+      "juni",
+      "1955",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan gina lahir ___",
+        "answer": "12 juni 1955",
+        "id": "qa_880_q1"
+      }
+    ]
+  },
+  {
+    "context": "pratiwi wibowo lahir pada 2 mei 1958 di blitar",
+    "tokens": [
+      "pratiwi",
+      "wibowo",
+      "lahir",
+      "pada",
+      "2",
+      "mei",
+      "1958",
+      "di",
+      "blitar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana pratiwi lahir ___",
+        "answer": "blitar",
+        "id": "qa_881_q1"
+      }
+    ]
+  },
+  {
+    "context": "yosef permana lahir pada 19 juli 1967 di sukabumi",
+    "tokens": [
+      "yosef",
+      "permana",
+      "lahir",
+      "pada",
+      "19",
+      "juli",
+      "1967",
+      "di",
+      "sukabumi"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di sukabumi ___",
+        "answer": "yosef permana",
+        "id": "qa_882_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin yana hidayat lahir pada 28 september 1970 di tegal",
+    "tokens": [
+      "udin",
+      "yana",
+      "hidayat",
+      "lahir",
+      "pada",
+      "28",
+      "september",
+      "1970",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana udin lahir ___",
+        "answer": "tegal",
+        "id": "qa_883_q1"
+      }
+    ]
+  },
+  {
+    "context": "galuh galuh lahir pada 5 juni 1965 di pontianak",
+    "tokens": [
+      "galuh",
+      "galuh",
+      "lahir",
+      "pada",
+      "5",
+      "juni",
+      "1965",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana galuh lahir ___",
+        "answer": "pontianak",
+        "id": "qa_884_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita sukma lahir pada 18 juli 2003 di pontianak",
+    "tokens": [
+      "ernita",
+      "sukma",
+      "lahir",
+      "pada",
+      "18",
+      "juli",
+      "2003",
+      "di",
+      "pontianak"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana ernita lahir ___",
+        "answer": "pontianak",
+        "id": "qa_885_q1"
+      }
+    ]
+  },
+  {
+    "context": "opik surya handayani lahir pada 26 januari 1992 di bekasi",
+    "tokens": [
+      "opik",
+      "surya",
+      "handayani",
+      "lahir",
+      "pada",
+      "26",
+      "januari",
+      "1992",
+      "di",
+      "bekasi"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa opik lahir ___",
+        "answer": "26 januari 1992",
+        "id": "qa_886_q1"
+      }
+    ]
+  },
+  {
+    "context": "mita indrawan lahir pada 2 november 2000 di gianyar",
+    "tokens": [
+      "mita",
+      "indrawan",
+      "lahir",
+      "pada",
+      "2",
+      "november",
+      "2000",
+      "di",
+      "gianyar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan mita lahir ___",
+        "answer": "2 november 2000",
+        "id": "qa_887_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya lahir pada 28 november 1947 di makassar",
+    "tokens": [
+      "aditya",
+      "lahir",
+      "pada",
+      "28",
+      "november",
+      "1947",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan aditya lahir ___",
+        "answer": "28 november 1947",
+        "id": "qa_888_q1"
+      }
+    ]
+  },
+  {
+    "context": "eka yosef lahir pada 3 mei 1948 di tegal",
+    "tokens": [
+      "eka",
+      "yosef",
+      "lahir",
+      "pada",
+      "3",
+      "mei",
+      "1948",
+      "di",
+      "tegal"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa eka lahir ___",
+        "answer": "3 mei 1948",
+        "id": "qa_889_q1"
+      }
+    ]
+  },
+  {
+    "context": "nadya utama lahir pada 20 april 1987 di bandung",
+    "tokens": [
+      "nadya",
+      "utama",
+      "lahir",
+      "pada",
+      "20",
+      "april",
+      "1987",
+      "di",
+      "bandung"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana nadya lahir ___",
+        "answer": "bandung",
+        "id": "qa_890_q1"
+      }
+    ]
+  },
+  {
+    "context": "wawan hidayat lahir pada 10 januari 1976 di makassar",
+    "tokens": [
+      "wawan",
+      "hidayat",
+      "lahir",
+      "pada",
+      "10",
+      "januari",
+      "1976",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana wawan lahir ___",
+        "answer": "makassar",
+        "id": "qa_891_q1"
+      }
+    ]
+  },
+  {
+    "context": "hari prabowo lahir pada 27 juli 1973 di jakarta",
+    "tokens": [
+      "hari",
+      "prabowo",
+      "lahir",
+      "pada",
+      "27",
+      "juli",
+      "1973",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana hari lahir ___",
+        "answer": "jakarta",
+        "id": "qa_892_q1"
+      }
+    ]
+  },
+  {
+    "context": "putri pratiwi utama lahir pada 17 september 2004 di jayapura",
+    "tokens": [
+      "putri",
+      "pratiwi",
+      "utama",
+      "lahir",
+      "pada",
+      "17",
+      "september",
+      "2004",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana putri lahir ___",
+        "answer": "jayapura",
+        "id": "qa_893_q1"
+      }
+    ]
+  },
+  {
+    "context": "rani wahyudi lahir pada 19 oktober 1944 di depok",
+    "tokens": [
+      "rani",
+      "wahyudi",
+      "lahir",
+      "pada",
+      "19",
+      "oktober",
+      "1944",
+      "di",
+      "depok"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di depok ___",
+        "answer": "rani wahyudi",
+        "id": "qa_894_q1"
+      }
+    ]
+  },
+  {
+    "context": "ernita susanto lahir pada 8 september 1951 di salatiga",
+    "tokens": [
+      "ernita",
+      "susanto",
+      "lahir",
+      "pada",
+      "8",
+      "september",
+      "1951",
+      "di",
+      "salatiga"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan ernita lahir ___",
+        "answer": "8 september 1951",
+        "id": "qa_895_q1"
+      }
+    ]
+  },
+  {
+    "context": "surya firmansyah lahir pada 21 februari 1971 di malang",
+    "tokens": [
+      "surya",
+      "firmansyah",
+      "lahir",
+      "pada",
+      "21",
+      "februari",
+      "1971",
+      "di",
+      "malang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana surya lahir ___",
+        "answer": "malang",
+        "id": "qa_896_q1"
+      }
+    ]
+  },
+  {
+    "context": "yana khansa lahir pada 9 januari 2007 di banjarmasin",
+    "tokens": [
+      "yana",
+      "khansa",
+      "lahir",
+      "pada",
+      "9",
+      "januari",
+      "2007",
+      "di",
+      "banjarmasin"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana yana lahir ___",
+        "answer": "banjarmasin",
+        "id": "qa_897_q1"
+      }
+    ]
+  },
+  {
+    "context": "faisal hendra siregar lahir pada 9 februari 1950 di cilegon",
+    "tokens": [
+      "faisal",
+      "hendra",
+      "siregar",
+      "lahir",
+      "pada",
+      "9",
+      "februari",
+      "1950",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa faisal lahir ___",
+        "answer": "9 februari 1950",
+        "id": "qa_898_q1"
+      }
+    ]
+  },
+  {
+    "context": "dian umi prasetyo lahir pada 21 september 1989 di jayapura",
+    "tokens": [
+      "dian",
+      "umi",
+      "prasetyo",
+      "lahir",
+      "pada",
+      "21",
+      "september",
+      "1989",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di jayapura ___",
+        "answer": "dian umi prasetyo",
+        "id": "qa_899_q1"
+      }
+    ]
+  },
+  {
+    "context": "eka ayuningtyas lahir pada 2 maret 1979 di makassar",
+    "tokens": [
+      "eka",
+      "ayuningtyas",
+      "lahir",
+      "pada",
+      "2",
+      "maret",
+      "1979",
+      "di",
+      "makassar"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan eka lahir ___",
+        "answer": "2 maret 1979",
+        "id": "qa_900_q1"
+      }
+    ]
+  },
+  {
+    "context": "hendra lahir pada 21 juni 1984 di surabaya",
+    "tokens": [
+      "hendra",
+      "lahir",
+      "pada",
+      "21",
+      "juni",
+      "1984",
+      "di",
+      "surabaya"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan hendra lahir ___",
+        "answer": "21 juni 1984",
+        "id": "qa_901_q1"
+      }
+    ]
+  },
+  {
+    "context": "rahmat umi ardiansyah lahir pada 27 oktober 2008 di jayapura",
+    "tokens": [
+      "rahmat",
+      "umi",
+      "ardiansyah",
+      "lahir",
+      "pada",
+      "27",
+      "oktober",
+      "2008",
+      "di",
+      "jayapura"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan rahmat lahir ___",
+        "answer": "27 oktober 2008",
+        "id": "qa_902_q1"
+      }
+    ]
+  },
+  {
+    "context": "umi setiawan lahir pada 20 agustus 1988 di serang",
+    "tokens": [
+      "umi",
+      "setiawan",
+      "lahir",
+      "pada",
+      "20",
+      "agustus",
+      "1988",
+      "di",
+      "serang"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kapan umi lahir ___",
+        "answer": "20 agustus 1988",
+        "id": "qa_903_q1"
+      }
+    ]
+  },
+  {
+    "context": "aditya lahir pada 11 juni 1970 di samarinda",
+    "tokens": [
+      "aditya",
+      "lahir",
+      "pada",
+      "11",
+      "juni",
+      "1970",
+      "di",
+      "samarinda"
+    ],
+    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana aditya lahir ___",
+        "answer": "samarinda",
+        "id": "qa_904_q1"
+      }
+    ]
+  },
+  {
+    "context": "zulfa nadya yuliana lahir pada 7 juli 1988 di jakarta",
+    "tokens": [
+      "zulfa",
+      "nadya",
+      "yuliana",
+      "lahir",
+      "pada",
+      "7",
+      "juli",
+      "1988",
+      "di",
+      "jakarta"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa zulfa lahir ___",
+        "answer": "7 juli 1988",
+        "id": "qa_905_q1"
+      }
+    ]
+  },
+  {
+    "context": "udin wawan lahir pada 10 juni 1986 di cilegon",
+    "tokens": [
+      "udin",
+      "wawan",
+      "lahir",
+      "pada",
+      "10",
+      "juni",
+      "1986",
+      "di",
+      "cilegon"
+    ],
+    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tanggal berapa udin lahir ___",
+        "answer": "10 juni 1986",
+        "id": "qa_906_q1"
+      }
+    ]
+  },
+  {
+    "context": "joko opik widodo lahir pada 27 maret 1992 di solo",
+    "tokens": [
+      "joko",
+      "opik",
+      "widodo",
+      "lahir",
+      "pada",
+      "27",
+      "maret",
+      "1992",
+      "di",
+      "solo"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang lahir di solo ___",
+        "answer": "joko opik widodo",
+        "id": "qa_907_q1"
+      }
+    ]
+  },
+  {
+    "context": "Raden Ajeng Kartini lahir pada 21 April 1879 di Jepara.",
+    "tokens": [
+      "Raden",
+      "Ajeng",
+      "Kartini",
+      "lahir",
+      "pada",
+      "21",
+      "April",
+      "1879",
+      "di",
+      "Jepara"
+    ],
+    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "id": "kartini_001_q1",
+        "type": "isian",
+        "question": "Dimana Kartini lahir?",
+        "answer": "Jepara",
+        "answer_meta": [
+          {
+            "text": "Jepara"
+          }
+        ]
+      },
+      {
+        "id": "kartini_001_q2",
+        "type": "isian",
+        "question": "Kartini lahir pada tanggal ___?",
+        "answer": "21 April 1879",
+        "answer_meta": [
+          {
+            "text": "21 April 1879"
+          }
+        ]
+      }
+    ]
+  },
+  {
+    "context": "Lia Yuliati lahir di Sumedang, Jawa Barat, 19 Juli 1968.",
+    "tokens": [
+      "Lia",
+      "Yuliati",
+      "lahir",
+      "di",
+      "Sumedang",
+      "Jawa",
+      "Barat",
+      "19",
+      "Juli",
+      "1968"
+    ],
+    "ner": [
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "LOC",
+      "DATE",
+      "DATE",
+      "DATE"
+    ],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP"
+    ],
+    "qas": [
+      {
+        "id": "lia_yuliati_001_q1",
+        "type": "isian",
+        "question": "Dimana Lia Yuliati lahir?",
+        "answer": "Sumedang Jawa Barat",
+        "answer_meta": [
+          {
+            "text": "Sumedang, Jawa Barat"
+          }
+        ]
+      },
+      {
+        "id": "lia_yuliati_001_q2",
+        "type": "isian",
+        "question": "Lia Yuliati lahir pada tanggal ___?",
+        "answer": "19 Juli 1968",
+        "answer_meta": [
+          {
+            "text": "19 Juli 1968"
+          }
+        ]
+      }
+    ]
   }
 ]
diff --git a/question_generation/data_converted.json b/question_generation/data_converted.json
index 30f70ab..b248a7c 100644
--- a/question_generation/data_converted.json
+++ b/question_generation/data_converted.json
@@ -15016,16721 +15016,7 @@
       }
     ]
   },
-  {
-    "context": "agus xenia lahir pada 1 januari 1958 di pekanbaru",
-    "tokens": [
-      "agus",
-      "xenia",
-      "lahir",
-      "pada",
-      "1",
-      "januari",
-      "1958",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana agus lahir ___",
-        "answer": "pekanbaru",
-        "id": "qa_413_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani puspitasari lahir pada 11 desember 1952 di denpasar",
-    "tokens": [
-      "rani",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "11",
-      "desember",
-      "1952",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di denpasar ___",
-        "answer": "rani puspitasari",
-        "id": "qa_414_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina hendra putra lahir pada 4 desember 2006 di denpasar",
-    "tokens": [
-      "vina",
-      "hendra",
-      "putra",
-      "lahir",
-      "pada",
-      "4",
-      "desember",
-      "2006",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vina lahir ___",
-        "answer": "4 desember 2006",
-        "id": "qa_415_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari wawan anggraini lahir pada 16 november 1989 di kendari",
-    "tokens": [
-      "sari",
-      "wawan",
-      "anggraini",
-      "lahir",
-      "pada",
-      "16",
-      "november",
-      "1989",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa sari lahir ___",
-        "answer": "16 november 1989",
-        "id": "qa_416_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita tania nabila lahir pada 21 februari 2010 di tegal",
-    "tokens": [
-      "mita",
-      "tania",
-      "nabila",
-      "lahir",
-      "pada",
-      "21",
-      "februari",
-      "2010",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mita lahir ___",
-        "answer": "21 februari 2010",
-        "id": "qa_417_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya xenia rachman lahir pada 20 januari 2009 di kendari",
-    "tokens": [
-      "aditya",
-      "xenia",
-      "rachman",
-      "lahir",
-      "pada",
-      "20",
-      "januari",
-      "2009",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana aditya lahir ___",
-        "answer": "kendari",
-        "id": "qa_418_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef wawan arifin lahir pada 11 juli 1946 di kediri",
-    "tokens": [
-      "yosef",
-      "wawan",
-      "arifin",
-      "lahir",
-      "pada",
-      "11",
-      "juli",
-      "1946",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "yosef wawan arifin",
-        "id": "qa_419_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat lahir pada 10 desember 1975 di pekanbaru",
-    "tokens": [
-      "rahmat",
-      "lahir",
-      "pada",
-      "10",
-      "desember",
-      "1975",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rahmat lahir ___",
-        "answer": "10 desember 1975",
-        "id": "qa_420_q1"
-      }
-    ]
-  },
-  {
-    "context": "eka lahir pada 26 maret 1954 di ambon",
-    "tokens": ["eka", "lahir", "pada", "26", "maret", "1954", "di", "ambon"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana eka lahir ___",
-        "answer": "ambon",
-        "id": "qa_421_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi lahir pada 1 april 2008 di samarinda",
-    "tokens": [
-      "dewi",
-      "lahir",
-      "pada",
-      "1",
-      "april",
-      "2008",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dewi lahir ___",
-        "answer": "1 april 2008",
-        "id": "qa_422_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario hermawan lahir pada 12 september 1966 di makassar",
-    "tokens": [
-      "mario",
-      "hermawan",
-      "lahir",
-      "pada",
-      "12",
-      "september",
-      "1966",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di makassar ___",
-        "answer": "mario hermawan",
-        "id": "qa_423_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra rachman lahir pada 18 maret 2003 di bogor",
-    "tokens": [
-      "hendra",
-      "rachman",
-      "lahir",
-      "pada",
-      "18",
-      "maret",
-      "2003",
-      "di",
-      "bogor"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa hendra lahir ___",
-        "answer": "18 maret 2003",
-        "id": "qa_424_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu faisal handayani lahir pada 19 november 1963 di malang",
-    "tokens": [
-      "bayu",
-      "faisal",
-      "handayani",
-      "lahir",
-      "pada",
-      "19",
-      "november",
-      "1963",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di malang ___",
-        "answer": "bayu faisal handayani",
-        "id": "qa_425_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan lahir pada 18 november 1984 di semarang",
-    "tokens": [
-      "farhan",
-      "lahir",
-      "pada",
-      "18",
-      "november",
-      "1984",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di semarang ___",
-        "answer": "farhan",
-        "id": "qa_426_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina santoso lahir pada 16 februari 1944 di kupang",
-    "tokens": [
-      "nina",
-      "santoso",
-      "lahir",
-      "pada",
-      "16",
-      "februari",
-      "1944",
-      "di",
-      "kupang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nina lahir ___",
-        "answer": "kupang",
-        "id": "qa_427_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa lahir pada 24 september 1946 di malang",
-    "tokens": [
-      "zulfa",
-      "lahir",
-      "pada",
-      "24",
-      "september",
-      "1946",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa zulfa lahir ___",
-        "answer": "24 september 1946",
-        "id": "qa_428_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya oki suharto lahir pada 7 april 1988 di salatiga",
-    "tokens": [
-      "nadya",
-      "oki",
-      "suharto",
-      "lahir",
-      "pada",
-      "7",
-      "april",
-      "1988",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nadya lahir ___",
-        "answer": "salatiga",
-        "id": "qa_429_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi suharto lahir pada 7 november 1988 di depok",
-    "tokens": [
-      "luthfi",
-      "suharto",
-      "lahir",
-      "pada",
-      "7",
-      "november",
-      "1988",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa luthfi lahir ___",
-        "answer": "7 november 1988",
-        "id": "qa_430_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario wawan yuliana lahir pada 1 februari 1941 di depok",
-    "tokens": [
-      "mario",
-      "wawan",
-      "yuliana",
-      "lahir",
-      "pada",
-      "1",
-      "februari",
-      "1941",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana mario lahir ___",
-        "answer": "depok",
-        "id": "qa_431_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina hidayat lahir pada 10 april 1998 di jember",
-    "tokens": [
-      "vina",
-      "hidayat",
-      "lahir",
-      "pada",
-      "10",
-      "april",
-      "1998",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vina lahir ___",
-        "answer": "10 april 1998",
-        "id": "qa_432_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra anggraini lahir pada 17 desember 1976 di denpasar",
-    "tokens": [
-      "citra",
-      "anggraini",
-      "lahir",
-      "pada",
-      "17",
-      "desember",
-      "1976",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa citra lahir ___",
-        "answer": "17 desember 1976",
-        "id": "qa_433_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin khansa puspitasari lahir pada 9 februari 2006 di padang",
-    "tokens": [
-      "udin",
-      "khansa",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "9",
-      "februari",
-      "2006",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana udin lahir ___",
-        "answer": "padang",
-        "id": "qa_434_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi puspitasari lahir pada 5 september 1952 di medan",
-    "tokens": [
-      "pratiwi",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "5",
-      "september",
-      "1952",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di medan ___",
-        "answer": "pratiwi puspitasari",
-        "id": "qa_435_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya farhan susanto lahir pada 25 maret 1987 di ambon",
-    "tokens": [
-      "aditya",
-      "farhan",
-      "susanto",
-      "lahir",
-      "pada",
-      "25",
-      "maret",
-      "1987",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di ambon ___",
-        "answer": "aditya farhan susanto",
-        "id": "qa_436_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi lahir pada 28 april 1997 di cilegon",
-    "tokens": [
-      "pratiwi",
-      "lahir",
-      "pada",
-      "28",
-      "april",
-      "1997",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cilegon ___",
-        "answer": "pratiwi",
-        "id": "qa_437_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi anggraini lahir pada 15 november 1991 di ambon",
-    "tokens": [
-      "budi",
-      "anggraini",
-      "lahir",
-      "pada",
-      "15",
-      "november",
-      "1991",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan budi lahir ___",
-        "answer": "15 november 1991",
-        "id": "qa_438_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat saputra lahir pada 11 maret 1941 di blitar",
-    "tokens": [
-      "rahmat",
-      "saputra",
-      "lahir",
-      "pada",
-      "11",
-      "maret",
-      "1941",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rahmat lahir ___",
-        "answer": "blitar",
-        "id": "qa_439_q1"
-      }
-    ]
-  },
-  {
-    "context": "joni nugroho lahir pada 8 mei 1980 di gianyar",
-    "tokens": [
-      "joni",
-      "nugroho",
-      "lahir",
-      "pada",
-      "8",
-      "mei",
-      "1980",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana joni lahir ___",
-        "answer": "gianyar",
-        "id": "qa_440_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra lahir pada 9 november 1954 di tegal",
-    "tokens": [
-      "hendra",
-      "lahir",
-      "pada",
-      "9",
-      "november",
-      "1954",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa hendra lahir ___",
-        "answer": "9 november 1954",
-        "id": "qa_441_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya lahir pada 18 januari 1963 di jayapura",
-    "tokens": [
-      "surya",
-      "lahir",
-      "pada",
-      "18",
-      "januari",
-      "1963",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa surya lahir ___",
-        "answer": "18 januari 1963",
-        "id": "qa_442_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa martini lahir pada 1 november 1988 di tegal",
-    "tokens": [
-      "zulfa",
-      "martini",
-      "lahir",
-      "pada",
-      "1",
-      "november",
-      "1988",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan zulfa lahir ___",
-        "answer": "1 november 1988",
-        "id": "qa_443_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya lahir pada 19 februari 1947 di jayapura",
-    "tokens": [
-      "aditya",
-      "lahir",
-      "pada",
-      "19",
-      "februari",
-      "1947",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jayapura ___",
-        "answer": "aditya",
-        "id": "qa_444_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia lahir pada 7 januari 2004 di sukabumi",
-    "tokens": [
-      "xenia",
-      "lahir",
-      "pada",
-      "7",
-      "januari",
-      "2004",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan xenia lahir ___",
-        "answer": "7 januari 2004",
-        "id": "qa_445_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina pratiwi fauziah lahir pada 8 januari 1949 di pekanbaru",
-    "tokens": [
-      "gina",
-      "pratiwi",
-      "fauziah",
-      "lahir",
-      "pada",
-      "8",
-      "januari",
-      "1949",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana gina lahir ___",
-        "answer": "pekanbaru",
-        "id": "qa_446_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita lahir pada 15 maret 1969 di jakarta",
-    "tokens": [
-      "ernita",
-      "lahir",
-      "pada",
-      "15",
-      "maret",
-      "1969",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jakarta ___",
-        "answer": "ernita",
-        "id": "qa_447_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan nabila lahir pada 6 juli 1949 di probolinggo",
-    "tokens": [
-      "farhan",
-      "nabila",
-      "lahir",
-      "pada",
-      "6",
-      "juli",
-      "1949",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di probolinggo ___",
-        "answer": "farhan nabila",
-        "id": "qa_448_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra sari lahir pada 6 februari 2006 di palembang",
-    "tokens": [
-      "candra",
-      "sari",
-      "lahir",
-      "pada",
-      "6",
-      "februari",
-      "2006",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan candra lahir ___",
-        "answer": "6 februari 2006",
-        "id": "qa_449_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal adewi lahir pada 16 juli 1974 di depok",
-    "tokens": [
-      "faisal",
-      "adewi",
-      "lahir",
-      "pada",
-      "16",
-      "juli",
-      "1974",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa faisal lahir ___",
-        "answer": "16 juli 1974",
-        "id": "qa_450_q1"
-      }
-    ]
-  },
-  {
-    "context": "intan mita lahir pada 25 januari 1988 di bandung",
-    "tokens": [
-      "intan",
-      "mita",
-      "lahir",
-      "pada",
-      "25",
-      "januari",
-      "1988",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa intan lahir ___",
-        "answer": "25 januari 1988",
-        "id": "qa_451_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan lahir pada 12 april 1950 di yogyakarta",
-    "tokens": [
-      "farhan",
-      "lahir",
-      "pada",
-      "12",
-      "april",
-      "1950",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan farhan lahir ___",
-        "answer": "12 april 1950",
-        "id": "qa_452_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina susanto lahir pada 19 april 1962 di tegal",
-    "tokens": [
-      "nina",
-      "susanto",
-      "lahir",
-      "pada",
-      "19",
-      "april",
-      "1962",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tegal ___",
-        "answer": "nina susanto",
-        "id": "qa_453_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat sari putra lahir pada 8 september 1942 di surabaya",
-    "tokens": [
-      "rahmat",
-      "sari",
-      "putra",
-      "lahir",
-      "pada",
-      "8",
-      "september",
-      "1942",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di surabaya ___",
-        "answer": "rahmat sari putra",
-        "id": "qa_454_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin umi pratama lahir pada 24 januari 1997 di tegal",
-    "tokens": [
-      "udin",
-      "umi",
-      "pratama",
-      "lahir",
-      "pada",
-      "24",
-      "januari",
-      "1997",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana udin lahir ___",
-        "answer": "tegal",
-        "id": "qa_455_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania lahir pada 8 januari 1949 di kediri",
-    "tokens": [
-      "tania",
-      "lahir",
-      "pada",
-      "8",
-      "januari",
-      "1949",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "tania",
-        "id": "qa_456_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko dewi arifin lahir pada 13 november 1999 di ambon",
-    "tokens": [
-      "joko",
-      "dewi",
-      "arifin",
-      "lahir",
-      "pada",
-      "13",
-      "november",
-      "1999",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan joko lahir ___",
-        "answer": "13 november 1999",
-        "id": "qa_457_q1"
-      }
-    ]
-  },
-  {
-    "context": "wahyu fauziah lahir pada 1 maret 1949 di palembang",
-    "tokens": [
-      "wahyu",
-      "fauziah",
-      "lahir",
-      "pada",
-      "1",
-      "maret",
-      "1949",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di palembang ___",
-        "answer": "wahyu fauziah",
-        "id": "qa_458_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra lahir pada 9 september 2009 di semarang",
-    "tokens": [
-      "candra",
-      "lahir",
-      "pada",
-      "9",
-      "september",
-      "2009",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa candra lahir ___",
-        "answer": "9 september 2009",
-        "id": "qa_459_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin adewi lahir pada 9 januari 1984 di bandung",
-    "tokens": [
-      "vivin",
-      "adewi",
-      "lahir",
-      "pada",
-      "9",
-      "januari",
-      "1984",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vivin lahir ___",
-        "answer": "9 januari 1984",
-        "id": "qa_460_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan vivin manurung lahir pada 26 oktober 1983 di palembang",
-    "tokens": [
-      "wawan",
-      "vivin",
-      "manurung",
-      "lahir",
-      "pada",
-      "26",
-      "oktober",
-      "1983",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa wawan lahir ___",
-        "answer": "26 oktober 1983",
-        "id": "qa_461_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra wahyudi lahir pada 10 maret 1989 di palembang",
-    "tokens": [
-      "hendra",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "10",
-      "maret",
-      "1989",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di palembang ___",
-        "answer": "hendra wahyudi",
-        "id": "qa_462_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi saputri lahir pada 25 oktober 1984 di cilegon",
-    "tokens": [
-      "luthfi",
-      "saputri",
-      "lahir",
-      "pada",
-      "25",
-      "oktober",
-      "1984",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan luthfi lahir ___",
-        "answer": "25 oktober 1984",
-        "id": "qa_463_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi saputri lahir pada 18 desember 1996 di probolinggo",
-    "tokens": [
-      "luthfi",
-      "saputri",
-      "lahir",
-      "pada",
-      "18",
-      "desember",
-      "1996",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana luthfi lahir ___",
-        "answer": "probolinggo",
-        "id": "qa_464_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi pratiwi pratama lahir pada 8 mei 1992 di cilegon",
-    "tokens": [
-      "dewi",
-      "pratiwi",
-      "pratama",
-      "lahir",
-      "pada",
-      "8",
-      "mei",
-      "1992",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana dewi lahir ___",
-        "answer": "cilegon",
-        "id": "qa_465_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan rachman lahir pada 7 maret 2001 di jember",
-    "tokens": [
-      "farhan",
-      "rachman",
-      "lahir",
-      "pada",
-      "7",
-      "maret",
-      "2001",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jember ___",
-        "answer": "farhan rachman",
-        "id": "qa_466_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa intan wijaya lahir pada 10 agustus 1998 di tegal",
-    "tokens": [
-      "zulfa",
-      "intan",
-      "wijaya",
-      "lahir",
-      "pada",
-      "10",
-      "agustus",
-      "1998",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zulfa lahir ___",
-        "answer": "tegal",
-        "id": "qa_467_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi pambudi lahir pada 21 april 1971 di salatiga",
-    "tokens": [
-      "budi",
-      "pambudi",
-      "lahir",
-      "pada",
-      "21",
-      "april",
-      "1971",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana budi lahir ___",
-        "answer": "salatiga",
-        "id": "qa_468_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya saputra lahir pada 13 november 1946 di cilegon",
-    "tokens": [
-      "aditya",
-      "saputra",
-      "lahir",
-      "pada",
-      "13",
-      "november",
-      "1946",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan aditya lahir ___",
-        "answer": "13 november 1946",
-        "id": "qa_469_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya ramadhan lahir pada 7 juli 1998 di probolinggo",
-    "tokens": [
-      "nadya",
-      "ramadhan",
-      "lahir",
-      "pada",
-      "7",
-      "juli",
-      "1998",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa nadya lahir ___",
-        "answer": "7 juli 1998",
-        "id": "qa_470_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari ayuningtyas lahir pada 15 juli 1956 di sidoarjo",
-    "tokens": [
-      "hari",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "15",
-      "juli",
-      "1956",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan hari lahir ___",
-        "answer": "15 juli 1956",
-        "id": "qa_471_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari saputri lahir pada 10 mei 1949 di cilegon",
-    "tokens": [
-      "hari",
-      "saputri",
-      "lahir",
-      "pada",
-      "10",
-      "mei",
-      "1949",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hari lahir ___",
-        "answer": "cilegon",
-        "id": "qa_472_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu suharto lahir pada 24 mei 1962 di tegal",
-    "tokens": [
-      "bayu",
-      "suharto",
-      "lahir",
-      "pada",
-      "24",
-      "mei",
-      "1962",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana bayu lahir ___",
-        "answer": "tegal",
-        "id": "qa_473_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori hermawan lahir pada 5 agustus 1973 di purwokerto",
-    "tokens": [
-      "qori",
-      "hermawan",
-      "lahir",
-      "pada",
-      "5",
-      "agustus",
-      "1973",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa qori lahir ___",
-        "answer": "5 agustus 1973",
-        "id": "qa_474_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina adewi lahir pada 21 april 2008 di solo",
-    "tokens": [
-      "vina",
-      "adewi",
-      "lahir",
-      "pada",
-      "21",
-      "april",
-      "2008",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di solo ___",
-        "answer": "vina adewi",
-        "id": "qa_475_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra mario lahir pada 17 oktober 1966 di depok",
-    "tokens": [
-      "hendra",
-      "mario",
-      "lahir",
-      "pada",
-      "17",
-      "oktober",
-      "1966",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di depok ___",
-        "answer": "hendra mario",
-        "id": "qa_476_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki khansa saputra lahir pada 19 februari 1946 di tasikmalaya",
-    "tokens": [
-      "kiki",
-      "khansa",
-      "saputra",
-      "lahir",
-      "pada",
-      "19",
-      "februari",
-      "1946",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa kiki lahir ___",
-        "answer": "19 februari 1946",
-        "id": "qa_477_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi wibowo lahir pada 28 maret 2004 di denpasar",
-    "tokens": [
-      "dewi",
-      "wibowo",
-      "lahir",
-      "pada",
-      "28",
-      "maret",
-      "2004",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana dewi lahir ___",
-        "answer": "denpasar",
-        "id": "qa_478_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko lahir pada 26 oktober 2004 di cilegon",
-    "tokens": [
-      "joko",
-      "lahir",
-      "pada",
-      "26",
-      "oktober",
-      "2004",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joko lahir ___",
-        "answer": "26 oktober 2004",
-        "id": "qa_479_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa lahir pada 2 juni 1994 di depok",
-    "tokens": ["zulfa", "lahir", "pada", "2", "juni", "1994", "di", "depok"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di depok ___",
-        "answer": "zulfa",
-        "id": "qa_480_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina ramadhan lahir pada 18 juni 1940 di samarinda",
-    "tokens": [
-      "gina",
-      "ramadhan",
-      "lahir",
-      "pada",
-      "18",
-      "juni",
-      "1940",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana gina lahir ___",
-        "answer": "samarinda",
-        "id": "qa_481_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi ramadhan lahir pada 23 september 1991 di samarinda",
-    "tokens": [
-      "budi",
-      "ramadhan",
-      "lahir",
-      "pada",
-      "23",
-      "september",
-      "1991",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana budi lahir ___",
-        "answer": "samarinda",
-        "id": "qa_482_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita sari arifin lahir pada 5 maret 1957 di denpasar",
-    "tokens": [
-      "ernita",
-      "sari",
-      "arifin",
-      "lahir",
-      "pada",
-      "5",
-      "maret",
-      "1957",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan ernita lahir ___",
-        "answer": "5 maret 1957",
-        "id": "qa_483_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu lahir pada 24 februari 1978 di blitar",
-    "tokens": [
-      "bayu",
-      "lahir",
-      "pada",
-      "24",
-      "februari",
-      "1978",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan bayu lahir ___",
-        "answer": "24 februari 1978",
-        "id": "qa_484_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra lahir pada 3 juli 1987 di kendari",
-    "tokens": ["candra", "lahir", "pada", "3", "juli", "1987", "di", "kendari"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa candra lahir ___",
-        "answer": "3 juli 1987",
-        "id": "qa_485_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila permana lahir pada 11 juli 1959 di bekasi",
-    "tokens": [
-      "laila",
-      "permana",
-      "lahir",
-      "pada",
-      "11",
-      "juli",
-      "1959",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan laila lahir ___",
-        "answer": "11 juli 1959",
-        "id": "qa_486_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari wibowo lahir pada 10 april 1989 di sukabumi",
-    "tokens": [
-      "sari",
-      "wibowo",
-      "lahir",
-      "pada",
-      "10",
-      "april",
-      "1989",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan sari lahir ___",
-        "answer": "10 april 1989",
-        "id": "qa_487_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi lahir pada 25 september 1978 di banjarmasin",
-    "tokens": [
-      "dewi",
-      "lahir",
-      "pada",
-      "25",
-      "september",
-      "1978",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dewi lahir ___",
-        "answer": "25 september 1978",
-        "id": "qa_488_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa suryadi lahir pada 1 juni 1949 di yogyakarta",
-    "tokens": [
-      "khansa",
-      "suryadi",
-      "lahir",
-      "pada",
-      "1",
-      "juni",
-      "1949",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di yogyakarta ___",
-        "answer": "khansa suryadi",
-        "id": "qa_489_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina purnama lahir pada 26 oktober 1964 di padang",
-    "tokens": [
-      "vina",
-      "purnama",
-      "lahir",
-      "pada",
-      "26",
-      "oktober",
-      "1964",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan vina lahir ___",
-        "answer": "26 oktober 1964",
-        "id": "qa_490_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari saputra lahir pada 2 agustus 1973 di cilegon",
-    "tokens": [
-      "hari",
-      "saputra",
-      "lahir",
-      "pada",
-      "2",
-      "agustus",
-      "1973",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan hari lahir ___",
-        "answer": "2 agustus 1973",
-        "id": "qa_491_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat anggraini lahir pada 5 agustus 1999 di depok",
-    "tokens": [
-      "rahmat",
-      "anggraini",
-      "lahir",
-      "pada",
-      "5",
-      "agustus",
-      "1999",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rahmat lahir ___",
-        "answer": "5 agustus 1999",
-        "id": "qa_492_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh lahir pada 25 desember 1995 di bandung",
-    "tokens": [
-      "teguh",
-      "lahir",
-      "pada",
-      "25",
-      "desember",
-      "1995",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa teguh lahir ___",
-        "answer": "25 desember 1995",
-        "id": "qa_493_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori sukma lahir pada 2 januari 2003 di sukabumi",
-    "tokens": [
-      "qori",
-      "sukma",
-      "lahir",
-      "pada",
-      "2",
-      "januari",
-      "2003",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan qori lahir ___",
-        "answer": "2 januari 2003",
-        "id": "qa_494_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila nabila lahir pada 15 oktober 1955 di samarinda",
-    "tokens": [
-      "laila",
-      "nabila",
-      "lahir",
-      "pada",
-      "15",
-      "oktober",
-      "1955",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa laila lahir ___",
-        "answer": "15 oktober 1955",
-        "id": "qa_495_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi lahir pada 24 mei 1967 di kediri",
-    "tokens": ["dewi", "lahir", "pada", "24", "mei", "1967", "di", "kediri"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dewi lahir ___",
-        "answer": "24 mei 1967",
-        "id": "qa_496_q1"
-      }
-    ]
-  },
-  {
-    "context": "intan indrawan lahir pada 8 april 2004 di banjarmasin",
-    "tokens": [
-      "intan",
-      "indrawan",
-      "lahir",
-      "pada",
-      "8",
-      "april",
-      "2004",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di banjarmasin ___",
-        "answer": "intan indrawan",
-        "id": "qa_497_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki laksono lahir pada 16 maret 1964 di samarinda",
-    "tokens": [
-      "kiki",
-      "laksono",
-      "lahir",
-      "pada",
-      "16",
-      "maret",
-      "1964",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan kiki lahir ___",
-        "answer": "16 maret 1964",
-        "id": "qa_498_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra manurung lahir pada 18 februari 1973 di cirebon",
-    "tokens": [
-      "candra",
-      "manurung",
-      "lahir",
-      "pada",
-      "18",
-      "februari",
-      "1973",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana candra lahir ___",
-        "answer": "cirebon",
-        "id": "qa_499_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh zulfa kurniawan lahir pada 22 desember 1973 di semarang",
-    "tokens": [
-      "teguh",
-      "zulfa",
-      "kurniawan",
-      "lahir",
-      "pada",
-      "22",
-      "desember",
-      "1973",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan teguh lahir ___",
-        "answer": "22 desember 1973",
-        "id": "qa_500_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia putri saputra lahir pada 12 november 1984 di samarinda",
-    "tokens": [
-      "xenia",
-      "putri",
-      "saputra",
-      "lahir",
-      "pada",
-      "12",
-      "november",
-      "1984",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di samarinda ___",
-        "answer": "xenia putri saputra",
-        "id": "qa_501_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra pratama lahir pada 2 desember 1982 di kediri",
-    "tokens": [
-      "citra",
-      "pratama",
-      "lahir",
-      "pada",
-      "2",
-      "desember",
-      "1982",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "citra pratama",
-        "id": "qa_502_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi fadhilah lahir pada 10 juli 1990 di cilegon",
-    "tokens": [
-      "luthfi",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "10",
-      "juli",
-      "1990",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana luthfi lahir ___",
-        "answer": "cilegon",
-        "id": "qa_503_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh lahir pada 25 januari 1966 di pekanbaru",
-    "tokens": [
-      "teguh",
-      "lahir",
-      "pada",
-      "25",
-      "januari",
-      "1966",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana teguh lahir ___",
-        "answer": "pekanbaru",
-        "id": "qa_504_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya prasetyo lahir pada 23 januari 2009 di serang",
-    "tokens": [
-      "surya",
-      "prasetyo",
-      "lahir",
-      "pada",
-      "23",
-      "januari",
-      "2009",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan surya lahir ___",
-        "answer": "23 januari 2009",
-        "id": "qa_505_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian martini lahir pada 16 maret 1989 di malang",
-    "tokens": [
-      "dian",
-      "martini",
-      "lahir",
-      "pada",
-      "16",
-      "maret",
-      "1989",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di malang ___",
-        "answer": "dian martini",
-        "id": "qa_506_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin qori wahyudi lahir pada 23 februari 1963 di kediri",
-    "tokens": [
-      "vivin",
-      "qori",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "23",
-      "februari",
-      "1963",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "vivin qori wahyudi",
-        "id": "qa_507_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila hermawan lahir pada 15 maret 1995 di tasikmalaya",
-    "tokens": [
-      "laila",
-      "hermawan",
-      "lahir",
-      "pada",
-      "15",
-      "maret",
-      "1995",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan laila lahir ___",
-        "answer": "15 maret 1995",
-        "id": "qa_508_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya lahir pada 2 oktober 1950 di pontianak",
-    "tokens": [
-      "aditya",
-      "lahir",
-      "pada",
-      "2",
-      "oktober",
-      "1950",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pontianak ___",
-        "answer": "aditya",
-        "id": "qa_509_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario lahir pada 4 februari 2004 di denpasar",
-    "tokens": [
-      "mario",
-      "lahir",
-      "pada",
-      "4",
-      "februari",
-      "2004",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mario lahir ___",
-        "answer": "4 februari 2004",
-        "id": "qa_510_q1"
-      }
-    ]
-  },
-  {
-    "context": "agus lahir pada 11 september 2008 di sidoarjo",
-    "tokens": [
-      "agus",
-      "lahir",
-      "pada",
-      "11",
-      "september",
-      "2008",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa agus lahir ___",
-        "answer": "11 september 2008",
-        "id": "qa_511_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi puspitasari lahir pada 8 februari 1992 di depok",
-    "tokens": [
-      "dewi",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "8",
-      "februari",
-      "1992",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dewi lahir ___",
-        "answer": "8 februari 1992",
-        "id": "qa_512_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh sukma lahir pada 7 november 1994 di malang",
-    "tokens": [
-      "galuh",
-      "sukma",
-      "lahir",
-      "pada",
-      "7",
-      "november",
-      "1994",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di malang ___",
-        "answer": "galuh sukma",
-        "id": "qa_513_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh lahir pada 28 november 1955 di kediri",
-    "tokens": [
-      "galuh",
-      "lahir",
-      "pada",
-      "28",
-      "november",
-      "1955",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa galuh lahir ___",
-        "answer": "28 november 1955",
-        "id": "qa_514_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi suryadi lahir pada 12 september 1978 di makassar",
-    "tokens": [
-      "pratiwi",
-      "suryadi",
-      "lahir",
-      "pada",
-      "12",
-      "september",
-      "1978",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana pratiwi lahir ___",
-        "answer": "makassar",
-        "id": "qa_515_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal yuliana lahir pada 19 november 1969 di solo",
-    "tokens": [
-      "faisal",
-      "yuliana",
-      "lahir",
-      "pada",
-      "19",
-      "november",
-      "1969",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa faisal lahir ___",
-        "answer": "19 november 1969",
-        "id": "qa_516_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina lahir pada 19 april 2001 di manado",
-    "tokens": ["vina", "lahir", "pada", "19", "april", "2001", "di", "manado"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vina lahir ___",
-        "answer": "19 april 2001",
-        "id": "qa_517_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya lahir pada 4 desember 1968 di gianyar",
-    "tokens": [
-      "surya",
-      "lahir",
-      "pada",
-      "4",
-      "desember",
-      "1968",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di gianyar ___",
-        "answer": "surya",
-        "id": "qa_518_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal arifin lahir pada 14 maret 1948 di blitar",
-    "tokens": [
-      "faisal",
-      "arifin",
-      "lahir",
-      "pada",
-      "14",
-      "maret",
-      "1948",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana faisal lahir ___",
-        "answer": "blitar",
-        "id": "qa_519_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa putri santoso lahir pada 17 juli 1956 di surabaya",
-    "tokens": [
-      "khansa",
-      "putri",
-      "santoso",
-      "lahir",
-      "pada",
-      "17",
-      "juli",
-      "1956",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana khansa lahir ___",
-        "answer": "surabaya",
-        "id": "qa_520_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin ayuningtyas lahir pada 21 oktober 1961 di tasikmalaya",
-    "tokens": [
-      "vivin",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "21",
-      "oktober",
-      "1961",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan vivin lahir ___",
-        "answer": "21 oktober 1961",
-        "id": "qa_521_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari lahir pada 3 september 2002 di magelang",
-    "tokens": [
-      "sari",
-      "lahir",
-      "pada",
-      "3",
-      "september",
-      "2002",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa sari lahir ___",
-        "answer": "3 september 2002",
-        "id": "qa_522_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya pratama lahir pada 26 oktober 1940 di magelang",
-    "tokens": [
-      "nadya",
-      "pratama",
-      "lahir",
-      "pada",
-      "26",
-      "oktober",
-      "1940",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa nadya lahir ___",
-        "answer": "26 oktober 1940",
-        "id": "qa_523_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari saputra lahir pada 1 september 2001 di salatiga",
-    "tokens": [
-      "sari",
-      "saputra",
-      "lahir",
-      "pada",
-      "1",
-      "september",
-      "2001",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana sari lahir ___",
-        "answer": "salatiga",
-        "id": "qa_524_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya fauziah lahir pada 19 februari 1984 di pekanbaru",
-    "tokens": [
-      "nadya",
-      "fauziah",
-      "lahir",
-      "pada",
-      "19",
-      "februari",
-      "1984",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan nadya lahir ___",
-        "answer": "19 februari 1984",
-        "id": "qa_525_q1"
-      }
-    ]
-  },
-  {
-    "context": "putri lahir pada 10 mei 1992 di makassar",
-    "tokens": ["putri", "lahir", "pada", "10", "mei", "1992", "di", "makassar"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana putri lahir ___",
-        "answer": "makassar",
-        "id": "qa_526_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario lahir pada 21 juni 1949 di jayapura",
-    "tokens": [
-      "mario",
-      "lahir",
-      "pada",
-      "21",
-      "juni",
-      "1949",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa mario lahir ___",
-        "answer": "21 juni 1949",
-        "id": "qa_527_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi suharto lahir pada 8 april 1951 di bandung",
-    "tokens": [
-      "luthfi",
-      "suharto",
-      "lahir",
-      "pada",
-      "8",
-      "april",
-      "1951",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan luthfi lahir ___",
-        "answer": "8 april 1951",
-        "id": "qa_528_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania yuliana lahir pada 7 mei 1953 di solo",
-    "tokens": [
-      "tania",
-      "yuliana",
-      "lahir",
-      "pada",
-      "7",
-      "mei",
-      "1953",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di solo ___",
-        "answer": "tania yuliana",
-        "id": "qa_529_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin lahir pada 10 april 1997 di cirebon",
-    "tokens": ["udin", "lahir", "pada", "10", "april", "1997", "di", "cirebon"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa udin lahir ___",
-        "answer": "10 april 1997",
-        "id": "qa_530_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki nina lahir pada 4 agustus 1979 di jakarta",
-    "tokens": [
-      "oki",
-      "nina",
-      "lahir",
-      "pada",
-      "4",
-      "agustus",
-      "1979",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jakarta ___",
-        "answer": "oki nina",
-        "id": "qa_531_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina permana lahir pada 28 oktober 2003 di solo",
-    "tokens": [
-      "gina",
-      "permana",
-      "lahir",
-      "pada",
-      "28",
-      "oktober",
-      "2003",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan gina lahir ___",
-        "answer": "28 oktober 2003",
-        "id": "qa_532_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya faisal adewi lahir pada 26 september 1984 di depok",
-    "tokens": [
-      "nadya",
-      "faisal",
-      "adewi",
-      "lahir",
-      "pada",
-      "26",
-      "september",
-      "1984",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa nadya lahir ___",
-        "answer": "26 september 1984",
-        "id": "qa_533_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa pratiwi manurung lahir pada 21 oktober 2008 di semarang",
-    "tokens": [
-      "zulfa",
-      "pratiwi",
-      "manurung",
-      "lahir",
-      "pada",
-      "21",
-      "oktober",
-      "2008",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zulfa lahir ___",
-        "answer": "semarang",
-        "id": "qa_534_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia zulfa lahir pada 4 agustus 1951 di serang",
-    "tokens": [
-      "xenia",
-      "zulfa",
-      "lahir",
-      "pada",
-      "4",
-      "agustus",
-      "1951",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa xenia lahir ___",
-        "answer": "4 agustus 1951",
-        "id": "qa_535_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki lahir pada 13 juni 1985 di cilegon",
-    "tokens": ["oki", "lahir", "pada", "13", "juni", "1985", "di", "cilegon"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan oki lahir ___",
-        "answer": "13 juni 1985",
-        "id": "qa_536_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef lahir pada 15 maret 1946 di pontianak",
-    "tokens": [
-      "yosef",
-      "lahir",
-      "pada",
-      "15",
-      "maret",
-      "1946",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan yosef lahir ___",
-        "answer": "15 maret 1946",
-        "id": "qa_537_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki lahir pada 28 mei 2008 di mataram",
-    "tokens": ["oki", "lahir", "pada", "28", "mei", "2008", "di", "mataram"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana oki lahir ___",
-        "answer": "mataram",
-        "id": "qa_538_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita pratama lahir pada 11 februari 1972 di serang",
-    "tokens": [
-      "mita",
-      "pratama",
-      "lahir",
-      "pada",
-      "11",
-      "februari",
-      "1972",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana mita lahir ___",
-        "answer": "serang",
-        "id": "qa_539_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori lahir pada 10 oktober 1978 di cilegon",
-    "tokens": [
-      "qori",
-      "lahir",
-      "pada",
-      "10",
-      "oktober",
-      "1978",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cilegon ___",
-        "answer": "qori",
-        "id": "qa_540_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi puspitasari lahir pada 12 februari 1981 di probolinggo",
-    "tokens": [
-      "umi",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "12",
-      "februari",
-      "1981",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana umi lahir ___",
-        "answer": "probolinggo",
-        "id": "qa_541_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario febrianto lahir pada 7 juni 1988 di banjarmasin",
-    "tokens": [
-      "mario",
-      "febrianto",
-      "lahir",
-      "pada",
-      "7",
-      "juni",
-      "1988",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana mario lahir ___",
-        "answer": "banjarmasin",
-        "id": "qa_542_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan nabila lahir pada 14 oktober 1977 di makassar",
-    "tokens": [
-      "wawan",
-      "nabila",
-      "lahir",
-      "pada",
-      "14",
-      "oktober",
-      "1977",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan wawan lahir ___",
-        "answer": "14 oktober 1977",
-        "id": "qa_543_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori sukma lahir pada 27 juni 1987 di pontianak",
-    "tokens": [
-      "qori",
-      "sukma",
-      "lahir",
-      "pada",
-      "27",
-      "juni",
-      "1987",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pontianak ___",
-        "answer": "qori sukma",
-        "id": "qa_544_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari ardiansyah lahir pada 5 mei 1977 di jakarta",
-    "tokens": [
-      "hari",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "5",
-      "mei",
-      "1977",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa hari lahir ___",
-        "answer": "5 mei 1977",
-        "id": "qa_545_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra suryadi lahir pada 19 agustus 1948 di pekanbaru",
-    "tokens": [
-      "citra",
-      "suryadi",
-      "lahir",
-      "pada",
-      "19",
-      "agustus",
-      "1948",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana citra lahir ___",
-        "answer": "pekanbaru",
-        "id": "qa_546_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya suharto lahir pada 8 november 1990 di tegal",
-    "tokens": [
-      "surya",
-      "suharto",
-      "lahir",
-      "pada",
-      "8",
-      "november",
-      "1990",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tegal ___",
-        "answer": "surya suharto",
-        "id": "qa_547_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari saputra lahir pada 28 januari 1992 di blitar",
-    "tokens": [
-      "sari",
-      "saputra",
-      "lahir",
-      "pada",
-      "28",
-      "januari",
-      "1992",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di blitar ___",
-        "answer": "sari saputra",
-        "id": "qa_548_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi fadhilah lahir pada 20 juli 2006 di cirebon",
-    "tokens": [
-      "luthfi",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "20",
-      "juli",
-      "2006",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan luthfi lahir ___",
-        "answer": "20 juli 2006",
-        "id": "qa_549_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina hermawan lahir pada 1 april 1983 di manado",
-    "tokens": [
-      "vina",
-      "hermawan",
-      "lahir",
-      "pada",
-      "1",
-      "april",
-      "1983",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di manado ___",
-        "answer": "vina hermawan",
-        "id": "qa_550_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani puspitasari lahir pada 3 mei 1995 di samarinda",
-    "tokens": [
-      "rani",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "3",
-      "mei",
-      "1995",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rani lahir ___",
-        "answer": "3 mei 1995",
-        "id": "qa_551_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin tania nabila lahir pada 3 oktober 2008 di kendari",
-    "tokens": [
-      "vivin",
-      "tania",
-      "nabila",
-      "lahir",
-      "pada",
-      "3",
-      "oktober",
-      "2008",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vivin lahir ___",
-        "answer": "3 oktober 2008",
-        "id": "qa_552_q1"
-      }
-    ]
-  },
-  {
-    "context": "opik maulana lahir pada 2 februari 2000 di bandung",
-    "tokens": [
-      "opik",
-      "maulana",
-      "lahir",
-      "pada",
-      "2",
-      "februari",
-      "2000",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bandung ___",
-        "answer": "opik maulana",
-        "id": "qa_553_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa anggraini lahir pada 27 november 2008 di jayapura",
-    "tokens": [
-      "khansa",
-      "anggraini",
-      "lahir",
-      "pada",
-      "27",
-      "november",
-      "2008",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jayapura ___",
-        "answer": "khansa anggraini",
-        "id": "qa_554_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh lahir pada 3 januari 1948 di jakarta",
-    "tokens": [
-      "teguh",
-      "lahir",
-      "pada",
-      "3",
-      "januari",
-      "1948",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana teguh lahir ___",
-        "answer": "jakarta",
-        "id": "qa_555_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa lahir pada 24 oktober 1971 di solo",
-    "tokens": [
-      "khansa",
-      "lahir",
-      "pada",
-      "24",
-      "oktober",
-      "1971",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa khansa lahir ___",
-        "answer": "24 oktober 1971",
-        "id": "qa_556_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian wijaya lahir pada 12 april 2000 di kendari",
-    "tokens": [
-      "dian",
-      "wijaya",
-      "lahir",
-      "pada",
-      "12",
-      "april",
-      "2000",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dian lahir ___",
-        "answer": "12 april 2000",
-        "id": "qa_557_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari opik firmansyah lahir pada 25 september 1998 di kediri",
-    "tokens": [
-      "sari",
-      "opik",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "25",
-      "september",
-      "1998",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan sari lahir ___",
-        "answer": "25 september 1998",
-        "id": "qa_558_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki manurung lahir pada 16 april 1989 di kediri",
-    "tokens": [
-      "kiki",
-      "manurung",
-      "lahir",
-      "pada",
-      "16",
-      "april",
-      "1989",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana kiki lahir ___",
-        "answer": "kediri",
-        "id": "qa_559_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina eka kurniawan lahir pada 1 november 1996 di yogyakarta",
-    "tokens": [
-      "nina",
-      "eka",
-      "kurniawan",
-      "lahir",
-      "pada",
-      "1",
-      "november",
-      "1996",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nina lahir ___",
-        "answer": "yogyakarta",
-        "id": "qa_560_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan bayu lahir pada 4 mei 1955 di malang",
-    "tokens": [
-      "farhan",
-      "bayu",
-      "lahir",
-      "pada",
-      "4",
-      "mei",
-      "1955",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa farhan lahir ___",
-        "answer": "4 mei 1955",
-        "id": "qa_561_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi laksono lahir pada 28 juni 1972 di serang",
-    "tokens": [
-      "luthfi",
-      "laksono",
-      "lahir",
-      "pada",
-      "28",
-      "juni",
-      "1972",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan luthfi lahir ___",
-        "answer": "28 juni 1972",
-        "id": "qa_562_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila lahir pada 18 april 2000 di sukabumi",
-    "tokens": [
-      "laila",
-      "lahir",
-      "pada",
-      "18",
-      "april",
-      "2000",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa laila lahir ___",
-        "answer": "18 april 2000",
-        "id": "qa_563_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori rachman lahir pada 1 maret 1986 di tegal",
-    "tokens": [
-      "qori",
-      "rachman",
-      "lahir",
-      "pada",
-      "1",
-      "maret",
-      "1986",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tegal ___",
-        "answer": "qori rachman",
-        "id": "qa_564_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina khansa suharto lahir pada 15 juni 2005 di yogyakarta",
-    "tokens": [
-      "gina",
-      "khansa",
-      "suharto",
-      "lahir",
-      "pada",
-      "15",
-      "juni",
-      "2005",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di yogyakarta ___",
-        "answer": "gina khansa suharto",
-        "id": "qa_565_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki lahir pada 17 juli 1958 di kupang",
-    "tokens": ["kiki", "lahir", "pada", "17", "juli", "1958", "di", "kupang"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kupang ___",
-        "answer": "kiki",
-        "id": "qa_566_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa wibowo lahir pada 23 januari 1942 di tasikmalaya",
-    "tokens": [
-      "zulfa",
-      "wibowo",
-      "lahir",
-      "pada",
-      "23",
-      "januari",
-      "1942",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tasikmalaya ___",
-        "answer": "zulfa wibowo",
-        "id": "qa_567_q1"
-      }
-    ]
-  },
-  {
-    "context": "yana candra wibowo lahir pada 16 april 1948 di denpasar",
-    "tokens": [
-      "yana",
-      "candra",
-      "wibowo",
-      "lahir",
-      "pada",
-      "16",
-      "april",
-      "1948",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan yana lahir ___",
-        "answer": "16 april 1948",
-        "id": "qa_568_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin umi rachman lahir pada 3 juli 1989 di bekasi",
-    "tokens": [
-      "udin",
-      "umi",
-      "rachman",
-      "lahir",
-      "pada",
-      "3",
-      "juli",
-      "1989",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa udin lahir ___",
-        "answer": "3 juli 1989",
-        "id": "qa_569_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari faisal lahir pada 9 januari 1984 di probolinggo",
-    "tokens": [
-      "sari",
-      "faisal",
-      "lahir",
-      "pada",
-      "9",
-      "januari",
-      "1984",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana sari lahir ___",
-        "answer": "probolinggo",
-        "id": "qa_570_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita handayani lahir pada 15 desember 1964 di kediri",
-    "tokens": [
-      "ernita",
-      "handayani",
-      "lahir",
-      "pada",
-      "15",
-      "desember",
-      "1964",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan ernita lahir ___",
-        "answer": "15 desember 1964",
-        "id": "qa_571_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita candra puspitasari lahir pada 26 april 1954 di padang",
-    "tokens": [
-      "ernita",
-      "candra",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "26",
-      "april",
-      "1954",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di padang ___",
-        "answer": "ernita candra puspitasari",
-        "id": "qa_572_q1"
-      }
-    ]
-  },
-  {
-    "context": "eka vivin pambudi lahir pada 5 april 1949 di pekanbaru",
-    "tokens": [
-      "eka",
-      "vivin",
-      "pambudi",
-      "lahir",
-      "pada",
-      "5",
-      "april",
-      "1949",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan eka lahir ___",
-        "answer": "5 april 1949",
-        "id": "qa_573_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh putra lahir pada 25 februari 1961 di magelang",
-    "tokens": [
-      "teguh",
-      "putra",
-      "lahir",
-      "pada",
-      "25",
-      "februari",
-      "1961",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan teguh lahir ___",
-        "answer": "25 februari 1961",
-        "id": "qa_574_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila anggraini lahir pada 28 april 1940 di tegal",
-    "tokens": [
-      "laila",
-      "anggraini",
-      "lahir",
-      "pada",
-      "28",
-      "april",
-      "1940",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan laila lahir ___",
-        "answer": "28 april 1940",
-        "id": "qa_575_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi wahyudi lahir pada 27 juni 1988 di manado",
-    "tokens": [
-      "umi",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "27",
-      "juni",
-      "1988",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana umi lahir ___",
-        "answer": "manado",
-        "id": "qa_576_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan hidayat lahir pada 11 september 1961 di denpasar",
-    "tokens": [
-      "farhan",
-      "hidayat",
-      "lahir",
-      "pada",
-      "11",
-      "september",
-      "1961",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di denpasar ___",
-        "answer": "farhan hidayat",
-        "id": "qa_577_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina eka rosadi lahir pada 22 februari 1964 di bogor",
-    "tokens": [
-      "gina",
-      "eka",
-      "rosadi",
-      "lahir",
-      "pada",
-      "22",
-      "februari",
-      "1964",
-      "di",
-      "bogor"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana gina lahir ___",
-        "answer": "bogor",
-        "id": "qa_578_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita mario saputri lahir pada 6 agustus 1977 di denpasar",
-    "tokens": [
-      "mita",
-      "mario",
-      "saputri",
-      "lahir",
-      "pada",
-      "6",
-      "agustus",
-      "1977",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa mita lahir ___",
-        "answer": "6 agustus 1977",
-        "id": "qa_579_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi nabila lahir pada 21 desember 1980 di kendari",
-    "tokens": [
-      "dewi",
-      "nabila",
-      "lahir",
-      "pada",
-      "21",
-      "desember",
-      "1980",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dewi lahir ___",
-        "answer": "21 desember 1980",
-        "id": "qa_580_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina rachman lahir pada 20 mei 1981 di kediri",
-    "tokens": [
-      "nina",
-      "rachman",
-      "lahir",
-      "pada",
-      "20",
-      "mei",
-      "1981",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan nina lahir ___",
-        "answer": "20 mei 1981",
-        "id": "qa_581_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan permana lahir pada 17 oktober 1947 di salatiga",
-    "tokens": [
-      "farhan",
-      "permana",
-      "lahir",
-      "pada",
-      "17",
-      "oktober",
-      "1947",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di salatiga ___",
-        "answer": "farhan permana",
-        "id": "qa_582_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat hermawan lahir pada 12 september 1995 di tegal",
-    "tokens": [
-      "rahmat",
-      "hermawan",
-      "lahir",
-      "pada",
-      "12",
-      "september",
-      "1995",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rahmat lahir ___",
-        "answer": "12 september 1995",
-        "id": "qa_583_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain wirawan lahir pada 3 mei 1999 di semarang",
-    "tokens": [
-      "zain",
-      "wirawan",
-      "lahir",
-      "pada",
-      "3",
-      "mei",
-      "1999",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zain lahir ___",
-        "answer": "semarang",
-        "id": "qa_584_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra lahir pada 1 juni 1940 di pekanbaru",
-    "tokens": [
-      "hendra",
-      "lahir",
-      "pada",
-      "1",
-      "juni",
-      "1940",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pekanbaru ___",
-        "answer": "hendra",
-        "id": "qa_585_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi hidayat lahir pada 15 november 2007 di magelang",
-    "tokens": [
-      "umi",
-      "hidayat",
-      "lahir",
-      "pada",
-      "15",
-      "november",
-      "2007",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di magelang ___",
-        "answer": "umi hidayat",
-        "id": "qa_586_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania putra lahir pada 1 juli 1983 di depok",
-    "tokens": [
-      "tania",
-      "putra",
-      "lahir",
-      "pada",
-      "1",
-      "juli",
-      "1983",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana tania lahir ___",
-        "answer": "depok",
-        "id": "qa_587_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat lahir pada 7 mei 2001 di magelang",
-    "tokens": ["rahmat", "lahir", "pada", "7", "mei", "2001", "di", "magelang"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rahmat lahir ___",
-        "answer": "magelang",
-        "id": "qa_588_q1"
-      }
-    ]
-  },
-  {
-    "context": "ilham lahir pada 1 februari 1943 di depok",
-    "tokens": [
-      "ilham",
-      "lahir",
-      "pada",
-      "1",
-      "februari",
-      "1943",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana ilham lahir ___",
-        "answer": "depok",
-        "id": "qa_589_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain lahir pada 15 november 1949 di sidoarjo",
-    "tokens": [
-      "zain",
-      "lahir",
-      "pada",
-      "15",
-      "november",
-      "1949",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sidoarjo ___",
-        "answer": "zain",
-        "id": "qa_590_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko rahmat nugroho lahir pada 19 januari 1947 di cilegon",
-    "tokens": [
-      "joko",
-      "rahmat",
-      "nugroho",
-      "lahir",
-      "pada",
-      "19",
-      "januari",
-      "1947",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joko lahir ___",
-        "answer": "19 januari 1947",
-        "id": "qa_591_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya oki santoso lahir pada 4 januari 2006 di pekanbaru",
-    "tokens": [
-      "surya",
-      "oki",
-      "santoso",
-      "lahir",
-      "pada",
-      "4",
-      "januari",
-      "2006",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pekanbaru ___",
-        "answer": "surya oki santoso",
-        "id": "qa_592_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa lahir pada 10 september 1991 di manado",
-    "tokens": [
-      "khansa",
-      "lahir",
-      "pada",
-      "10",
-      "september",
-      "1991",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa khansa lahir ___",
-        "answer": "10 september 1991",
-        "id": "qa_593_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya budi wahyudi lahir pada 17 februari 1965 di tasikmalaya",
-    "tokens": [
-      "aditya",
-      "budi",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "17",
-      "februari",
-      "1965",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana aditya lahir ___",
-        "answer": "tasikmalaya",
-        "id": "qa_594_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu rosadi lahir pada 26 maret 1994 di palembang",
-    "tokens": [
-      "bayu",
-      "rosadi",
-      "lahir",
-      "pada",
-      "26",
-      "maret",
-      "1994",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan bayu lahir ___",
-        "answer": "26 maret 1994",
-        "id": "qa_595_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi tania lahir pada 8 maret 2004 di jayapura",
-    "tokens": [
-      "pratiwi",
-      "tania",
-      "lahir",
-      "pada",
-      "8",
-      "maret",
-      "2004",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa pratiwi lahir ___",
-        "answer": "8 maret 2004",
-        "id": "qa_596_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain martini lahir pada 4 desember 1951 di purwokerto",
-    "tokens": [
-      "zain",
-      "martini",
-      "lahir",
-      "pada",
-      "4",
-      "desember",
-      "1951",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di purwokerto ___",
-        "answer": "zain martini",
-        "id": "qa_597_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh hidayat lahir pada 26 mei 1953 di sukabumi",
-    "tokens": [
-      "teguh",
-      "hidayat",
-      "lahir",
-      "pada",
-      "26",
-      "mei",
-      "1953",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sukabumi ___",
-        "answer": "teguh hidayat",
-        "id": "qa_598_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi zulfa fadhilah lahir pada 1 maret 2009 di depok",
-    "tokens": [
-      "dewi",
-      "zulfa",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "1",
-      "maret",
-      "2009",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dewi lahir ___",
-        "answer": "1 maret 2009",
-        "id": "qa_599_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina nabila lahir pada 21 juli 1964 di manado",
-    "tokens": [
-      "vina",
-      "nabila",
-      "lahir",
-      "pada",
-      "21",
-      "juli",
-      "1964",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di manado ___",
-        "answer": "vina nabila",
-        "id": "qa_600_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina laksono lahir pada 5 mei 1945 di bandung",
-    "tokens": [
-      "vina",
-      "laksono",
-      "lahir",
-      "pada",
-      "5",
-      "mei",
-      "1945",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bandung ___",
-        "answer": "vina laksono",
-        "id": "qa_601_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania citra putra lahir pada 17 februari 1979 di salatiga",
-    "tokens": [
-      "tania",
-      "citra",
-      "putra",
-      "lahir",
-      "pada",
-      "17",
-      "februari",
-      "1979",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana tania lahir ___",
-        "answer": "salatiga",
-        "id": "qa_602_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita arifin lahir pada 20 januari 1960 di magelang",
-    "tokens": [
-      "ernita",
-      "arifin",
-      "lahir",
-      "pada",
-      "20",
-      "januari",
-      "1960",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa ernita lahir ___",
-        "answer": "20 januari 1960",
-        "id": "qa_603_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia maulana lahir pada 9 januari 1971 di manado",
-    "tokens": [
-      "xenia",
-      "maulana",
-      "lahir",
-      "pada",
-      "9",
-      "januari",
-      "1971",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di manado ___",
-        "answer": "xenia maulana",
-        "id": "qa_604_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya ardiansyah lahir pada 7 april 1961 di depok",
-    "tokens": [
-      "nadya",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "7",
-      "april",
-      "1961",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan nadya lahir ___",
-        "answer": "7 april 1961",
-        "id": "qa_605_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi lahir pada 23 juli 1980 di cilegon",
-    "tokens": ["budi", "lahir", "pada", "23", "juli", "1980", "di", "cilegon"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cilegon ___",
-        "answer": "budi",
-        "id": "qa_606_q1"
-      }
-    ]
-  },
-  {
-    "context": "agus febrianto lahir pada 6 februari 1961 di yogyakarta",
-    "tokens": [
-      "agus",
-      "febrianto",
-      "lahir",
-      "pada",
-      "6",
-      "februari",
-      "1961",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa agus lahir ___",
-        "answer": "6 februari 1961",
-        "id": "qa_607_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra rizki lahir pada 22 desember 1955 di probolinggo",
-    "tokens": [
-      "candra",
-      "rizki",
-      "lahir",
-      "pada",
-      "22",
-      "desember",
-      "1955",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di probolinggo ___",
-        "answer": "candra rizki",
-        "id": "qa_608_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin xenia suharto lahir pada 12 november 1945 di ambon",
-    "tokens": [
-      "vivin",
-      "xenia",
-      "suharto",
-      "lahir",
-      "pada",
-      "12",
-      "november",
-      "1945",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan vivin lahir ___",
-        "answer": "12 november 1945",
-        "id": "qa_609_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan rizki lahir pada 25 juni 1961 di probolinggo",
-    "tokens": [
-      "farhan",
-      "rizki",
-      "lahir",
-      "pada",
-      "25",
-      "juni",
-      "1961",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa farhan lahir ___",
-        "answer": "25 juni 1961",
-        "id": "qa_610_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu nabila lahir pada 17 januari 1988 di solo",
-    "tokens": [
-      "bayu",
-      "nabila",
-      "lahir",
-      "pada",
-      "17",
-      "januari",
-      "1988",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana bayu lahir ___",
-        "answer": "solo",
-        "id": "qa_611_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi saputra lahir pada 17 maret 1982 di tasikmalaya",
-    "tokens": [
-      "umi",
-      "saputra",
-      "lahir",
-      "pada",
-      "17",
-      "maret",
-      "1982",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa umi lahir ___",
-        "answer": "17 maret 1982",
-        "id": "qa_612_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef lahir pada 21 agustus 2008 di tegal",
-    "tokens": [
-      "yosef",
-      "lahir",
-      "pada",
-      "21",
-      "agustus",
-      "2008",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yosef lahir ___",
-        "answer": "tegal",
-        "id": "qa_613_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain lahir pada 12 maret 1941 di yogyakarta",
-    "tokens": [
-      "zain",
-      "lahir",
-      "pada",
-      "12",
-      "maret",
-      "1941",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zain lahir ___",
-        "answer": "yogyakarta",
-        "id": "qa_614_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina ardiansyah lahir pada 7 januari 1957 di cilegon",
-    "tokens": [
-      "gina",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "7",
-      "januari",
-      "1957",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana gina lahir ___",
-        "answer": "cilegon",
-        "id": "qa_615_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra lahir pada 22 mei 1954 di medan",
-    "tokens": ["citra", "lahir", "pada", "22", "mei", "1954", "di", "medan"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan citra lahir ___",
-        "answer": "22 mei 1954",
-        "id": "qa_616_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef febrianto lahir pada 20 juli 1988 di probolinggo",
-    "tokens": [
-      "yosef",
-      "febrianto",
-      "lahir",
-      "pada",
-      "20",
-      "juli",
-      "1988",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yosef lahir ___",
-        "answer": "probolinggo",
-        "id": "qa_617_q1"
-      }
-    ]
-  },
-  {
-    "context": "opik wibowo lahir pada 14 juli 1977 di tasikmalaya",
-    "tokens": [
-      "opik",
-      "wibowo",
-      "lahir",
-      "pada",
-      "14",
-      "juli",
-      "1977",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan opik lahir ___",
-        "answer": "14 juli 1977",
-        "id": "qa_618_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani wahyudi lahir pada 8 juni 1948 di bandung",
-    "tokens": [
-      "rani",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "8",
-      "juni",
-      "1948",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rani lahir ___",
-        "answer": "bandung",
-        "id": "qa_619_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat ramadhan lahir pada 19 agustus 2010 di jakarta",
-    "tokens": [
-      "rahmat",
-      "ramadhan",
-      "lahir",
-      "pada",
-      "19",
-      "agustus",
-      "2010",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jakarta ___",
-        "answer": "rahmat ramadhan",
-        "id": "qa_620_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian indrawan lahir pada 14 november 1962 di ambon",
-    "tokens": [
-      "dian",
-      "indrawan",
-      "lahir",
-      "pada",
-      "14",
-      "november",
-      "1962",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di ambon ___",
-        "answer": "dian indrawan",
-        "id": "qa_621_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin mita manurung lahir pada 16 mei 1992 di palembang",
-    "tokens": [
-      "vivin",
-      "mita",
-      "manurung",
-      "lahir",
-      "pada",
-      "16",
-      "mei",
-      "1992",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vivin lahir ___",
-        "answer": "16 mei 1992",
-        "id": "qa_622_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain nugroho lahir pada 9 april 1975 di manado",
-    "tokens": [
-      "zain",
-      "nugroho",
-      "lahir",
-      "pada",
-      "9",
-      "april",
-      "1975",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa zain lahir ___",
-        "answer": "9 april 1975",
-        "id": "qa_623_q1"
-      }
-    ]
-  },
-  {
-    "context": "joni rachman lahir pada 19 agustus 1970 di tegal",
-    "tokens": [
-      "joni",
-      "rachman",
-      "lahir",
-      "pada",
-      "19",
-      "agustus",
-      "1970",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana joni lahir ___",
-        "answer": "tegal",
-        "id": "qa_624_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori suryadi lahir pada 19 april 2005 di sukabumi",
-    "tokens": [
-      "qori",
-      "suryadi",
-      "lahir",
-      "pada",
-      "19",
-      "april",
-      "2005",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sukabumi ___",
-        "answer": "qori suryadi",
-        "id": "qa_625_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra wijaya lahir pada 23 september 1983 di palembang",
-    "tokens": [
-      "hendra",
-      "wijaya",
-      "lahir",
-      "pada",
-      "23",
-      "september",
-      "1983",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hendra lahir ___",
-        "answer": "palembang",
-        "id": "qa_626_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa rizki lahir pada 3 november 2003 di kediri",
-    "tokens": [
-      "khansa",
-      "rizki",
-      "lahir",
-      "pada",
-      "3",
-      "november",
-      "2003",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan khansa lahir ___",
-        "answer": "3 november 2003",
-        "id": "qa_627_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi lahir pada 3 juli 1985 di padang",
-    "tokens": ["luthfi", "lahir", "pada", "3", "juli", "1985", "di", "padang"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan luthfi lahir ___",
-        "answer": "3 juli 1985",
-        "id": "qa_628_q1"
-      }
-    ]
-  },
-  {
-    "context": "eka puspitasari lahir pada 1 mei 1987 di samarinda",
-    "tokens": [
-      "eka",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "1",
-      "mei",
-      "1987",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan eka lahir ___",
-        "answer": "1 mei 1987",
-        "id": "qa_629_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi ramadhan lahir pada 2 september 1984 di kediri",
-    "tokens": [
-      "pratiwi",
-      "ramadhan",
-      "lahir",
-      "pada",
-      "2",
-      "september",
-      "1984",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa pratiwi lahir ___",
-        "answer": "2 september 1984",
-        "id": "qa_630_q1"
-      }
-    ]
-  },
-  {
-    "context": "opik wirawan lahir pada 22 agustus 1955 di kendari",
-    "tokens": [
-      "opik",
-      "wirawan",
-      "lahir",
-      "pada",
-      "22",
-      "agustus",
-      "1955",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa opik lahir ___",
-        "answer": "22 agustus 1955",
-        "id": "qa_631_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu pratiwi lahir pada 17 oktober 1975 di jakarta",
-    "tokens": [
-      "bayu",
-      "pratiwi",
-      "lahir",
-      "pada",
-      "17",
-      "oktober",
-      "1975",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jakarta ___",
-        "answer": "bayu pratiwi",
-        "id": "qa_632_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh saputri lahir pada 12 agustus 1942 di gianyar",
-    "tokens": [
-      "teguh",
-      "saputri",
-      "lahir",
-      "pada",
-      "12",
-      "agustus",
-      "1942",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana teguh lahir ___",
-        "answer": "gianyar",
-        "id": "qa_633_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi rani lahir pada 11 september 1951 di surabaya",
-    "tokens": [
-      "dewi",
-      "rani",
-      "lahir",
-      "pada",
-      "11",
-      "september",
-      "1951",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dewi lahir ___",
-        "answer": "11 september 1951",
-        "id": "qa_634_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya tania utama lahir pada 16 februari 1943 di ambon",
-    "tokens": [
-      "nadya",
-      "tania",
-      "utama",
-      "lahir",
-      "pada",
-      "16",
-      "februari",
-      "1943",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa nadya lahir ___",
-        "answer": "16 februari 1943",
-        "id": "qa_635_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi qori kurniawan lahir pada 12 september 1948 di jakarta",
-    "tokens": [
-      "pratiwi",
-      "qori",
-      "kurniawan",
-      "lahir",
-      "pada",
-      "12",
-      "september",
-      "1948",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa pratiwi lahir ___",
-        "answer": "12 september 1948",
-        "id": "qa_636_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina sari handayani lahir pada 27 maret 2001 di jember",
-    "tokens": [
-      "vina",
-      "sari",
-      "handayani",
-      "lahir",
-      "pada",
-      "27",
-      "maret",
-      "2001",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jember ___",
-        "answer": "vina sari handayani",
-        "id": "qa_637_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh lahir pada 24 september 1944 di blitar",
-    "tokens": [
-      "galuh",
-      "lahir",
-      "pada",
-      "24",
-      "september",
-      "1944",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di blitar ___",
-        "answer": "galuh",
-        "id": "qa_638_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra pratama lahir pada 1 desember 1971 di semarang",
-    "tokens": [
-      "hendra",
-      "pratama",
-      "lahir",
-      "pada",
-      "1",
-      "desember",
-      "1971",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di semarang ___",
-        "answer": "hendra pratama",
-        "id": "qa_639_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi lahir pada 22 januari 1945 di surabaya",
-    "tokens": [
-      "pratiwi",
-      "lahir",
-      "pada",
-      "22",
-      "januari",
-      "1945",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa pratiwi lahir ___",
-        "answer": "22 januari 1945",
-        "id": "qa_640_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal lahir pada 22 juli 1940 di palembang",
-    "tokens": [
-      "faisal",
-      "lahir",
-      "pada",
-      "22",
-      "juli",
-      "1940",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di palembang ___",
-        "answer": "faisal",
-        "id": "qa_641_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat lahir pada 9 juni 1987 di pontianak",
-    "tokens": [
-      "rahmat",
-      "lahir",
-      "pada",
-      "9",
-      "juni",
-      "1987",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan rahmat lahir ___",
-        "answer": "9 juni 1987",
-        "id": "qa_642_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan lahir pada 17 desember 1968 di samarinda",
-    "tokens": [
-      "wawan",
-      "lahir",
-      "pada",
-      "17",
-      "desember",
-      "1968",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa wawan lahir ___",
-        "answer": "17 desember 1968",
-        "id": "qa_643_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia galuh lahir pada 21 agustus 1985 di denpasar",
-    "tokens": [
-      "xenia",
-      "galuh",
-      "lahir",
-      "pada",
-      "21",
-      "agustus",
-      "1985",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa xenia lahir ___",
-        "answer": "21 agustus 1985",
-        "id": "qa_644_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa bayu lahir pada 3 desember 1977 di tasikmalaya",
-    "tokens": [
-      "zulfa",
-      "bayu",
-      "lahir",
-      "pada",
-      "3",
-      "desember",
-      "1977",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan zulfa lahir ___",
-        "answer": "3 desember 1977",
-        "id": "qa_645_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu fauziah lahir pada 28 april 1979 di sukabumi",
-    "tokens": [
-      "bayu",
-      "fauziah",
-      "lahir",
-      "pada",
-      "28",
-      "april",
-      "1979",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sukabumi ___",
-        "answer": "bayu fauziah",
-        "id": "qa_646_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef yosef widodo lahir pada 12 mei 1998 di jayapura",
-    "tokens": [
-      "yosef",
-      "yosef",
-      "widodo",
-      "lahir",
-      "pada",
-      "12",
-      "mei",
-      "1998",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa yosef lahir ___",
-        "answer": "12 mei 1998",
-        "id": "qa_647_q1"
-      }
-    ]
-  },
-  {
-    "context": "putri candra wijaya lahir pada 6 januari 1943 di kupang",
-    "tokens": [
-      "putri",
-      "candra",
-      "wijaya",
-      "lahir",
-      "pada",
-      "6",
-      "januari",
-      "1943",
-      "di",
-      "kupang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kupang ___",
-        "answer": "putri candra wijaya",
-        "id": "qa_648_q1"
-      }
-    ]
-  },
-  {
-    "context": "agus lahir pada 22 juli 1999 di ambon",
-    "tokens": ["agus", "lahir", "pada", "22", "juli", "1999", "di", "ambon"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di ambon ___",
-        "answer": "agus",
-        "id": "qa_649_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra ayuningtyas lahir pada 27 mei 1981 di cirebon",
-    "tokens": [
-      "candra",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "27",
-      "mei",
-      "1981",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cirebon ___",
-        "answer": "candra ayuningtyas",
-        "id": "qa_650_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa hermawan lahir pada 26 januari 1966 di denpasar",
-    "tokens": [
-      "zulfa",
-      "hermawan",
-      "lahir",
-      "pada",
-      "26",
-      "januari",
-      "1966",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di denpasar ___",
-        "answer": "zulfa hermawan",
-        "id": "qa_651_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain firmansyah lahir pada 10 februari 1973 di magelang",
-    "tokens": [
-      "zain",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "10",
-      "februari",
-      "1973",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan zain lahir ___",
-        "answer": "10 februari 1973",
-        "id": "qa_652_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila gina saputri lahir pada 3 maret 2006 di samarinda",
-    "tokens": [
-      "laila",
-      "gina",
-      "saputri",
-      "lahir",
-      "pada",
-      "3",
-      "maret",
-      "2006",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di samarinda ___",
-        "answer": "laila gina saputri",
-        "id": "qa_653_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain budi arto lahir pada 21 november 1980 di medan",
-    "tokens": [
-      "zain",
-      "budi",
-      "arto",
-      "lahir",
-      "pada",
-      "21",
-      "november",
-      "1980",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zain lahir ___",
-        "answer": "medan",
-        "id": "qa_654_q1"
-      }
-    ]
-  },
-  {
-    "context": "opik lahir pada 28 agustus 1944 di bekasi",
-    "tokens": [
-      "opik",
-      "lahir",
-      "pada",
-      "28",
-      "agustus",
-      "1944",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bekasi ___",
-        "answer": "opik",
-        "id": "qa_655_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina lahir pada 18 juli 2006 di serang",
-    "tokens": ["vina", "lahir", "pada", "18", "juli", "2006", "di", "serang"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana vina lahir ___",
-        "answer": "serang",
-        "id": "qa_656_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya dewi lahir pada 24 desember 1963 di semarang",
-    "tokens": [
-      "nadya",
-      "dewi",
-      "lahir",
-      "pada",
-      "24",
-      "desember",
-      "1963",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan nadya lahir ___",
-        "answer": "24 desember 1963",
-        "id": "qa_657_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya nadya rizki lahir pada 1 juli 1967 di salatiga",
-    "tokens": [
-      "surya",
-      "nadya",
-      "rizki",
-      "lahir",
-      "pada",
-      "1",
-      "juli",
-      "1967",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di salatiga ___",
-        "answer": "surya nadya rizki",
-        "id": "qa_658_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa santoso lahir pada 19 oktober 1975 di magelang",
-    "tokens": [
-      "zulfa",
-      "santoso",
-      "lahir",
-      "pada",
-      "19",
-      "oktober",
-      "1975",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di magelang ___",
-        "answer": "zulfa santoso",
-        "id": "qa_659_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat yuliana lahir pada 16 januari 1975 di denpasar",
-    "tokens": [
-      "rahmat",
-      "yuliana",
-      "lahir",
-      "pada",
-      "16",
-      "januari",
-      "1975",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rahmat lahir ___",
-        "answer": "16 januari 1975",
-        "id": "qa_660_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya dewi suryadi lahir pada 23 september 1965 di kediri",
-    "tokens": [
-      "nadya",
-      "dewi",
-      "suryadi",
-      "lahir",
-      "pada",
-      "23",
-      "september",
-      "1965",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nadya lahir ___",
-        "answer": "kediri",
-        "id": "qa_661_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori ramadhan lahir pada 25 maret 1956 di cirebon",
-    "tokens": [
-      "qori",
-      "ramadhan",
-      "lahir",
-      "pada",
-      "25",
-      "maret",
-      "1956",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana qori lahir ___",
-        "answer": "cirebon",
-        "id": "qa_662_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu saputra lahir pada 28 mei 1952 di pekanbaru",
-    "tokens": [
-      "bayu",
-      "saputra",
-      "lahir",
-      "pada",
-      "28",
-      "mei",
-      "1952",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan bayu lahir ___",
-        "answer": "28 mei 1952",
-        "id": "qa_663_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya luthfi fadhilah lahir pada 22 agustus 1995 di palembang",
-    "tokens": [
-      "nadya",
-      "luthfi",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "22",
-      "agustus",
-      "1995",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nadya lahir ___",
-        "answer": "palembang",
-        "id": "qa_664_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa luthfi lahir pada 26 april 2005 di sidoarjo",
-    "tokens": [
-      "khansa",
-      "luthfi",
-      "lahir",
-      "pada",
-      "26",
-      "april",
-      "2005",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sidoarjo ___",
-        "answer": "khansa luthfi",
-        "id": "qa_665_q1"
-      }
-    ]
-  },
-  {
-    "context": "putri laksono lahir pada 2 februari 1979 di gianyar",
-    "tokens": [
-      "putri",
-      "laksono",
-      "lahir",
-      "pada",
-      "2",
-      "februari",
-      "1979",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan putri lahir ___",
-        "answer": "2 februari 1979",
-        "id": "qa_666_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi widodo lahir pada 6 desember 1992 di tegal",
-    "tokens": [
-      "dewi",
-      "widodo",
-      "lahir",
-      "pada",
-      "6",
-      "desember",
-      "1992",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dewi lahir ___",
-        "answer": "6 desember 1992",
-        "id": "qa_667_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu mita firmansyah lahir pada 9 juni 1978 di cilegon",
-    "tokens": [
-      "bayu",
-      "mita",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "9",
-      "juni",
-      "1978",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa bayu lahir ___",
-        "answer": "9 juni 1978",
-        "id": "qa_668_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra nina lahir pada 18 november 1950 di manado",
-    "tokens": [
-      "hendra",
-      "nina",
-      "lahir",
-      "pada",
-      "18",
-      "november",
-      "1950",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hendra lahir ___",
-        "answer": "manado",
-        "id": "qa_669_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania pratama lahir pada 22 november 2008 di serang",
-    "tokens": [
-      "tania",
-      "pratama",
-      "lahir",
-      "pada",
-      "22",
-      "november",
-      "2008",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana tania lahir ___",
-        "answer": "serang",
-        "id": "qa_670_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin lahir pada 21 januari 1999 di jember",
-    "tokens": [
-      "udin",
-      "lahir",
-      "pada",
-      "21",
-      "januari",
-      "1999",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan udin lahir ___",
-        "answer": "21 januari 1999",
-        "id": "qa_671_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya permana lahir pada 2 desember 1998 di sukabumi",
-    "tokens": [
-      "surya",
-      "permana",
-      "lahir",
-      "pada",
-      "2",
-      "desember",
-      "1998",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana surya lahir ___",
-        "answer": "sukabumi",
-        "id": "qa_672_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina dian permana lahir pada 17 september 1943 di bogor",
-    "tokens": [
-      "gina",
-      "dian",
-      "permana",
-      "lahir",
-      "pada",
-      "17",
-      "september",
-      "1943",
-      "di",
-      "bogor"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan gina lahir ___",
-        "answer": "17 september 1943",
-        "id": "qa_673_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi rizki lahir pada 20 juli 1961 di kediri",
-    "tokens": [
-      "pratiwi",
-      "rizki",
-      "lahir",
-      "pada",
-      "20",
-      "juli",
-      "1961",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "pratiwi rizki",
-        "id": "qa_674_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani lahir pada 8 januari 1965 di pontianak",
-    "tokens": [
-      "rani",
-      "lahir",
-      "pada",
-      "8",
-      "januari",
-      "1965",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rani lahir ___",
-        "answer": "8 januari 1965",
-        "id": "qa_675_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia oki lahir pada 25 juli 1951 di cirebon",
-    "tokens": [
-      "xenia",
-      "oki",
-      "lahir",
-      "pada",
-      "25",
-      "juli",
-      "1951",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana xenia lahir ___",
-        "answer": "cirebon",
-        "id": "qa_676_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina umi lahir pada 9 april 1970 di jember",
-    "tokens": [
-      "gina",
-      "umi",
-      "lahir",
-      "pada",
-      "9",
-      "april",
-      "1970",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana gina lahir ___",
-        "answer": "jember",
-        "id": "qa_677_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila lahir pada 9 oktober 1958 di kupang",
-    "tokens": [
-      "laila",
-      "lahir",
-      "pada",
-      "9",
-      "oktober",
-      "1958",
-      "di",
-      "kupang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kupang ___",
-        "answer": "laila",
-        "id": "qa_678_q1"
-      }
-    ]
-  },
-  {
-    "context": "yana mario lahir pada 2 juli 1946 di probolinggo",
-    "tokens": [
-      "yana",
-      "mario",
-      "lahir",
-      "pada",
-      "2",
-      "juli",
-      "1946",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di probolinggo ___",
-        "answer": "yana mario",
-        "id": "qa_679_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat manurung lahir pada 1 februari 2003 di surabaya",
-    "tokens": [
-      "rahmat",
-      "manurung",
-      "lahir",
-      "pada",
-      "1",
-      "februari",
-      "2003",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di surabaya ___",
-        "answer": "rahmat manurung",
-        "id": "qa_680_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain lahir pada 23 juni 1970 di blitar",
-    "tokens": ["zain", "lahir", "pada", "23", "juni", "1970", "di", "blitar"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zain lahir ___",
-        "answer": "blitar",
-        "id": "qa_681_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi wahyudi lahir pada 25 januari 1991 di denpasar",
-    "tokens": [
-      "luthfi",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "25",
-      "januari",
-      "1991",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di denpasar ___",
-        "answer": "luthfi wahyudi",
-        "id": "qa_682_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina khansa martini lahir pada 25 maret 1966 di sidoarjo",
-    "tokens": [
-      "vina",
-      "khansa",
-      "martini",
-      "lahir",
-      "pada",
-      "25",
-      "maret",
-      "1966",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa vina lahir ___",
-        "answer": "25 maret 1966",
-        "id": "qa_683_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya lahir pada 27 november 1985 di mataram",
-    "tokens": [
-      "nadya",
-      "lahir",
-      "pada",
-      "27",
-      "november",
-      "1985",
-      "di",
-      "mataram"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di mataram ___",
-        "answer": "nadya",
-        "id": "qa_684_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef faisal lahir pada 10 november 2004 di jember",
-    "tokens": [
-      "yosef",
-      "faisal",
-      "lahir",
-      "pada",
-      "10",
-      "november",
-      "2004",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yosef lahir ___",
-        "answer": "jember",
-        "id": "qa_685_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa rosadi lahir pada 10 april 1989 di denpasar",
-    "tokens": [
-      "khansa",
-      "rosadi",
-      "lahir",
-      "pada",
-      "10",
-      "april",
-      "1989",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana khansa lahir ___",
-        "answer": "denpasar",
-        "id": "qa_686_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi purnama lahir pada 28 desember 1979 di jakarta",
-    "tokens": [
-      "budi",
-      "purnama",
-      "lahir",
-      "pada",
-      "28",
-      "desember",
-      "1979",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa budi lahir ___",
-        "answer": "28 desember 1979",
-        "id": "qa_687_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain ilham lahir pada 5 desember 1998 di jember",
-    "tokens": [
-      "zain",
-      "ilham",
-      "lahir",
-      "pada",
-      "5",
-      "desember",
-      "1998",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan zain lahir ___",
-        "answer": "5 desember 1998",
-        "id": "qa_688_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan adewi lahir pada 9 november 1987 di solo",
-    "tokens": [
-      "wawan",
-      "adewi",
-      "lahir",
-      "pada",
-      "9",
-      "november",
-      "1987",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana wawan lahir ___",
-        "answer": "solo",
-        "id": "qa_689_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi manurung lahir pada 26 juni 1992 di medan",
-    "tokens": [
-      "budi",
-      "manurung",
-      "lahir",
-      "pada",
-      "26",
-      "juni",
-      "1992",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa budi lahir ___",
-        "answer": "26 juni 1992",
-        "id": "qa_690_q1"
-      }
-    ]
-  },
-  {
-    "context": "putri pratama lahir pada 28 mei 1952 di sukabumi",
-    "tokens": [
-      "putri",
-      "pratama",
-      "lahir",
-      "pada",
-      "28",
-      "mei",
-      "1952",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan putri lahir ___",
-        "answer": "28 mei 1952",
-        "id": "qa_691_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra fauziah lahir pada 5 juni 1957 di makassar",
-    "tokens": [
-      "hendra",
-      "fauziah",
-      "lahir",
-      "pada",
-      "5",
-      "juni",
-      "1957",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hendra lahir ___",
-        "answer": "makassar",
-        "id": "qa_692_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra putri anggraini lahir pada 2 maret 1963 di medan",
-    "tokens": [
-      "citra",
-      "putri",
-      "anggraini",
-      "lahir",
-      "pada",
-      "2",
-      "maret",
-      "1963",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di medan ___",
-        "answer": "citra putri anggraini",
-        "id": "qa_693_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat gina ardiansyah lahir pada 11 desember 1940 di mataram",
-    "tokens": [
-      "rahmat",
-      "gina",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "11",
-      "desember",
-      "1940",
-      "di",
-      "mataram"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rahmat lahir ___",
-        "answer": "mataram",
-        "id": "qa_694_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi joko wibowo lahir pada 16 februari 1951 di gianyar",
-    "tokens": [
-      "dewi",
-      "joko",
-      "wibowo",
-      "lahir",
-      "pada",
-      "16",
-      "februari",
-      "1951",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dewi lahir ___",
-        "answer": "16 februari 1951",
-        "id": "qa_695_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat firmansyah lahir pada 5 agustus 1971 di magelang",
-    "tokens": [
-      "rahmat",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "5",
-      "agustus",
-      "1971",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rahmat lahir ___",
-        "answer": "magelang",
-        "id": "qa_696_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat hermawan lahir pada 12 januari 1981 di magelang",
-    "tokens": [
-      "rahmat",
-      "hermawan",
-      "lahir",
-      "pada",
-      "12",
-      "januari",
-      "1981",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rahmat lahir ___",
-        "answer": "magelang",
-        "id": "qa_697_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya wahyudi lahir pada 7 mei 1997 di makassar",
-    "tokens": [
-      "surya",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "7",
-      "mei",
-      "1997",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana surya lahir ___",
-        "answer": "makassar",
-        "id": "qa_698_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa ayuningtyas lahir pada 3 november 2002 di tasikmalaya",
-    "tokens": [
-      "zulfa",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "3",
-      "november",
-      "2002",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan zulfa lahir ___",
-        "answer": "3 november 2002",
-        "id": "qa_699_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia saputri lahir pada 19 agustus 2001 di jember",
-    "tokens": [
-      "xenia",
-      "saputri",
-      "lahir",
-      "pada",
-      "19",
-      "agustus",
-      "2001",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana xenia lahir ___",
-        "answer": "jember",
-        "id": "qa_700_q1"
-      }
-    ]
-  },
-  {
-    "context": "wahyu santoso lahir pada 1 juli 1995 di makassar",
-    "tokens": [
-      "wahyu",
-      "santoso",
-      "lahir",
-      "pada",
-      "1",
-      "juli",
-      "1995",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa wahyu lahir ___",
-        "answer": "1 juli 1995",
-        "id": "qa_701_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan lahir pada 7 januari 2010 di bogor",
-    "tokens": [
-      "farhan",
-      "lahir",
-      "pada",
-      "7",
-      "januari",
-      "2010",
-      "di",
-      "bogor"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana farhan lahir ___",
-        "answer": "bogor",
-        "id": "qa_702_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario maulana lahir pada 10 februari 1942 di sidoarjo",
-    "tokens": [
-      "mario",
-      "maulana",
-      "lahir",
-      "pada",
-      "10",
-      "februari",
-      "1942",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa mario lahir ___",
-        "answer": "10 februari 1942",
-        "id": "qa_703_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal lahir pada 15 april 1984 di tasikmalaya",
-    "tokens": [
-      "faisal",
-      "lahir",
-      "pada",
-      "15",
-      "april",
-      "1984",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tasikmalaya ___",
-        "answer": "faisal",
-        "id": "qa_704_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan utama lahir pada 22 oktober 1946 di bogor",
-    "tokens": [
-      "farhan",
-      "utama",
-      "lahir",
-      "pada",
-      "22",
-      "oktober",
-      "1946",
-      "di",
-      "bogor"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa farhan lahir ___",
-        "answer": "22 oktober 1946",
-        "id": "qa_705_q1"
-      }
-    ]
-  },
-  {
-    "context": "agus lahir pada 17 oktober 1972 di ambon",
-    "tokens": ["agus", "lahir", "pada", "17", "oktober", "1972", "di", "ambon"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa agus lahir ___",
-        "answer": "17 oktober 1972",
-        "id": "qa_706_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario bayu arto lahir pada 10 agustus 1943 di padang",
-    "tokens": [
-      "mario",
-      "bayu",
-      "arto",
-      "lahir",
-      "pada",
-      "10",
-      "agustus",
-      "1943",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa mario lahir ___",
-        "answer": "10 agustus 1943",
-        "id": "qa_707_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi citra anggraini lahir pada 3 desember 1996 di medan",
-    "tokens": [
-      "dewi",
-      "citra",
-      "anggraini",
-      "lahir",
-      "pada",
-      "3",
-      "desember",
-      "1996",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di medan ___",
-        "answer": "dewi citra anggraini",
-        "id": "qa_708_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania candra wibowo lahir pada 26 februari 2009 di sukabumi",
-    "tokens": [
-      "tania",
-      "candra",
-      "wibowo",
-      "lahir",
-      "pada",
-      "26",
-      "februari",
-      "2009",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan tania lahir ___",
-        "answer": "26 februari 2009",
-        "id": "qa_709_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita wibowo lahir pada 24 januari 2001 di kediri",
-    "tokens": [
-      "mita",
-      "wibowo",
-      "lahir",
-      "pada",
-      "24",
-      "januari",
-      "2001",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mita lahir ___",
-        "answer": "24 januari 2001",
-        "id": "qa_710_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya manurung lahir pada 1 maret 1983 di gianyar",
-    "tokens": [
-      "surya",
-      "manurung",
-      "lahir",
-      "pada",
-      "1",
-      "maret",
-      "1983",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan surya lahir ___",
-        "answer": "1 maret 1983",
-        "id": "qa_711_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra lahir pada 19 agustus 1945 di makassar",
-    "tokens": [
-      "citra",
-      "lahir",
-      "pada",
-      "19",
-      "agustus",
-      "1945",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa citra lahir ___",
-        "answer": "19 agustus 1945",
-        "id": "qa_712_q1"
-      }
-    ]
-  },
-  {
-    "context": "yana surya fadhilah lahir pada 28 oktober 2007 di yogyakarta",
-    "tokens": [
-      "yana",
-      "surya",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "28",
-      "oktober",
-      "2007",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa yana lahir ___",
-        "answer": "28 oktober 2007",
-        "id": "qa_713_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia adewi lahir pada 25 november 1953 di jayapura",
-    "tokens": [
-      "xenia",
-      "adewi",
-      "lahir",
-      "pada",
-      "25",
-      "november",
-      "1953",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa xenia lahir ___",
-        "answer": "25 november 1953",
-        "id": "qa_714_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef lahir pada 28 februari 1985 di jakarta",
-    "tokens": [
-      "yosef",
-      "lahir",
-      "pada",
-      "28",
-      "februari",
-      "1985",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yosef lahir ___",
-        "answer": "jakarta",
-        "id": "qa_715_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra lahir pada 8 juli 1994 di surabaya",
-    "tokens": [
-      "candra",
-      "lahir",
-      "pada",
-      "8",
-      "juli",
-      "1994",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan candra lahir ___",
-        "answer": "8 juli 1994",
-        "id": "qa_716_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina lahir pada 22 oktober 2009 di sukabumi",
-    "tokens": [
-      "gina",
-      "lahir",
-      "pada",
-      "22",
-      "oktober",
-      "2009",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana gina lahir ___",
-        "answer": "sukabumi",
-        "id": "qa_717_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi handayani lahir pada 26 juni 1984 di banjarmasin",
-    "tokens": [
-      "umi",
-      "handayani",
-      "lahir",
-      "pada",
-      "26",
-      "juni",
-      "1984",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa umi lahir ___",
-        "answer": "26 juni 1984",
-        "id": "qa_718_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki santoso lahir pada 1 februari 2000 di denpasar",
-    "tokens": [
-      "kiki",
-      "santoso",
-      "lahir",
-      "pada",
-      "1",
-      "februari",
-      "2000",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana kiki lahir ___",
-        "answer": "denpasar",
-        "id": "qa_719_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani pratama lahir pada 7 juni 1973 di purwokerto",
-    "tokens": [
-      "rani",
-      "pratama",
-      "lahir",
-      "pada",
-      "7",
-      "juni",
-      "1973",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di purwokerto ___",
-        "answer": "rani pratama",
-        "id": "qa_720_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari nugroho lahir pada 16 agustus 1980 di palembang",
-    "tokens": [
-      "hari",
-      "nugroho",
-      "lahir",
-      "pada",
-      "16",
-      "agustus",
-      "1980",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan hari lahir ___",
-        "answer": "16 agustus 1980",
-        "id": "qa_721_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita bayu rosadi lahir pada 27 februari 1963 di magelang",
-    "tokens": [
-      "mita",
-      "bayu",
-      "rosadi",
-      "lahir",
-      "pada",
-      "27",
-      "februari",
-      "1963",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mita lahir ___",
-        "answer": "27 februari 1963",
-        "id": "qa_722_q1"
-      }
-    ]
-  },
-  {
-    "context": "opik lahir pada 12 april 1986 di blitar",
-    "tokens": ["opik", "lahir", "pada", "12", "april", "1986", "di", "blitar"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa opik lahir ___",
-        "answer": "12 april 1986",
-        "id": "qa_723_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina hidayat lahir pada 7 juni 1979 di depok",
-    "tokens": [
-      "vina",
-      "hidayat",
-      "lahir",
-      "pada",
-      "7",
-      "juni",
-      "1979",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan vina lahir ___",
-        "answer": "7 juni 1979",
-        "id": "qa_724_q1"
-      }
-    ]
-  },
-  {
-    "context": "citra purnama lahir pada 12 maret 1968 di semarang",
-    "tokens": [
-      "citra",
-      "purnama",
-      "lahir",
-      "pada",
-      "12",
-      "maret",
-      "1968",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana citra lahir ___",
-        "answer": "semarang",
-        "id": "qa_725_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain manurung lahir pada 7 november 1962 di depok",
-    "tokens": [
-      "zain",
-      "manurung",
-      "lahir",
-      "pada",
-      "7",
-      "november",
-      "1962",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di depok ___",
-        "answer": "zain manurung",
-        "id": "qa_726_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila pratama lahir pada 4 juli 1966 di jember",
-    "tokens": [
-      "laila",
-      "pratama",
-      "lahir",
-      "pada",
-      "4",
-      "juli",
-      "1966",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jember ___",
-        "answer": "laila pratama",
-        "id": "qa_727_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi adewi lahir pada 6 juli 1973 di sidoarjo",
-    "tokens": [
-      "dewi",
-      "adewi",
-      "lahir",
-      "pada",
-      "6",
-      "juli",
-      "1973",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dewi lahir ___",
-        "answer": "6 juli 1973",
-        "id": "qa_728_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat dewi lahir pada 28 oktober 1941 di bekasi",
-    "tokens": [
-      "rahmat",
-      "dewi",
-      "lahir",
-      "pada",
-      "28",
-      "oktober",
-      "1941",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bekasi ___",
-        "answer": "rahmat dewi",
-        "id": "qa_729_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori siregar lahir pada 6 januari 1942 di bekasi",
-    "tokens": [
-      "qori",
-      "siregar",
-      "lahir",
-      "pada",
-      "6",
-      "januari",
-      "1942",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana qori lahir ___",
-        "answer": "bekasi",
-        "id": "qa_730_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa siregar lahir pada 21 januari 1990 di ambon",
-    "tokens": [
-      "zulfa",
-      "siregar",
-      "lahir",
-      "pada",
-      "21",
-      "januari",
-      "1990",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di ambon ___",
-        "answer": "zulfa siregar",
-        "id": "qa_731_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi sari lahir pada 8 juni 1991 di magelang",
-    "tokens": [
-      "umi",
-      "sari",
-      "lahir",
-      "pada",
-      "8",
-      "juni",
-      "1991",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di magelang ___",
-        "answer": "umi sari",
-        "id": "qa_732_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki febrianto lahir pada 18 agustus 1985 di mataram",
-    "tokens": [
-      "kiki",
-      "febrianto",
-      "lahir",
-      "pada",
-      "18",
-      "agustus",
-      "1985",
-      "di",
-      "mataram"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana kiki lahir ___",
-        "answer": "mataram",
-        "id": "qa_733_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi wawan indrawan lahir pada 24 september 1953 di cilegon",
-    "tokens": [
-      "budi",
-      "wawan",
-      "indrawan",
-      "lahir",
-      "pada",
-      "24",
-      "september",
-      "1953",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cilegon ___",
-        "answer": "budi wawan indrawan",
-        "id": "qa_734_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian rizki lahir pada 4 agustus 2003 di tegal",
-    "tokens": [
-      "dian",
-      "rizki",
-      "lahir",
-      "pada",
-      "4",
-      "agustus",
-      "2003",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tegal ___",
-        "answer": "dian rizki",
-        "id": "qa_735_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania lahir pada 26 november 1964 di solo",
-    "tokens": [
-      "tania",
-      "lahir",
-      "pada",
-      "26",
-      "november",
-      "1964",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa tania lahir ___",
-        "answer": "26 november 1964",
-        "id": "qa_736_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario fauziah lahir pada 12 mei 1947 di surabaya",
-    "tokens": [
-      "mario",
-      "fauziah",
-      "lahir",
-      "pada",
-      "12",
-      "mei",
-      "1947",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mario lahir ___",
-        "answer": "12 mei 1947",
-        "id": "qa_737_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila pratama lahir pada 11 april 1948 di padang",
-    "tokens": [
-      "laila",
-      "pratama",
-      "lahir",
-      "pada",
-      "11",
-      "april",
-      "1948",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana laila lahir ___",
-        "answer": "padang",
-        "id": "qa_738_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi lahir pada 12 april 1994 di medan",
-    "tokens": ["budi", "lahir", "pada", "12", "april", "1994", "di", "medan"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana budi lahir ___",
-        "answer": "medan",
-        "id": "qa_739_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat opik rizki lahir pada 19 april 1999 di pontianak",
-    "tokens": [
-      "rahmat",
-      "opik",
-      "rizki",
-      "lahir",
-      "pada",
-      "19",
-      "april",
-      "1999",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana rahmat lahir ___",
-        "answer": "pontianak",
-        "id": "qa_740_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra susanto lahir pada 11 november 1966 di banjarmasin",
-    "tokens": [
-      "candra",
-      "susanto",
-      "lahir",
-      "pada",
-      "11",
-      "november",
-      "1966",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di banjarmasin ___",
-        "answer": "candra susanto",
-        "id": "qa_741_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin ernita lahir pada 15 juli 1981 di samarinda",
-    "tokens": [
-      "udin",
-      "ernita",
-      "lahir",
-      "pada",
-      "15",
-      "juli",
-      "1981",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana udin lahir ___",
-        "answer": "samarinda",
-        "id": "qa_742_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina maulana lahir pada 3 mei 1964 di makassar",
-    "tokens": [
-      "nina",
-      "maulana",
-      "lahir",
-      "pada",
-      "3",
-      "mei",
-      "1964",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di makassar ___",
-        "answer": "nina maulana",
-        "id": "qa_743_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal hari santoso lahir pada 5 maret 1987 di sidoarjo",
-    "tokens": [
-      "faisal",
-      "hari",
-      "santoso",
-      "lahir",
-      "pada",
-      "5",
-      "maret",
-      "1987",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan faisal lahir ___",
-        "answer": "5 maret 1987",
-        "id": "qa_744_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario lahir pada 13 februari 1959 di kendari",
-    "tokens": [
-      "mario",
-      "lahir",
-      "pada",
-      "13",
-      "februari",
-      "1959",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa mario lahir ___",
-        "answer": "13 februari 1959",
-        "id": "qa_745_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya firmansyah lahir pada 22 februari 2009 di tasikmalaya",
-    "tokens": [
-      "aditya",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "22",
-      "februari",
-      "2009",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di tasikmalaya ___",
-        "answer": "aditya firmansyah",
-        "id": "qa_746_q1"
-      }
-    ]
-  },
-  {
-    "context": "zain putra lahir pada 11 januari 1987 di padang",
-    "tokens": [
-      "zain",
-      "putra",
-      "lahir",
-      "pada",
-      "11",
-      "januari",
-      "1987",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di padang ___",
-        "answer": "zain putra",
-        "id": "qa_747_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki setiawan lahir pada 6 maret 1946 di malang",
-    "tokens": [
-      "oki",
-      "setiawan",
-      "lahir",
-      "pada",
-      "6",
-      "maret",
-      "1946",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa oki lahir ___",
-        "answer": "6 maret 1946",
-        "id": "qa_748_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi manurung lahir pada 11 agustus 1989 di kendari",
-    "tokens": [
-      "budi",
-      "manurung",
-      "lahir",
-      "pada",
-      "11",
-      "agustus",
-      "1989",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana budi lahir ___",
-        "answer": "kendari",
-        "id": "qa_749_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila siregar lahir pada 13 juni 1975 di blitar",
-    "tokens": [
-      "laila",
-      "siregar",
-      "lahir",
-      "pada",
-      "13",
-      "juni",
-      "1975",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di blitar ___",
-        "answer": "laila siregar",
-        "id": "qa_750_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan udin setiawan lahir pada 7 maret 1992 di palembang",
-    "tokens": [
-      "farhan",
-      "udin",
-      "setiawan",
-      "lahir",
-      "pada",
-      "7",
-      "maret",
-      "1992",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa farhan lahir ___",
-        "answer": "7 maret 1992",
-        "id": "qa_751_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori sukma lahir pada 13 mei 1960 di probolinggo",
-    "tokens": [
-      "qori",
-      "sukma",
-      "lahir",
-      "pada",
-      "13",
-      "mei",
-      "1960",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa qori lahir ___",
-        "answer": "13 mei 1960",
-        "id": "qa_752_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila permana lahir pada 6 mei 1954 di palembang",
-    "tokens": [
-      "laila",
-      "permana",
-      "lahir",
-      "pada",
-      "6",
-      "mei",
-      "1954",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa laila lahir ___",
-        "answer": "6 mei 1954",
-        "id": "qa_753_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan farhan indrawan lahir pada 15 februari 1942 di tasikmalaya",
-    "tokens": [
-      "wawan",
-      "farhan",
-      "indrawan",
-      "lahir",
-      "pada",
-      "15",
-      "februari",
-      "1942",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan wawan lahir ___",
-        "answer": "15 februari 1942",
-        "id": "qa_754_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa lahir pada 18 mei 2007 di kupang",
-    "tokens": ["zulfa", "lahir", "pada", "18", "mei", "2007", "di", "kupang"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa zulfa lahir ___",
-        "answer": "18 mei 2007",
-        "id": "qa_755_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita oki martini lahir pada 15 april 1992 di manado",
-    "tokens": [
-      "mita",
-      "oki",
-      "martini",
-      "lahir",
-      "pada",
-      "15",
-      "april",
-      "1992",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di manado ___",
-        "answer": "mita oki martini",
-        "id": "qa_756_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki candra lahir pada 12 mei 2006 di kendari",
-    "tokens": [
-      "oki",
-      "candra",
-      "lahir",
-      "pada",
-      "12",
-      "mei",
-      "2006",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan oki lahir ___",
-        "answer": "12 mei 2006",
-        "id": "qa_757_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi laksono lahir pada 14 desember 1979 di sukabumi",
-    "tokens": [
-      "dewi",
-      "laksono",
-      "lahir",
-      "pada",
-      "14",
-      "desember",
-      "1979",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sukabumi ___",
-        "answer": "dewi laksono",
-        "id": "qa_758_q1"
-      }
-    ]
-  },
-  {
-    "context": "joni wahyu lahir pada 11 juli 1983 di jayapura",
-    "tokens": [
-      "joni",
-      "wahyu",
-      "lahir",
-      "pada",
-      "11",
-      "juli",
-      "1983",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jayapura ___",
-        "answer": "joni wahyu",
-        "id": "qa_759_q1"
-      }
-    ]
-  },
-  {
-    "context": "wahyu manurung lahir pada 18 februari 2010 di cirebon",
-    "tokens": [
-      "wahyu",
-      "manurung",
-      "lahir",
-      "pada",
-      "18",
-      "februari",
-      "2010",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana wahyu lahir ___",
-        "answer": "cirebon",
-        "id": "qa_760_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko kurniawan lahir pada 19 april 1987 di gianyar",
-    "tokens": [
-      "joko",
-      "kurniawan",
-      "lahir",
-      "pada",
-      "19",
-      "april",
-      "1987",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joko lahir ___",
-        "answer": "19 april 1987",
-        "id": "qa_761_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita pambudi lahir pada 18 juli 1974 di probolinggo",
-    "tokens": [
-      "mita",
-      "pambudi",
-      "lahir",
-      "pada",
-      "18",
-      "juli",
-      "1974",
-      "di",
-      "probolinggo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mita lahir ___",
-        "answer": "18 juli 1974",
-        "id": "qa_762_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina budi lahir pada 15 oktober 1957 di bekasi",
-    "tokens": [
-      "nina",
-      "budi",
-      "lahir",
-      "pada",
-      "15",
-      "oktober",
-      "1957",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan nina lahir ___",
-        "answer": "15 oktober 1957",
-        "id": "qa_763_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin fadhilah lahir pada 14 agustus 1977 di serang",
-    "tokens": [
-      "udin",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "14",
-      "agustus",
-      "1977",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana udin lahir ___",
-        "answer": "serang",
-        "id": "qa_764_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef ardiansyah lahir pada 27 agustus 1961 di bandung",
-    "tokens": [
-      "yosef",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "27",
-      "agustus",
-      "1961",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bandung ___",
-        "answer": "yosef ardiansyah",
-        "id": "qa_765_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia lahir pada 5 maret 1960 di blitar",
-    "tokens": ["xenia", "lahir", "pada", "5", "maret", "1960", "di", "blitar"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa xenia lahir ___",
-        "answer": "5 maret 1960",
-        "id": "qa_766_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh sukma lahir pada 13 agustus 1990 di palembang",
-    "tokens": [
-      "galuh",
-      "sukma",
-      "lahir",
-      "pada",
-      "13",
-      "agustus",
-      "1990",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana galuh lahir ___",
-        "answer": "palembang",
-        "id": "qa_767_q1"
-      }
-    ]
-  },
-  {
-    "context": "intan sari anggraini lahir pada 16 januari 1965 di makassar",
-    "tokens": [
-      "intan",
-      "sari",
-      "anggraini",
-      "lahir",
-      "pada",
-      "16",
-      "januari",
-      "1965",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana intan lahir ___",
-        "answer": "makassar",
-        "id": "qa_768_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki lahir pada 21 januari 1953 di mataram",
-    "tokens": [
-      "kiki",
-      "lahir",
-      "pada",
-      "21",
-      "januari",
-      "1953",
-      "di",
-      "mataram"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa kiki lahir ___",
-        "answer": "21 januari 1953",
-        "id": "qa_769_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra lahir pada 15 juni 1985 di kendari",
-    "tokens": [
-      "hendra",
-      "lahir",
-      "pada",
-      "15",
-      "juni",
-      "1985",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa hendra lahir ___",
-        "answer": "15 juni 1985",
-        "id": "qa_770_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh khansa utama lahir pada 15 juli 1960 di bekasi",
-    "tokens": [
-      "teguh",
-      "khansa",
-      "utama",
-      "lahir",
-      "pada",
-      "15",
-      "juli",
-      "1960",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan teguh lahir ___",
-        "answer": "15 juli 1960",
-        "id": "qa_771_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania wibowo lahir pada 18 juli 1943 di gianyar",
-    "tokens": [
-      "tania",
-      "wibowo",
-      "lahir",
-      "pada",
-      "18",
-      "juli",
-      "1943",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan tania lahir ___",
-        "answer": "18 juli 1943",
-        "id": "qa_772_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori kurniawan lahir pada 22 agustus 1997 di magelang",
-    "tokens": [
-      "qori",
-      "kurniawan",
-      "lahir",
-      "pada",
-      "22",
-      "agustus",
-      "1997",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa qori lahir ___",
-        "answer": "22 agustus 1997",
-        "id": "qa_773_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal purnama lahir pada 10 mei 1962 di pontianak",
-    "tokens": [
-      "faisal",
-      "purnama",
-      "lahir",
-      "pada",
-      "10",
-      "mei",
-      "1962",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pontianak ___",
-        "answer": "faisal purnama",
-        "id": "qa_774_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki wahyudi lahir pada 15 juli 1946 di padang",
-    "tokens": [
-      "oki",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "15",
-      "juli",
-      "1946",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan oki lahir ___",
-        "answer": "15 juli 1946",
-        "id": "qa_775_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki lahir pada 12 januari 1945 di jayapura",
-    "tokens": [
-      "kiki",
-      "lahir",
-      "pada",
-      "12",
-      "januari",
-      "1945",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jayapura ___",
-        "answer": "kiki",
-        "id": "qa_776_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina rani lahir pada 12 april 1962 di palembang",
-    "tokens": [
-      "vina",
-      "rani",
-      "lahir",
-      "pada",
-      "12",
-      "april",
-      "1962",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana vina lahir ___",
-        "answer": "palembang",
-        "id": "qa_777_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori lahir pada 5 mei 2008 di pekanbaru",
-    "tokens": ["qori", "lahir", "pada", "5", "mei", "2008", "di", "pekanbaru"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pekanbaru ___",
-        "answer": "qori",
-        "id": "qa_778_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari ardiansyah lahir pada 26 januari 1950 di kediri",
-    "tokens": [
-      "hari",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "26",
-      "januari",
-      "1950",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "hari ardiansyah",
-        "id": "qa_779_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi bayu widodo lahir pada 18 desember 1991 di samarinda",
-    "tokens": [
-      "luthfi",
-      "bayu",
-      "widodo",
-      "lahir",
-      "pada",
-      "18",
-      "desember",
-      "1991",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan luthfi lahir ___",
-        "answer": "18 desember 1991",
-        "id": "qa_780_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh lahir pada 9 juni 2007 di tasikmalaya",
-    "tokens": [
-      "galuh",
-      "lahir",
-      "pada",
-      "9",
-      "juni",
-      "2007",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa galuh lahir ___",
-        "answer": "9 juni 2007",
-        "id": "qa_781_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin lahir pada 6 september 1971 di jakarta",
-    "tokens": [
-      "udin",
-      "lahir",
-      "pada",
-      "6",
-      "september",
-      "1971",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jakarta ___",
-        "answer": "udin",
-        "id": "qa_782_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario rachman lahir pada 24 desember 1954 di surabaya",
-    "tokens": [
-      "mario",
-      "rachman",
-      "lahir",
-      "pada",
-      "24",
-      "desember",
-      "1954",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa mario lahir ___",
-        "answer": "24 desember 1954",
-        "id": "qa_783_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi lahir pada 4 september 1976 di makassar",
-    "tokens": [
-      "umi",
-      "lahir",
-      "pada",
-      "4",
-      "september",
-      "1976",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di makassar ___",
-        "answer": "umi",
-        "id": "qa_784_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko tania lahir pada 11 februari 1964 di sidoarjo",
-    "tokens": [
-      "joko",
-      "tania",
-      "lahir",
-      "pada",
-      "11",
-      "februari",
-      "1964",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joko lahir ___",
-        "answer": "11 februari 1964",
-        "id": "qa_785_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh kurniawan lahir pada 6 maret 2006 di sukabumi",
-    "tokens": [
-      "galuh",
-      "kurniawan",
-      "lahir",
-      "pada",
-      "6",
-      "maret",
-      "2006",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sukabumi ___",
-        "answer": "galuh kurniawan",
-        "id": "qa_786_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari anggraini lahir pada 27 maret 1950 di bandung",
-    "tokens": [
-      "hari",
-      "anggraini",
-      "lahir",
-      "pada",
-      "27",
-      "maret",
-      "1950",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hari lahir ___",
-        "answer": "bandung",
-        "id": "qa_787_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya tania lahir pada 22 oktober 1981 di surabaya",
-    "tokens": [
-      "aditya",
-      "tania",
-      "lahir",
-      "pada",
-      "22",
-      "oktober",
-      "1981",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di surabaya ___",
-        "answer": "aditya tania",
-        "id": "qa_788_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia lahir pada 23 september 1988 di cirebon",
-    "tokens": [
-      "xenia",
-      "lahir",
-      "pada",
-      "23",
-      "september",
-      "1988",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan xenia lahir ___",
-        "answer": "23 september 1988",
-        "id": "qa_789_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan lahir pada 11 maret 1954 di cilegon",
-    "tokens": [
-      "farhan",
-      "lahir",
-      "pada",
-      "11",
-      "maret",
-      "1954",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa farhan lahir ___",
-        "answer": "11 maret 1954",
-        "id": "qa_790_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita siregar lahir pada 19 juli 1983 di purwokerto",
-    "tokens": [
-      "mita",
-      "siregar",
-      "lahir",
-      "pada",
-      "19",
-      "juli",
-      "1983",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana mita lahir ___",
-        "answer": "purwokerto",
-        "id": "qa_791_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh permana lahir pada 13 januari 1984 di sidoarjo",
-    "tokens": [
-      "galuh",
-      "permana",
-      "lahir",
-      "pada",
-      "13",
-      "januari",
-      "1984",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa galuh lahir ___",
-        "answer": "13 januari 1984",
-        "id": "qa_792_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari widodo lahir pada 22 februari 1948 di cirebon",
-    "tokens": [
-      "sari",
-      "widodo",
-      "lahir",
-      "pada",
-      "22",
-      "februari",
-      "1948",
-      "di",
-      "cirebon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa sari lahir ___",
-        "answer": "22 februari 1948",
-        "id": "qa_793_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina adewi lahir pada 6 april 1944 di solo",
-    "tokens": [
-      "vina",
-      "adewi",
-      "lahir",
-      "pada",
-      "6",
-      "april",
-      "1944",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di solo ___",
-        "answer": "vina adewi",
-        "id": "qa_794_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita lahir pada 28 februari 1967 di serang",
-    "tokens": [
-      "mita",
-      "lahir",
-      "pada",
-      "28",
-      "februari",
-      "1967",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di serang ___",
-        "answer": "mita",
-        "id": "qa_795_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya joko nugroho lahir pada 24 februari 2010 di solo",
-    "tokens": [
-      "aditya",
-      "joko",
-      "nugroho",
-      "lahir",
-      "pada",
-      "24",
-      "februari",
-      "2010",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa aditya lahir ___",
-        "answer": "24 februari 2010",
-        "id": "qa_796_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita fadhilah lahir pada 16 mei 2002 di bekasi",
-    "tokens": [
-      "mita",
-      "fadhilah",
-      "lahir",
-      "pada",
-      "16",
-      "mei",
-      "2002",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana mita lahir ___",
-        "answer": "bekasi",
-        "id": "qa_797_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko zulfa rachman lahir pada 18 maret 1970 di mataram",
-    "tokens": [
-      "joko",
-      "zulfa",
-      "rachman",
-      "lahir",
-      "pada",
-      "18",
-      "maret",
-      "1970",
-      "di",
-      "mataram"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana joko lahir ___",
-        "answer": "mataram",
-        "id": "qa_798_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu citra nugroho lahir pada 3 maret 1964 di blitar",
-    "tokens": [
-      "bayu",
-      "citra",
-      "nugroho",
-      "lahir",
-      "pada",
-      "3",
-      "maret",
-      "1964",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana bayu lahir ___",
-        "answer": "blitar",
-        "id": "qa_799_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef lahir pada 25 maret 1983 di manado",
-    "tokens": ["yosef", "lahir", "pada", "25", "maret", "1983", "di", "manado"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yosef lahir ___",
-        "answer": "manado",
-        "id": "qa_800_q1"
-      }
-    ]
-  },
-  {
-    "context": "mario lahir pada 27 juni 1974 di palembang",
-    "tokens": [
-      "mario",
-      "lahir",
-      "pada",
-      "27",
-      "juni",
-      "1974",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana mario lahir ___",
-        "answer": "palembang",
-        "id": "qa_801_q1"
-      }
-    ]
-  },
-  {
-    "context": "vivin wahyu arto lahir pada 25 agustus 1992 di blitar",
-    "tokens": [
-      "vivin",
-      "wahyu",
-      "arto",
-      "lahir",
-      "pada",
-      "25",
-      "agustus",
-      "1992",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan vivin lahir ___",
-        "answer": "25 agustus 1992",
-        "id": "qa_802_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian hidayat lahir pada 27 maret 1957 di surabaya",
-    "tokens": [
-      "dian",
-      "hidayat",
-      "lahir",
-      "pada",
-      "27",
-      "maret",
-      "1957",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di surabaya ___",
-        "answer": "dian hidayat",
-        "id": "qa_803_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi rizki lahir pada 26 agustus 2010 di purwokerto",
-    "tokens": [
-      "dewi",
-      "rizki",
-      "lahir",
-      "pada",
-      "26",
-      "agustus",
-      "2010",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di purwokerto ___",
-        "answer": "dewi rizki",
-        "id": "qa_804_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita utama lahir pada 28 juni 1991 di pekanbaru",
-    "tokens": [
-      "ernita",
-      "utama",
-      "lahir",
-      "pada",
-      "28",
-      "juni",
-      "1991",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di pekanbaru ___",
-        "answer": "ernita utama",
-        "id": "qa_805_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi faisal firmansyah lahir pada 14 april 1981 di magelang",
-    "tokens": [
-      "pratiwi",
-      "faisal",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "14",
-      "april",
-      "1981",
-      "di",
-      "magelang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di magelang ___",
-        "answer": "pratiwi faisal firmansyah",
-        "id": "qa_806_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia wibowo lahir pada 3 juni 2001 di kediri",
-    "tokens": [
-      "xenia",
-      "wibowo",
-      "lahir",
-      "pada",
-      "3",
-      "juni",
-      "2001",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "xenia wibowo",
-        "id": "qa_807_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani maulana lahir pada 23 april 1952 di jember",
-    "tokens": [
-      "rani",
-      "maulana",
-      "lahir",
-      "pada",
-      "23",
-      "april",
-      "1952",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa rani lahir ___",
-        "answer": "23 april 1952",
-        "id": "qa_808_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari sari susanto lahir pada 15 mei 1984 di kediri",
-    "tokens": [
-      "hari",
-      "sari",
-      "susanto",
-      "lahir",
-      "pada",
-      "15",
-      "mei",
-      "1984",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hari lahir ___",
-        "answer": "kediri",
-        "id": "qa_809_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya puspitasari lahir pada 8 september 1995 di semarang",
-    "tokens": [
-      "surya",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "8",
-      "september",
-      "1995",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di semarang ___",
-        "answer": "surya puspitasari",
-        "id": "qa_810_q1"
-      }
-    ]
-  },
-  {
-    "context": "wahyu permana lahir pada 16 november 1988 di bandung",
-    "tokens": [
-      "wahyu",
-      "permana",
-      "lahir",
-      "pada",
-      "16",
-      "november",
-      "1988",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bandung ___",
-        "answer": "wahyu permana",
-        "id": "qa_811_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina ayuningtyas lahir pada 17 juli 1962 di pekanbaru",
-    "tokens": [
-      "vina",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "17",
-      "juli",
-      "1962",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan vina lahir ___",
-        "answer": "17 juli 1962",
-        "id": "qa_812_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh mita widodo lahir pada 25 februari 1979 di pontianak",
-    "tokens": [
-      "teguh",
-      "mita",
-      "widodo",
-      "lahir",
-      "pada",
-      "25",
-      "februari",
-      "1979",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan teguh lahir ___",
-        "answer": "25 februari 1979",
-        "id": "qa_813_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila putri purnama lahir pada 27 april 1986 di medan",
-    "tokens": [
-      "laila",
-      "putri",
-      "purnama",
-      "lahir",
-      "pada",
-      "27",
-      "april",
-      "1986",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana laila lahir ___",
-        "answer": "medan",
-        "id": "qa_814_q1"
-      }
-    ]
-  },
-  {
-    "context": "farhan rosadi lahir pada 14 januari 2001 di palembang",
-    "tokens": [
-      "farhan",
-      "rosadi",
-      "lahir",
-      "pada",
-      "14",
-      "januari",
-      "2001",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan farhan lahir ___",
-        "answer": "14 januari 2001",
-        "id": "qa_815_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia zain nugroho lahir pada 15 juni 2006 di pekanbaru",
-    "tokens": [
-      "xenia",
-      "zain",
-      "nugroho",
-      "lahir",
-      "pada",
-      "15",
-      "juni",
-      "2006",
-      "di",
-      "pekanbaru"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana xenia lahir ___",
-        "answer": "pekanbaru",
-        "id": "qa_816_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko susanto lahir pada 20 maret 1941 di purwokerto",
-    "tokens": [
-      "joko",
-      "susanto",
-      "lahir",
-      "pada",
-      "20",
-      "maret",
-      "1941",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joko lahir ___",
-        "answer": "20 maret 1941",
-        "id": "qa_817_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh galuh prabowo lahir pada 26 januari 2004 di pontianak",
-    "tokens": [
-      "teguh",
-      "galuh",
-      "prabowo",
-      "lahir",
-      "pada",
-      "26",
-      "januari",
-      "2004",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan teguh lahir ___",
-        "answer": "26 januari 2004",
-        "id": "qa_818_q1"
-      }
-    ]
-  },
-  {
-    "context": "wahyu lahir pada 19 september 1984 di yogyakarta",
-    "tokens": [
-      "wahyu",
-      "lahir",
-      "pada",
-      "19",
-      "september",
-      "1984",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan wahyu lahir ___",
-        "answer": "19 september 1984",
-        "id": "qa_819_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina fauziah lahir pada 13 mei 1961 di kendari",
-    "tokens": [
-      "nina",
-      "fauziah",
-      "lahir",
-      "pada",
-      "13",
-      "mei",
-      "1961",
-      "di",
-      "kendari"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nina lahir ___",
-        "answer": "kendari",
-        "id": "qa_820_q1"
-      }
-    ]
-  },
-  {
-    "context": "joni rizki lahir pada 1 februari 1940 di makassar",
-    "tokens": [
-      "joni",
-      "rizki",
-      "lahir",
-      "pada",
-      "1",
-      "februari",
-      "1940",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joni lahir ___",
-        "answer": "1 februari 1940",
-        "id": "qa_821_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa lahir pada 1 november 1997 di cilegon",
-    "tokens": [
-      "khansa",
-      "lahir",
-      "pada",
-      "1",
-      "november",
-      "1997",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa khansa lahir ___",
-        "answer": "1 november 1997",
-        "id": "qa_822_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan purnama lahir pada 15 maret 2001 di bekasi",
-    "tokens": [
-      "wawan",
-      "purnama",
-      "lahir",
-      "pada",
-      "15",
-      "maret",
-      "2001",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana wawan lahir ___",
-        "answer": "bekasi",
-        "id": "qa_823_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi laksono lahir pada 1 februari 2006 di sukabumi",
-    "tokens": [
-      "dewi",
-      "laksono",
-      "lahir",
-      "pada",
-      "1",
-      "februari",
-      "2006",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana dewi lahir ___",
-        "answer": "sukabumi",
-        "id": "qa_824_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila susanto lahir pada 5 september 1969 di solo",
-    "tokens": [
-      "laila",
-      "susanto",
-      "lahir",
-      "pada",
-      "5",
-      "september",
-      "1969",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di solo ___",
-        "answer": "laila susanto",
-        "id": "qa_825_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh yana ayuningtyas lahir pada 20 mei 1996 di tegal",
-    "tokens": [
-      "galuh",
-      "yana",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "20",
-      "mei",
-      "1996",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana galuh lahir ___",
-        "answer": "tegal",
-        "id": "qa_826_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita luthfi sukma lahir pada 13 juni 1991 di banjarmasin",
-    "tokens": [
-      "ernita",
-      "luthfi",
-      "sukma",
-      "lahir",
-      "pada",
-      "13",
-      "juni",
-      "1991",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa ernita lahir ___",
-        "answer": "13 juni 1991",
-        "id": "qa_827_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra anggraini lahir pada 16 april 1966 di ambon",
-    "tokens": [
-      "candra",
-      "anggraini",
-      "lahir",
-      "pada",
-      "16",
-      "april",
-      "1966",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana candra lahir ___",
-        "answer": "ambon",
-        "id": "qa_828_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi lahir pada 2 juni 2009 di banjarmasin",
-    "tokens": [
-      "dewi",
-      "lahir",
-      "pada",
-      "2",
-      "juni",
-      "2009",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana dewi lahir ___",
-        "answer": "banjarmasin",
-        "id": "qa_829_q1"
-      }
-    ]
-  },
-  {
-    "context": "yana yosef prasetyo lahir pada 2 mei 1980 di kupang",
-    "tokens": [
-      "yana",
-      "yosef",
-      "prasetyo",
-      "lahir",
-      "pada",
-      "2",
-      "mei",
-      "1980",
-      "di",
-      "kupang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yana lahir ___",
-        "answer": "kupang",
-        "id": "qa_830_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan ilham purnama lahir pada 24 desember 1942 di banjarmasin",
-    "tokens": [
-      "wawan",
-      "ilham",
-      "purnama",
-      "lahir",
-      "pada",
-      "24",
-      "desember",
-      "1942",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa wawan lahir ___",
-        "answer": "24 desember 1942",
-        "id": "qa_831_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina hendra lahir pada 11 april 2006 di cilegon",
-    "tokens": [
-      "gina",
-      "hendra",
-      "lahir",
-      "pada",
-      "11",
-      "april",
-      "2006",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cilegon ___",
-        "answer": "gina hendra",
-        "id": "qa_832_q1"
-      }
-    ]
-  },
-  {
-    "context": "vina eka pratama lahir pada 22 november 2010 di palembang",
-    "tokens": [
-      "vina",
-      "eka",
-      "pratama",
-      "lahir",
-      "pada",
-      "22",
-      "november",
-      "2010",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana vina lahir ___",
-        "answer": "palembang",
-        "id": "qa_833_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina maulana lahir pada 8 november 1945 di depok",
-    "tokens": [
-      "nina",
-      "maulana",
-      "lahir",
-      "pada",
-      "8",
-      "november",
-      "1945",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di depok ___",
-        "answer": "nina maulana",
-        "id": "qa_834_q1"
-      }
-    ]
-  },
-  {
-    "context": "joni eka lahir pada 9 juli 1969 di semarang",
-    "tokens": [
-      "joni",
-      "eka",
-      "lahir",
-      "pada",
-      "9",
-      "juli",
-      "1969",
-      "di",
-      "semarang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa joni lahir ___",
-        "answer": "9 juli 1969",
-        "id": "qa_835_q1"
-      }
-    ]
-  },
-  {
-    "context": "sari udin saputra lahir pada 16 november 1955 di blitar",
-    "tokens": [
-      "sari",
-      "udin",
-      "saputra",
-      "lahir",
-      "pada",
-      "16",
-      "november",
-      "1955",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan sari lahir ___",
-        "answer": "16 november 1955",
-        "id": "qa_836_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari santoso lahir pada 2 april 2002 di serang",
-    "tokens": [
-      "hari",
-      "santoso",
-      "lahir",
-      "pada",
-      "2",
-      "april",
-      "2002",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa hari lahir ___",
-        "answer": "2 april 2002",
-        "id": "qa_837_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian purnama lahir pada 23 september 1966 di yogyakarta",
-    "tokens": [
-      "dian",
-      "purnama",
-      "lahir",
-      "pada",
-      "23",
-      "september",
-      "1966",
-      "di",
-      "yogyakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dian lahir ___",
-        "answer": "23 september 1966",
-        "id": "qa_838_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa qori putra lahir pada 2 desember 1948 di serang",
-    "tokens": [
-      "zulfa",
-      "qori",
-      "putra",
-      "lahir",
-      "pada",
-      "2",
-      "desember",
-      "1948",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana zulfa lahir ___",
-        "answer": "serang",
-        "id": "qa_839_q1"
-      }
-    ]
-  },
-  {
-    "context": "xenia lahir pada 13 maret 1986 di salatiga",
-    "tokens": [
-      "xenia",
-      "lahir",
-      "pada",
-      "13",
-      "maret",
-      "1986",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan xenia lahir ___",
-        "answer": "13 maret 1986",
-        "id": "qa_840_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi fauziah lahir pada 16 januari 1942 di cilegon",
-    "tokens": [
-      "dewi",
-      "fauziah",
-      "lahir",
-      "pada",
-      "16",
-      "januari",
-      "1942",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di cilegon ___",
-        "answer": "dewi fauziah",
-        "id": "qa_841_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal putra lahir pada 13 november 1978 di ambon",
-    "tokens": [
-      "faisal",
-      "putra",
-      "lahir",
-      "pada",
-      "13",
-      "november",
-      "1978",
-      "di",
-      "ambon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa faisal lahir ___",
-        "answer": "13 november 1978",
-        "id": "qa_842_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi adewi lahir pada 28 juni 2007 di manado",
-    "tokens": [
-      "luthfi",
-      "adewi",
-      "lahir",
-      "pada",
-      "28",
-      "juni",
-      "2007",
-      "di",
-      "manado"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana luthfi lahir ___",
-        "answer": "manado",
-        "id": "qa_843_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu wirawan lahir pada 26 mei 1996 di denpasar",
-    "tokens": [
-      "bayu",
-      "wirawan",
-      "lahir",
-      "pada",
-      "26",
-      "mei",
-      "1996",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana bayu lahir ___",
-        "answer": "denpasar",
-        "id": "qa_844_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita lahir pada 10 maret 1997 di bogor",
-    "tokens": ["ernita", "lahir", "pada", "10", "maret", "1997", "di", "bogor"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa ernita lahir ___",
-        "answer": "10 maret 1997",
-        "id": "qa_845_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi setiawan lahir pada 9 januari 1947 di surabaya",
-    "tokens": [
-      "dewi",
-      "setiawan",
-      "lahir",
-      "pada",
-      "9",
-      "januari",
-      "1947",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana dewi lahir ___",
-        "answer": "surabaya",
-        "id": "qa_846_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi indrawan lahir pada 12 januari 2007 di denpasar",
-    "tokens": [
-      "budi",
-      "indrawan",
-      "lahir",
-      "pada",
-      "12",
-      "januari",
-      "2007",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di denpasar ___",
-        "answer": "budi indrawan",
-        "id": "qa_847_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin ilham lahir pada 20 november 1984 di jayapura",
-    "tokens": [
-      "udin",
-      "ilham",
-      "lahir",
-      "pada",
-      "20",
-      "november",
-      "1984",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa udin lahir ___",
-        "answer": "20 november 1984",
-        "id": "qa_848_q1"
-      }
-    ]
-  },
-  {
-    "context": "kiki ayuningtyas lahir pada 15 juli 1944 di malang",
-    "tokens": [
-      "kiki",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "15",
-      "juli",
-      "1944",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan kiki lahir ___",
-        "answer": "15 juli 1944",
-        "id": "qa_849_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya rizki lahir pada 25 november 1954 di bekasi",
-    "tokens": [
-      "aditya",
-      "rizki",
-      "lahir",
-      "pada",
-      "25",
-      "november",
-      "1954",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan aditya lahir ___",
-        "answer": "25 november 1954",
-        "id": "qa_850_q1"
-      }
-    ]
-  },
-  {
-    "context": "tania joko lahir pada 22 agustus 1950 di jember",
-    "tokens": [
-      "tania",
-      "joko",
-      "lahir",
-      "pada",
-      "22",
-      "agustus",
-      "1950",
-      "di",
-      "jember"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana tania lahir ___",
-        "answer": "jember",
-        "id": "qa_851_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi umi lahir pada 12 april 1989 di palembang",
-    "tokens": [
-      "luthfi",
-      "umi",
-      "lahir",
-      "pada",
-      "12",
-      "april",
-      "1989",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di palembang ___",
-        "answer": "luthfi umi",
-        "id": "qa_852_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari susanto lahir pada 7 mei 1982 di bogor",
-    "tokens": [
-      "hari",
-      "susanto",
-      "lahir",
-      "pada",
-      "7",
-      "mei",
-      "1982",
-      "di",
-      "bogor"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hari lahir ___",
-        "answer": "bogor",
-        "id": "qa_853_q1"
-      }
-    ]
-  },
-  {
-    "context": "joni dewi yuliana lahir pada 24 maret 1972 di salatiga",
-    "tokens": [
-      "joni",
-      "dewi",
-      "yuliana",
-      "lahir",
-      "pada",
-      "24",
-      "maret",
-      "1972",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan joni lahir ___",
-        "answer": "24 maret 1972",
-        "id": "qa_854_q1"
-      }
-    ]
-  },
-  {
-    "context": "yana nugroho lahir pada 4 agustus 1946 di solo",
-    "tokens": [
-      "yana",
-      "nugroho",
-      "lahir",
-      "pada",
-      "4",
-      "agustus",
-      "1946",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yana lahir ___",
-        "answer": "solo",
-        "id": "qa_855_q1"
-      }
-    ]
-  },
-  {
-    "context": "candra adewi lahir pada 10 april 1965 di gianyar",
-    "tokens": [
-      "candra",
-      "adewi",
-      "lahir",
-      "pada",
-      "10",
-      "april",
-      "1965",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana candra lahir ___",
-        "answer": "gianyar",
-        "id": "qa_856_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari lahir pada 9 oktober 1945 di padang",
-    "tokens": ["hari", "lahir", "pada", "9", "oktober", "1945", "di", "padang"],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan hari lahir ___",
-        "answer": "9 oktober 1945",
-        "id": "qa_857_q1"
-      }
-    ]
-  },
-  {
-    "context": "putri gina lahir pada 21 november 1955 di sukabumi",
-    "tokens": [
-      "putri",
-      "gina",
-      "lahir",
-      "pada",
-      "21",
-      "november",
-      "1955",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa putri lahir ___",
-        "answer": "21 november 1955",
-        "id": "qa_858_q1"
-      }
-    ]
-  },
-  {
-    "context": "khansa yana susanto lahir pada 9 november 1956 di solo",
-    "tokens": [
-      "khansa",
-      "yana",
-      "susanto",
-      "lahir",
-      "pada",
-      "9",
-      "november",
-      "1956",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan khansa lahir ___",
-        "answer": "9 november 1956",
-        "id": "qa_859_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan rahmat lahir pada 17 juni 2009 di kediri",
-    "tokens": [
-      "wawan",
-      "rahmat",
-      "lahir",
-      "pada",
-      "17",
-      "juni",
-      "2009",
-      "di",
-      "kediri"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di kediri ___",
-        "answer": "wawan rahmat",
-        "id": "qa_860_q1"
-      }
-    ]
-  },
-  {
-    "context": "nina khansa fauziah lahir pada 19 juni 1955 di purwokerto",
-    "tokens": [
-      "nina",
-      "khansa",
-      "fauziah",
-      "lahir",
-      "pada",
-      "19",
-      "juni",
-      "1955",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di purwokerto ___",
-        "answer": "nina khansa fauziah",
-        "id": "qa_861_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita hidayat lahir pada 22 mei 1951 di pontianak",
-    "tokens": [
-      "ernita",
-      "hidayat",
-      "lahir",
-      "pada",
-      "22",
-      "mei",
-      "1951",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan ernita lahir ___",
-        "answer": "22 mei 1951",
-        "id": "qa_862_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh putra lahir pada 15 februari 2004 di purwokerto",
-    "tokens": [
-      "teguh",
-      "putra",
-      "lahir",
-      "pada",
-      "15",
-      "februari",
-      "2004",
-      "di",
-      "purwokerto"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan teguh lahir ___",
-        "answer": "15 februari 2004",
-        "id": "qa_863_q1"
-      }
-    ]
-  },
-  {
-    "context": "dewi lahir pada 10 januari 1943 di denpasar",
-    "tokens": [
-      "dewi",
-      "lahir",
-      "pada",
-      "10",
-      "januari",
-      "1943",
-      "di",
-      "denpasar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa dewi lahir ___",
-        "answer": "10 januari 1943",
-        "id": "qa_864_q1"
-      }
-    ]
-  },
-  {
-    "context": "luthfi lahir pada 5 oktober 1972 di palembang",
-    "tokens": [
-      "luthfi",
-      "lahir",
-      "pada",
-      "5",
-      "oktober",
-      "1972",
-      "di",
-      "palembang"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana luthfi lahir ___",
-        "answer": "palembang",
-        "id": "qa_865_q1"
-      }
-    ]
-  },
-  {
-    "context": "budi adewi lahir pada 3 oktober 1973 di samarinda",
-    "tokens": [
-      "budi",
-      "adewi",
-      "lahir",
-      "pada",
-      "3",
-      "oktober",
-      "1973",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di samarinda ___",
-        "answer": "budi adewi",
-        "id": "qa_866_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori dian nugroho lahir pada 26 oktober 1963 di salatiga",
-    "tokens": [
-      "qori",
-      "dian",
-      "nugroho",
-      "lahir",
-      "pada",
-      "26",
-      "oktober",
-      "1963",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di salatiga ___",
-        "answer": "qori dian nugroho",
-        "id": "qa_867_q1"
-      }
-    ]
-  },
-  {
-    "context": "ilham martini lahir pada 9 februari 1940 di medan",
-    "tokens": [
-      "ilham",
-      "martini",
-      "lahir",
-      "pada",
-      "9",
-      "februari",
-      "1940",
-      "di",
-      "medan"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana ilham lahir ___",
-        "answer": "medan",
-        "id": "qa_868_q1"
-      }
-    ]
-  },
-  {
-    "context": "oki surya puspitasari lahir pada 17 juni 1942 di sidoarjo",
-    "tokens": [
-      "oki",
-      "surya",
-      "puspitasari",
-      "lahir",
-      "pada",
-      "17",
-      "juni",
-      "1942",
-      "di",
-      "sidoarjo"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan oki lahir ___",
-        "answer": "17 juni 1942",
-        "id": "qa_869_q1"
-      }
-    ]
-  },
-  {
-    "context": "laila arifin lahir pada 15 desember 2000 di gianyar",
-    "tokens": [
-      "laila",
-      "arifin",
-      "lahir",
-      "pada",
-      "15",
-      "desember",
-      "2000",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa laila lahir ___",
-        "answer": "15 desember 2000",
-        "id": "qa_870_q1"
-      }
-    ]
-  },
-  {
-    "context": "bayu arifin lahir pada 28 agustus 1994 di cilegon",
-    "tokens": [
-      "bayu",
-      "arifin",
-      "lahir",
-      "pada",
-      "28",
-      "agustus",
-      "1994",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana bayu lahir ___",
-        "answer": "cilegon",
-        "id": "qa_871_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian lahir pada 17 februari 1967 di makassar",
-    "tokens": [
-      "dian",
-      "lahir",
-      "pada",
-      "17",
-      "februari",
-      "1967",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan dian lahir ___",
-        "answer": "17 februari 1967",
-        "id": "qa_872_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya indrawan lahir pada 11 februari 1945 di padang",
-    "tokens": [
-      "aditya",
-      "indrawan",
-      "lahir",
-      "pada",
-      "11",
-      "februari",
-      "1945",
-      "di",
-      "padang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di padang ___",
-        "answer": "aditya indrawan",
-        "id": "qa_873_q1"
-      }
-    ]
-  },
-  {
-    "context": "qori lahir pada 17 oktober 1980 di banjarmasin",
-    "tokens": [
-      "qori",
-      "lahir",
-      "pada",
-      "17",
-      "oktober",
-      "1980",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa qori lahir ___",
-        "answer": "17 oktober 1980",
-        "id": "qa_874_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa yosef nugroho lahir pada 22 mei 1970 di mataram",
-    "tokens": [
-      "zulfa",
-      "yosef",
-      "nugroho",
-      "lahir",
-      "pada",
-      "22",
-      "mei",
-      "1970",
-      "di",
-      "mataram"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa zulfa lahir ___",
-        "answer": "22 mei 1970",
-        "id": "qa_875_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita pambudi lahir pada 20 mei 1975 di tasikmalaya",
-    "tokens": [
-      "ernita",
-      "pambudi",
-      "lahir",
-      "pada",
-      "20",
-      "mei",
-      "1975",
-      "di",
-      "tasikmalaya"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa ernita lahir ___",
-        "answer": "20 mei 1975",
-        "id": "qa_876_q1"
-      }
-    ]
-  },
-  {
-    "context": "eka suharto lahir pada 23 maret 1985 di cilegon",
-    "tokens": [
-      "eka",
-      "suharto",
-      "lahir",
-      "pada",
-      "23",
-      "maret",
-      "1985",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa eka lahir ___",
-        "answer": "23 maret 1985",
-        "id": "qa_877_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari pambudi lahir pada 21 juli 1980 di salatiga",
-    "tokens": [
-      "hari",
-      "pambudi",
-      "lahir",
-      "pada",
-      "21",
-      "juli",
-      "1980",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan hari lahir ___",
-        "answer": "21 juli 1980",
-        "id": "qa_878_q1"
-      }
-    ]
-  },
-  {
-    "context": "teguh widodo lahir pada 16 november 2000 di bekasi",
-    "tokens": [
-      "teguh",
-      "widodo",
-      "lahir",
-      "pada",
-      "16",
-      "november",
-      "2000",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di bekasi ___",
-        "answer": "teguh widodo",
-        "id": "qa_879_q1"
-      }
-    ]
-  },
-  {
-    "context": "gina mita lahir pada 12 juni 1955 di samarinda",
-    "tokens": [
-      "gina",
-      "mita",
-      "lahir",
-      "pada",
-      "12",
-      "juni",
-      "1955",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan gina lahir ___",
-        "answer": "12 juni 1955",
-        "id": "qa_880_q1"
-      }
-    ]
-  },
-  {
-    "context": "pratiwi wibowo lahir pada 2 mei 1958 di blitar",
-    "tokens": [
-      "pratiwi",
-      "wibowo",
-      "lahir",
-      "pada",
-      "2",
-      "mei",
-      "1958",
-      "di",
-      "blitar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana pratiwi lahir ___",
-        "answer": "blitar",
-        "id": "qa_881_q1"
-      }
-    ]
-  },
-  {
-    "context": "yosef permana lahir pada 19 juli 1967 di sukabumi",
-    "tokens": [
-      "yosef",
-      "permana",
-      "lahir",
-      "pada",
-      "19",
-      "juli",
-      "1967",
-      "di",
-      "sukabumi"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di sukabumi ___",
-        "answer": "yosef permana",
-        "id": "qa_882_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin yana hidayat lahir pada 28 september 1970 di tegal",
-    "tokens": [
-      "udin",
-      "yana",
-      "hidayat",
-      "lahir",
-      "pada",
-      "28",
-      "september",
-      "1970",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana udin lahir ___",
-        "answer": "tegal",
-        "id": "qa_883_q1"
-      }
-    ]
-  },
-  {
-    "context": "galuh galuh lahir pada 5 juni 1965 di pontianak",
-    "tokens": [
-      "galuh",
-      "galuh",
-      "lahir",
-      "pada",
-      "5",
-      "juni",
-      "1965",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana galuh lahir ___",
-        "answer": "pontianak",
-        "id": "qa_884_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita sukma lahir pada 18 juli 2003 di pontianak",
-    "tokens": [
-      "ernita",
-      "sukma",
-      "lahir",
-      "pada",
-      "18",
-      "juli",
-      "2003",
-      "di",
-      "pontianak"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana ernita lahir ___",
-        "answer": "pontianak",
-        "id": "qa_885_q1"
-      }
-    ]
-  },
-  {
-    "context": "opik surya handayani lahir pada 26 januari 1992 di bekasi",
-    "tokens": [
-      "opik",
-      "surya",
-      "handayani",
-      "lahir",
-      "pada",
-      "26",
-      "januari",
-      "1992",
-      "di",
-      "bekasi"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa opik lahir ___",
-        "answer": "26 januari 1992",
-        "id": "qa_886_q1"
-      }
-    ]
-  },
-  {
-    "context": "mita indrawan lahir pada 2 november 2000 di gianyar",
-    "tokens": [
-      "mita",
-      "indrawan",
-      "lahir",
-      "pada",
-      "2",
-      "november",
-      "2000",
-      "di",
-      "gianyar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan mita lahir ___",
-        "answer": "2 november 2000",
-        "id": "qa_887_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya lahir pada 28 november 1947 di makassar",
-    "tokens": [
-      "aditya",
-      "lahir",
-      "pada",
-      "28",
-      "november",
-      "1947",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan aditya lahir ___",
-        "answer": "28 november 1947",
-        "id": "qa_888_q1"
-      }
-    ]
-  },
-  {
-    "context": "eka yosef lahir pada 3 mei 1948 di tegal",
-    "tokens": [
-      "eka",
-      "yosef",
-      "lahir",
-      "pada",
-      "3",
-      "mei",
-      "1948",
-      "di",
-      "tegal"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa eka lahir ___",
-        "answer": "3 mei 1948",
-        "id": "qa_889_q1"
-      }
-    ]
-  },
-  {
-    "context": "nadya utama lahir pada 20 april 1987 di bandung",
-    "tokens": [
-      "nadya",
-      "utama",
-      "lahir",
-      "pada",
-      "20",
-      "april",
-      "1987",
-      "di",
-      "bandung"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana nadya lahir ___",
-        "answer": "bandung",
-        "id": "qa_890_q1"
-      }
-    ]
-  },
-  {
-    "context": "wawan hidayat lahir pada 10 januari 1976 di makassar",
-    "tokens": [
-      "wawan",
-      "hidayat",
-      "lahir",
-      "pada",
-      "10",
-      "januari",
-      "1976",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana wawan lahir ___",
-        "answer": "makassar",
-        "id": "qa_891_q1"
-      }
-    ]
-  },
-  {
-    "context": "hari prabowo lahir pada 27 juli 1973 di jakarta",
-    "tokens": [
-      "hari",
-      "prabowo",
-      "lahir",
-      "pada",
-      "27",
-      "juli",
-      "1973",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana hari lahir ___",
-        "answer": "jakarta",
-        "id": "qa_892_q1"
-      }
-    ]
-  },
-  {
-    "context": "putri pratiwi utama lahir pada 17 september 2004 di jayapura",
-    "tokens": [
-      "putri",
-      "pratiwi",
-      "utama",
-      "lahir",
-      "pada",
-      "17",
-      "september",
-      "2004",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana putri lahir ___",
-        "answer": "jayapura",
-        "id": "qa_893_q1"
-      }
-    ]
-  },
-  {
-    "context": "rani wahyudi lahir pada 19 oktober 1944 di depok",
-    "tokens": [
-      "rani",
-      "wahyudi",
-      "lahir",
-      "pada",
-      "19",
-      "oktober",
-      "1944",
-      "di",
-      "depok"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di depok ___",
-        "answer": "rani wahyudi",
-        "id": "qa_894_q1"
-      }
-    ]
-  },
-  {
-    "context": "ernita susanto lahir pada 8 september 1951 di salatiga",
-    "tokens": [
-      "ernita",
-      "susanto",
-      "lahir",
-      "pada",
-      "8",
-      "september",
-      "1951",
-      "di",
-      "salatiga"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan ernita lahir ___",
-        "answer": "8 september 1951",
-        "id": "qa_895_q1"
-      }
-    ]
-  },
-  {
-    "context": "surya firmansyah lahir pada 21 februari 1971 di malang",
-    "tokens": [
-      "surya",
-      "firmansyah",
-      "lahir",
-      "pada",
-      "21",
-      "februari",
-      "1971",
-      "di",
-      "malang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana surya lahir ___",
-        "answer": "malang",
-        "id": "qa_896_q1"
-      }
-    ]
-  },
-  {
-    "context": "yana khansa lahir pada 9 januari 2007 di banjarmasin",
-    "tokens": [
-      "yana",
-      "khansa",
-      "lahir",
-      "pada",
-      "9",
-      "januari",
-      "2007",
-      "di",
-      "banjarmasin"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana yana lahir ___",
-        "answer": "banjarmasin",
-        "id": "qa_897_q1"
-      }
-    ]
-  },
-  {
-    "context": "faisal hendra siregar lahir pada 9 februari 1950 di cilegon",
-    "tokens": [
-      "faisal",
-      "hendra",
-      "siregar",
-      "lahir",
-      "pada",
-      "9",
-      "februari",
-      "1950",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa faisal lahir ___",
-        "answer": "9 februari 1950",
-        "id": "qa_898_q1"
-      }
-    ]
-  },
-  {
-    "context": "dian umi prasetyo lahir pada 21 september 1989 di jayapura",
-    "tokens": [
-      "dian",
-      "umi",
-      "prasetyo",
-      "lahir",
-      "pada",
-      "21",
-      "september",
-      "1989",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di jayapura ___",
-        "answer": "dian umi prasetyo",
-        "id": "qa_899_q1"
-      }
-    ]
-  },
-  {
-    "context": "eka ayuningtyas lahir pada 2 maret 1979 di makassar",
-    "tokens": [
-      "eka",
-      "ayuningtyas",
-      "lahir",
-      "pada",
-      "2",
-      "maret",
-      "1979",
-      "di",
-      "makassar"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan eka lahir ___",
-        "answer": "2 maret 1979",
-        "id": "qa_900_q1"
-      }
-    ]
-  },
-  {
-    "context": "hendra lahir pada 21 juni 1984 di surabaya",
-    "tokens": [
-      "hendra",
-      "lahir",
-      "pada",
-      "21",
-      "juni",
-      "1984",
-      "di",
-      "surabaya"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan hendra lahir ___",
-        "answer": "21 juni 1984",
-        "id": "qa_901_q1"
-      }
-    ]
-  },
-  {
-    "context": "rahmat umi ardiansyah lahir pada 27 oktober 2008 di jayapura",
-    "tokens": [
-      "rahmat",
-      "umi",
-      "ardiansyah",
-      "lahir",
-      "pada",
-      "27",
-      "oktober",
-      "2008",
-      "di",
-      "jayapura"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan rahmat lahir ___",
-        "answer": "27 oktober 2008",
-        "id": "qa_902_q1"
-      }
-    ]
-  },
-  {
-    "context": "umi setiawan lahir pada 20 agustus 1988 di serang",
-    "tokens": [
-      "umi",
-      "setiawan",
-      "lahir",
-      "pada",
-      "20",
-      "agustus",
-      "1988",
-      "di",
-      "serang"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Kapan umi lahir ___",
-        "answer": "20 agustus 1988",
-        "id": "qa_903_q1"
-      }
-    ]
-  },
-  {
-    "context": "aditya lahir pada 11 juni 1970 di samarinda",
-    "tokens": [
-      "aditya",
-      "lahir",
-      "pada",
-      "11",
-      "juni",
-      "1970",
-      "di",
-      "samarinda"
-    ],
-    "ner": ["PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Dimana aditya lahir ___",
-        "answer": "samarinda",
-        "id": "qa_904_q1"
-      }
-    ]
-  },
-  {
-    "context": "zulfa nadya yuliana lahir pada 7 juli 1988 di jakarta",
-    "tokens": [
-      "zulfa",
-      "nadya",
-      "yuliana",
-      "lahir",
-      "pada",
-      "7",
-      "juli",
-      "1988",
-      "di",
-      "jakarta"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa zulfa lahir ___",
-        "answer": "7 juli 1988",
-        "id": "qa_905_q1"
-      }
-    ]
-  },
-  {
-    "context": "udin wawan lahir pada 10 juni 1986 di cilegon",
-    "tokens": [
-      "udin",
-      "wawan",
-      "lahir",
-      "pada",
-      "10",
-      "juni",
-      "1986",
-      "di",
-      "cilegon"
-    ],
-    "ner": ["PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Tanggal berapa udin lahir ___",
-        "answer": "10 juni 1986",
-        "id": "qa_906_q1"
-      }
-    ]
-  },
-  {
-    "context": "joko opik widodo lahir pada 27 maret 1992 di solo",
-    "tokens": [
-      "joko",
-      "opik",
-      "widodo",
-      "lahir",
-      "pada",
-      "27",
-      "maret",
-      "1992",
-      "di",
-      "solo"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "type": "isian",
-        "question": "Siapa yang lahir di solo ___",
-        "answer": "joko opik widodo",
-        "id": "qa_907_q1"
-      }
-    ]
-  },
-  {
-    "context": "Raden Ajeng Kartini lahir pada 21 April 1879 di Jepara.",
-    "tokens": [
-      "Raden",
-      "Ajeng",
-      "Kartini",
-      "lahir",
-      "pada",
-      "21",
-      "April",
-      "1879",
-      "di",
-      "Jepara"
-    ],
-    "ner": ["PER", "PER", "PER", "O", "O", "DATE", "DATE", "DATE", "O", "LOC"],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "O",
-      "ARGM-LOC"
-    ],
-    "qas": [
-      {
-        "id": "kartini_001_q1",
-        "type": "isian",
-        "question": "Dimana Kartini lahir?",
-        "answer": "Jepara",
-        "answer_meta": [
-          {
-            "text": "Jepara"
-          }
-        ]
-      },
-      {
-        "id": "kartini_001_q2",
-        "type": "isian",
-        "question": "Kartini lahir pada tanggal ___?",
-        "answer": "21 April 1879",
-        "answer_meta": [
-          {
-            "text": "21 April 1879"
-          }
-        ]
-      }
-    ]
-  },
-  {
-    "context": "Lia Yuliati lahir di Sumedang, Jawa Barat, 19 Juli 1968.",
-    "tokens": [
-      "Lia",
-      "Yuliati",
-      "lahir",
-      "di",
-      "Sumedang",
-      "Jawa",
-      "Barat",
-      "19",
-      "Juli",
-      "1968"
-    ],
-    "ner": [
-      "PER",
-      "PER",
-      "O",
-      "O",
-      "LOC",
-      "LOC",
-      "LOC",
-      "DATE",
-      "DATE",
-      "DATE"
-    ],
-    "srl": [
-      "ARG0",
-      "ARG0",
-      "V",
-      "O",
-      "ARGM-LOC",
-      "ARGM-LOC",
-      "ARGM-LOC",
-      "ARGM-TMP",
-      "ARGM-TMP",
-      "ARGM-TMP"
-    ],
-    "qas": [
-      {
-        "id": "lia_yuliati_001_q1",
-        "type": "isian",
-        "question": "Dimana Lia Yuliati lahir?",
-        "answer": "Sumedang Jawa Barat",
-        "answer_meta": [
-          {
-            "text": "Sumedang, Jawa Barat"
-          }
-        ]
-      },
-      {
-        "id": "lia_yuliati_001_q2",
-        "type": "isian",
-        "question": "Lia Yuliati lahir pada tanggal ___?",
-        "answer": "19 Juli 1968",
-        "answer_meta": [
-          {
-            "text": "19 Juli 1968"
-          }
-        ]
-      }
-    ]
-  },
+
   {
     "context": "Mohammad Hatta lahir di Bukittinggi, 12 Agustus 1902.",
     "tokens": [
@@ -37241,5 +20527,5996 @@
         ]
       }
     ]
+  },
+  {
+    "context": "Prasasti Kedukan Bukit ditemukan di tepi Sungai Tatang dekat Palembang.",
+    "tokens": [
+      "Prasasti",
+      "Kedukan",
+      "Bukit",
+      "ditemukan",
+      "di",
+      "tepi",
+      "Sungai",
+      "Tatang",
+      "dekat",
+      "Palembang",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dimana Prasasti Kedukan Bukit ditemukan ___",
+        "answer": "di tepi Sungai Tatang dekat Palembang",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti Kedukan Bukit ditemukan di tepi Sungai Musi ___",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Prasasti ini berangka tahun 605 Saka (683 M).",
+    "tokens": [
+      "Prasasti",
+      "ini",
+      "berangka",
+      "tahun",
+      "605",
+      "Saka",
+      "(",
+      "683",
+      "M",
+      ")",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "DATE",
+      "DATE",
+      "DATE",
+      "O",
+      "DATE",
+      "DATE",
+      "O",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Prasasti ini berangka tahun ___",
+        "answer": "605 Saka (683 M)",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti ini berangka tahun 605 Saka 683 M ___",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Isinya menerangkan bahwa seorang bernama Dapunta Hyang mengadakan perjalanan suci siddhayatra dengan menggunakan perahu.",
+    "tokens": [
+      "Isinya",
+      "menerangkan",
+      "bahwa",
+      "seorang",
+      "bernama",
+      "Dapunta",
+      "Hyang",
+      "mengadakan",
+      "perjalanan",
+      "suci",
+      "siddhayatra",
+      "dengan",
+      "menggunakan",
+      "perahu",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O",
+      "MISC",
+      "O",
+      "EVENT",
+      "O",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARGM-MNR",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang mengadakan perjalanan suci siddhayatra ___",
+        "answer": "Dapunta Hyang",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Dapunta Hyang melakukan siddhayatra dengan menggunakan kereta ___",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Ia berangkat dari Minangatamwan dengan membawa tentara 20.000 personel.",
+    "tokens": [
+      "Ia",
+      "berangkat",
+      "dari",
+      "Minangatamwan",
+      "dengan",
+      "membawa",
+      "tentara",
+      "20.000",
+      "personel",
+      "."
+    ],
+    "ner": ["O", "O", "O", "LOC", "O", "O", "MISC", "O", "MISC", "O"],
+    "srl": [
+      "ARG0",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dari mana ia berangkat ___",
+        "answer": "Minangatamwan",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Ia berangkat dari Minangatamwan dengan membawa 20.000 personel ___",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Bicara soal perkembangan Kerajaan Kutai, tidak lepas dari sosok Raja Mulawarman.",
+    "tokens": [
+      "Bicara",
+      "soal",
+      "perkembangan",
+      "Kerajaan",
+      "Kutai",
+      ",",
+      "tidak",
+      "lepas",
+      "dari",
+      "sosok",
+      "Raja",
+      "Mulawarman",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O"
+    ],
+    "srl": [
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-NEG",
+      "V",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Perkembangan Kerajaan Kutai tidak lepas dari sosok ___",
+        "answer": "Raja Mulawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Perkembangan Kerajaan Kutai tidak lepas dari sosok Raja Mulawarman ___",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kamu perlu memahami keberadaan Kerajaan Kutai, karena Kerajaan Kutai ini dipandang sebagai kerajaan Hindu-Buddha yang pertama di Indonesia.",
+    "tokens": [
+      "Kamu",
+      "perlu",
+      "memahami",
+      "keberadaan",
+      "Kerajaan",
+      "Kutai",
+      ",",
+      "karena",
+      "Kerajaan",
+      "Kutai",
+      "ini",
+      "dipandang",
+      "sebagai",
+      "kerajaan",
+      "Hindu-Buddha",
+      "yang",
+      "pertama",
+      "di",
+      "Indonesia",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "ETH",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "V",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kerajaan Kutai dipandang sebagai kerajaan ___ yang pertama di Indonesia",
+        "answer": "Hindu-Buddha",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kerajaan Kutai dipandang sebagai kerajaan Hindu-Buddha yang pertama di Indonesia ___",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kerajaan Kutai diperkirakan terletak di daerah Muarakaman di tepi Sungai Mahakam, Kalimantan Timur.",
+    "tokens": [
+      "Kerajaan",
+      "Kutai",
+      "diperkirakan",
+      "terletak",
+      "di",
+      "daerah",
+      "Muarakaman",
+      "di",
+      "tepi",
+      "Sungai",
+      "Mahakam",
+      ",",
+      "Kalimantan",
+      "Timur",
+      "."
+    ],
+    "ner": [
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "V",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kerajaan Kutai diperkirakan terletak di daerah ___",
+        "answer": "Muarakaman",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kerajaan Kutai diperkirakan terletak di tepi Sungai Mahakam, Kalimantan Selatan ___",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Sungai Mahakam merupakan sungai yang cukup besar dan memiliki beberapa anak sungai.",
+    "tokens": [
+      "Sungai",
+      "Mahakam",
+      "merupakan",
+      "sungai",
+      "yang",
+      "cukup",
+      "besar",
+      "dan",
+      "memiliki",
+      "beberapa",
+      "anak",
+      "sungai",
+      "."
+    ],
+    "ner": [
+      "LOC",
+      "LOC",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "V",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "V",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Sungai Mahakam merupakan sungai yang cukup ___",
+        "answer": "besar",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Sungai Mahakam memiliki beberapa anak sungai ___",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Daerah di sekitar tempat pertemuan antara Sungai Mahakam dengan anak sungainya diperkirakan merupakan letak Muarakaman dahulu.",
+    "tokens": [
+      "Daerah",
+      "di",
+      "sekitar",
+      "tempat",
+      "pertemuan",
+      "antara",
+      "Sungai",
+      "Mahakam",
+      "dengan",
+      "anak",
+      "sungainya",
+      "diperkirakan",
+      "merupakan",
+      "letak",
+      "Muarakaman",
+      "dahulu",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "TIME",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "ARGM-LOC",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "V",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARGM-TMP",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Daerah sekitar pertemuan Sungai Mahakam dengan anak sungainya diperkirakan merupakan letak ___ dahulu",
+        "answer": "Muarakaman",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Daerah sekitar pertemuan Sungai Mahakam dan anak sungainya diperkirakan merupakan letak Muarakaman dahulu ___",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+  {
+    "context": "Sungai Mahakam dapat dilayari dari pantai sampai masuk ke Muarakaman, sehingga baik untuk perdagangan.",
+    "tokens": [
+      "Sungai",
+      "Mahakam",
+      "dapat",
+      "dilayari",
+      "dari",
+      "pantai",
+      "sampai",
+      "masuk",
+      "ke",
+      "Muarakaman",
+      ",",
+      "sehingga",
+      "baik",
+      "untuk",
+      "perdagangan",
+      "."
+    ],
+    "ner": [
+      "LOC",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARGM-MOD",
+      "V",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "V",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "ARGM-CAU",
+      "ARGM-MNR",
+      "O",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Sungai Mahakam dapat dilayari dari pantai sampai masuk ke ___",
+        "answer": "Muarakaman",
+        "id": "qa_5_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Sungai Mahakam dapat dilayari hingga muara Mahakam di Laut Jawa ___",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_5_q2"
+      }
+    ]
+  },
+  {
+    "context": "Inilah posisi yang sangat menguntungkan untuk meningkatkan perekonomian masyarakat.",
+    "tokens": [
+      "Inilah",
+      "posisi",
+      "yang",
+      "sangat",
+      "menguntungkan",
+      "untuk",
+      "meningkatkan",
+      "perekonomian",
+      "masyarakat",
+      "."
+    ],
+    "ner": ["O", "O", "O", "O", "O", "O", "O", "MISC", "MISC", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "V",
+      "ARGM-CAU",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Posisi ini sangat menguntungkan untuk meningkatkan ___ masyarakat",
+        "answer": "perekonomian",
+        "id": "qa_6_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Posisi ini menguntungkan untuk meningkatkan kesejahteraan masyarakat ___",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_6_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Sumber sejarah Kutai yang utama adalah prasasti yang disebut yupa, yaitu berupa batu bertulis.",
+    "tokens": [
+      "Sumber",
+      "sejarah",
+      "Kutai",
+      "yang",
+      "utama",
+      "adalah",
+      "prasasti",
+      "yang",
+      "disebut",
+      "yupa",
+      ",",
+      "yaitu",
+      "berupa",
+      "batu",
+      "bertulis",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "O",
+      "O",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Sumber sejarah Kutai yang utama adalah prasasti yang disebut ___",
+        "answer": "yupa",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Yupa adalah prasasti yang berupa batu bertulis.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Yupa juga sebagai tugu peringatan dari upacara kurban.",
+    "tokens": [
+      "Yupa",
+      "juga",
+      "sebagai",
+      "tugu",
+      "peringatan",
+      "dari",
+      "upacara",
+      "kurban",
+      "."
+    ],
+    "ner": ["MISC", "O", "O", "MISC", "MISC", "O", "EVENT", "EVENT", "O"],
+    "srl": [
+      "ARG0",
+      "ARGM-MOD",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Yupa juga sebagai tugu peringatan dari upacara ___",
+        "answer": "kurban",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Yupa digunakan untuk tugu peringatan upacara kematian.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Yupa ini dikeluarkan pada masa pemerintahan Raja Mulawarman.",
+    "tokens": [
+      "Yupa",
+      "ini",
+      "dikeluarkan",
+      "pada",
+      "masa",
+      "pemerintahan",
+      "Raja",
+      "Mulawarman",
+      "."
+    ],
+    "ner": ["MISC", "O", "O", "O", "MISC", "MISC", "PER", "PER", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Pada masa pemerintahan ___ Yupa ini dikeluarkan",
+        "answer": "Raja Mulawarman",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Yupa dikeluarkan pada masa pemerintahan Raja Candrabhaga.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Prasasti Yupa ditulis dengan huruf pallawa dan bahasa sanskerta.",
+    "tokens": [
+      "Prasasti",
+      "Yupa",
+      "ditulis",
+      "dengan",
+      "huruf",
+      "pallawa",
+      "dan",
+      "bahasa",
+      "sanskerta",
+      "."
+    ],
+    "ner": ["MISC", "MISC", "O", "O", "MISC", "MISC", "O", "MISC", "MISC", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Prasasti Yupa ditulis dengan huruf ___ dan bahasa ___",
+        "answer": "pallawa; sanskerta",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti Yupa ditulis hanya dengan bahasa jawa kuno.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+  {
+    "context": "Dengan melihat bentuk hurufnya, para ahli berpendapat bahwa yupa dibuat sekitar abad ke-5 M.",
+    "tokens": [
+      "Dengan",
+      "melihat",
+      "bentuk",
+      "hurufnya",
+      ",",
+      "para",
+      "ahli",
+      "berpendapat",
+      "bahwa",
+      "yupa",
+      "dibuat",
+      "sekitar",
+      "abad",
+      "ke-5",
+      "M",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "O"
+    ],
+    "srl": [
+      "ARGM-MNR",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "ARG1",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Para ahli berpendapat bahwa yupa dibuat sekitar abad ke-5 M karena melihat bentuk ___",
+        "answer": "huruf",
+        "id": "qa_5_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Yupa diperkirakan dibuat pada abad ke-5 M.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_5_q2"
+      }
+    ]
+  },
+  {
+    "context": "Untuk memahami perkembangan Kerajaan Kutai itu, tentu memerlukan sumber sejarah yang dapat menjelaskannya.",
+    "tokens": [
+      "Untuk",
+      "memahami",
+      "perkembangan",
+      "Kerajaan",
+      "Kutai",
+      "itu",
+      ",",
+      "tentu",
+      "memerlukan",
+      "sumber",
+      "sejarah",
+      "yang",
+      "dapat",
+      "menjelaskannya",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O"
+    ],
+    "srl": [
+      "ARGM-CAU",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MOD",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MOD",
+      "V",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Hal menarik dalam prasasti itu adalah disebutkannya nama kakek Mulawarman yang bernama Kudungga.",
+    "tokens": [
+      "Hal",
+      "menarik",
+      "dalam",
+      "prasasti",
+      "itu",
+      "adalah",
+      "disebutkannya",
+      "nama",
+      "kakek",
+      "Mulawarman",
+      "yang",
+      "bernama",
+      "Kudungga",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "PER",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa nama kakek Mulawarman yang disebutkan?",
+        "answer": "Kudungga",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Hal menarik dalam prasasti itu adalah nama kakek Mulawarman, yaitu Kudungga.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kudungga berarti penguasa lokal yang setelah terkena pengaruh Hindu-Buddha daerahnya berubah menjadi kerajaan.",
+    "tokens": [
+      "Kudungga",
+      "berarti",
+      "penguasa",
+      "lokal",
+      "yang",
+      "setelah",
+      "terkena",
+      "pengaruh",
+      "Hindu-Buddha",
+      "daerahnya",
+      "berubah",
+      "menjadi",
+      "kerajaan",
+      "."
+    ],
+    "ner": [
+      "PER",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ETH",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-TMP",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Pengaruh Hindu-Buddha menyebabkan daerah Kudungga berubah menjadi kerajaan.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Walaupun sudah mendapat pengaruh Hindu-Buddha namanya tetap Kudungga berbeda dengan puteranya yang bernama Aswawarman dan cucunya yang bernama Mulawarman.",
+    "tokens": [
+      "Walaupun",
+      "sudah",
+      "mendapat",
+      "pengaruh",
+      "Hindu-Buddha",
+      "namanya",
+      "tetap",
+      "Kudungga",
+      "berbeda",
+      "dengan",
+      "puteranya",
+      "yang",
+      "bernama",
+      "Aswawarman",
+      "dan",
+      "cucunya",
+      "yang",
+      "bernama",
+      "Mulawarman",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "ETH",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O"
+    ],
+    "srl": [
+      "ARGM-CAU",
+      "O",
+      "V",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARG1",
+      "ARGM-MOD",
+      "ARG1",
+      "V",
+      "ARGM-MNR",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "O",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa putera Kudungga?",
+        "answer": "Aswawarman",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Nama cucu Kudungga adalah Aswawarman.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Oleh karena itu yang terkenal sebagai wangsakerta adalah Aswawarman.",
+    "tokens": [
+      "Oleh",
+      "karena",
+      "itu",
+      "yang",
+      "terkenal",
+      "sebagai",
+      "wangsakerta",
+      "adalah",
+      "Aswawarman",
+      "."
+    ],
+    "ner": ["O", "O", "O", "O", "O", "O", "MISC", "O", "PER", "O"],
+    "srl": ["ARGM-CAU", "O", "O", "ARG1", "V", "O", "ARG1", "V", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang terkenal sebagai wangsakerta?",
+        "answer": "Aswawarman",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Yang terkenal sebagai wangsakerta adalah Mulawarman.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Coba pelajaran apa yang dapat kamu peroleh dengan persoalan nama di dalam satu keluarga Kudungga itu?",
+    "tokens": [
+      "Coba",
+      "pelajaran",
+      "apa",
+      "yang",
+      "dapat",
+      "kamu",
+      "peroleh",
+      "dengan",
+      "persoalan",
+      "nama",
+      "di",
+      "dalam",
+      "satu",
+      "keluarga",
+      "Kudungga",
+      "itu",
+      "?"
+    ],
+    "ner": [
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "PER",
+      "O",
+      "O"
+    ],
+    "srl": [
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-MOD",
+      "ARG0",
+      "V",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+  {
+    "context": "Satu di antara yupa itu memberi informasi penting tentang silsilah Raja Mulawarman.",
+    "tokens": [
+      "Satu",
+      "di",
+      "antara",
+      "yupa",
+      "itu",
+      "memberi",
+      "informasi",
+      "penting",
+      "tentang",
+      "silsilah",
+      "Raja",
+      "Mulawarman",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "PER",
+      "PER",
+      "O"
+    ],
+    "srl": [
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARGM-MNR",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Satu di antara yupa itu memberi informasi tentang silsilah ___",
+        "answer": "Raja Mulawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Yupa itu memberi informasi penting tentang silsilah Raja Mulawarman.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Diterangkan bahwa Kudungga mempunyai putra bernama Aswawarman.",
+    "tokens": [
+      "Diterangkan",
+      "bahwa",
+      "Kudungga",
+      "mempunyai",
+      "putra",
+      "bernama",
+      "Aswawarman",
+      "."
+    ],
+    "ner": ["O", "O", "PER", "O", "O", "O", "PER", "O"],
+    "srl": ["V", "O", "ARG0", "V", "ARG1", "ARG1", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kudungga mempunyai putra bernama ___",
+        "answer": "Aswawarman",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kudungga mempunyai putra bernama Mulawarman.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Raja Aswawarman dikatakan seperti Dewa Ansuman (Dewa Matahari).",
+    "tokens": [
+      "Raja",
+      "Aswawarman",
+      "dikatakan",
+      "seperti",
+      "Dewa",
+      "Ansuman",
+      "(",
+      "Dewa",
+      "Matahari",
+      ")",
+      "."
+    ],
+    "ner": ["O", "PER", "O", "O", "PER", "PER", "O", "PER", "MISC", "O", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Raja Aswawarman dikatakan seperti ___ Ansuman",
+        "answer": "Dewa",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja Aswawarman dikatakan seperti Dewa Matahari.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Aswawarman mempunyai tiga anak, tetapi yang terkenal adalah Mulawarman.",
+    "tokens": [
+      "Aswawarman",
+      "mempunyai",
+      "tiga",
+      "anak",
+      ",",
+      "tetapi",
+      "yang",
+      "terkenal",
+      "adalah",
+      "Mulawarman",
+      "."
+    ],
+    "ner": ["PER", "O", "O", "MISC", "O", "O", "O", "O", "O", "PER", "O"],
+    "srl": [
+      "ARG0",
+      "V",
+      "ARGM-QUANT",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "V",
+      "V",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Yang terkenal di antara anak Aswawarman adalah ___",
+        "answer": "Mulawarman",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Aswawarman mempunyai empat anak.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Raja Mulawarman dikatakan sebagai raja yang terbesar di Kutai.",
+    "tokens": [
+      "Raja",
+      "Mulawarman",
+      "dikatakan",
+      "sebagai",
+      "raja",
+      "yang",
+      "terbesar",
+      "di",
+      "Kutai",
+      "."
+    ],
+    "ner": ["O", "PER", "O", "O", "MISC", "O", "O", "O", "LOC", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Raja Mulawarman dikatakan sebagai raja yang terbesar di ___",
+        "answer": "Kutai",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja Mulawarman dianggap raja terkecil di Kutai.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+  {
+    "context": "Ia pemeluk agama Hindu-Siwa yang setia.",
+    "tokens": ["Ia", "pemeluk", "agama", "Hindu-Siwa", "yang", "setia", "."],
+    "ner": ["O", "O", "O", "MISC", "O", "O", "O"],
+    "srl": ["ARG0", "V", "ARG1", "ARG1", "O", "ARGM-MOD", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Raja Mulawarman adalah pemeluk agama ___",
+        "answer": "Hindu-Siwa",
+        "id": "qa_5_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja Mulawarman tidak memeluk agama Hindu-Siwa.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_5_q2"
+      }
+    ]
+  },
+  {
+    "context": "Tempat sucinya dinamakan Waprakeswara.",
+    "tokens": ["Tempat", "sucinya", "dinamakan", "Waprakeswara", "."],
+    "ner": ["O", "O", "O", "MISC", "O"],
+    "srl": ["ARG1", "ARG1", "V", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Tempat suci Raja Mulawarman dinamakan ___",
+        "answer": "Waprakeswara",
+        "id": "qa_6_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Tempat suci Raja Mulawarman dinamakan Wapraksetra.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_6_q2"
+      }
+    ]
+  },
+  {
+    "context": "Ia juga dikenal sebagai raja yang sangat dekat dengan kaum Brahmana dan rakyat.",
+    "tokens": [
+      "Ia",
+      "juga",
+      "dikenal",
+      "sebagai",
+      "raja",
+      "yang",
+      "sangat",
+      "dekat",
+      "dengan",
+      "kaum",
+      "Brahmana",
+      "dan",
+      "rakyat",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ETH",
+      "ETH",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "ARGM-MOD",
+      "V",
+      "O",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-LOC",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Raja Mulawarman dikenal sangat dekat dengan kaum ___",
+        "answer": "Brahmana",
+        "id": "qa_7_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja Mulawarman dikenal sangat jauh dari rakyat.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_7_q2"
+      }
+    ]
+  },
+  {
+    "context": "Raja Mulawarman sangat dermawan.",
+    "tokens": ["Raja", "Mulawarman", "sangat", "dermawan", "."],
+    "ner": ["O", "PER", "O", "O", "O"],
+    "srl": ["ARG1", "ARG1", "ARGM-MNR", "V", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Raja Mulawarman dikenal sangat ___",
+        "answer": "dermawan",
+        "id": "qa_8_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja Mulawarman tidak dermawan.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_8_q2"
+      }
+    ]
+  },
+  {
+    "context": "Ia mengadakan kurban emas dan 20.000 ekor lembu untuk para Brahmana.",
+    "tokens": [
+      "Ia",
+      "mengadakan",
+      "kurban",
+      "emas",
+      "dan",
+      "20.000",
+      "ekor",
+      "lembu",
+      "untuk",
+      "para",
+      "Brahmana",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "ETH",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-QUANT",
+      "ARGM-QUANT",
+      "ARG1",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Ia mengadakan kurban emas dan ___ ekor lembu",
+        "answer": "20.000",
+        "id": "qa_9_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Ia mengadakan kurban hanya 10.000 ekor lembu.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_9_q2"
+      }
+    ]
+  },
+  {
+    "context": "Oleh karena itu, sebagai rasa terima kasih dan peringatan mengenai upacara kurban, para Brahmana mendirikan sebuah yupa.",
+    "tokens": [
+      "Oleh",
+      "karena",
+      "itu",
+      ",",
+      "sebagai",
+      "rasa",
+      "terima",
+      "kasih",
+      "dan",
+      "peringatan",
+      "mengenai",
+      "upacara",
+      "kurban",
+      ",",
+      "para",
+      "Brahmana",
+      "mendirikan",
+      "sebuah",
+      "yupa",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "EVENT",
+      "EVENT",
+      "O",
+      "O",
+      "ETH",
+      "V",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARGM-CAU",
+      "O",
+      "O",
+      "O",
+      "ARGM-PURP",
+      "ARG1",
+      "V",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARGM-LOC",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Para Brahmana mendirikan sebuah ___ sebagai peringatan upacara kurban",
+        "answer": "yupa",
+        "id": "qa_10_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Para Brahmana mendirikan sebuah candi sebagai peringatan upacara kurban.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_10_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Pada masa pemerintahan Mulawarman, Kutai mengalami zaman keemasan.",
+    "tokens": [
+      "Pada",
+      "masa",
+      "pemerintahan",
+      "Mulawarman",
+      ",",
+      "Kutai",
+      "mengalami",
+      "zaman",
+      "keemasan",
+      "."
+    ],
+    "ner": ["O", "O", "O", "PER", "O", "ORG", "O", "O", "EVENT", "O"],
+    "srl": [
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "ARG0",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kutai mengalami ____ keemasan.",
+        "answer": "zaman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Pada masa pemerintahan Mulawarman, Kutai mengalami zaman keemasan.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kehidupan ekonomi pun mengalami perkembangan.",
+    "tokens": ["Kehidupan", "ekonomi", "pun", "mengalami", "perkembangan", "."],
+    "ner": ["O", "MISC", "O", "O", "MISC", "O"],
+    "srl": ["ARG0", "ARG0", "O", "V", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kehidupan ekonomi pun mengalami ____.",
+        "answer": "perkembangan",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kehidupan ekonomi pun mengalami perkembangan.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kutai terletak di tepi sungai, sehingga masyarakatnya melakukan pertanian.",
+    "tokens": [
+      "Kutai",
+      "terletak",
+      "di",
+      "tepi",
+      "sungai",
+      ",",
+      "sehingga",
+      "masyarakatnya",
+      "melakukan",
+      "pertanian",
+      "."
+    ],
+    "ner": ["ORG", "O", "O", "O", "MISC", "O", "O", "O", "O", "MISC", "O"],
+    "srl": [
+      "ARG0",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-CAU",
+      "ARG0",
+      "V",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kutai terletak di ____ sungai.",
+        "answer": "tepi",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Masyarakat Kutai melakukan pertanian.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Selain itu, mereka banyak yang melakukan perdagangan.",
+    "tokens": [
+      "Selain",
+      "itu",
+      ",",
+      "mereka",
+      "banyak",
+      "yang",
+      "melakukan",
+      "perdagangan",
+      "."
+    ],
+    "ner": ["O", "O", "O", "O", "O", "O", "O", "MISC", "O"],
+    "srl": [
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "ARG0",
+      "ARGM-MNR",
+      "O",
+      "V",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Mereka banyak yang melakukan ____.",
+        "answer": "perdagangan",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Mereka banyak yang melakukan perdagangan.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Bahkan diperkirakan sudah terjadi hubungan dagang dengan luar.",
+    "tokens": [
+      "Bahkan",
+      "diperkirakan",
+      "sudah",
+      "terjadi",
+      "hubungan",
+      "dagang",
+      "dengan",
+      "luar",
+      "."
+    ],
+    "ner": ["O", "O", "O", "O", "MISC", "MISC", "O", "LOC", "O"],
+    "srl": [
+      "ARGM-MNR",
+      "V",
+      "ARGM-TMP",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Bahkan diperkirakan sudah terjadi ____ dagang.",
+        "answer": "hubungan",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Hubungan dagang sudah terjadi dengan luar.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+  {
+    "context": "Jalur perdagangan internasional dari India melewati Selat Makassar, terus ke Filipina dan sampai di Cina.",
+    "tokens": [
+      "Jalur",
+      "perdagangan",
+      "internasional",
+      "dari",
+      "India",
+      "melewati",
+      "Selat",
+      "Makassar",
+      ",",
+      "terus",
+      "ke",
+      "Filipina",
+      "dan",
+      "sampai",
+      "di",
+      "Cina",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "MISC",
+      "MISC",
+      "O",
+      "LOC",
+      "O",
+      "MISC",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "O",
+      "ARGM-LOC",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "V",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Jalur perdagangan internasional dari India melewati ____ Makassar.",
+        "answer": "Selat",
+        "id": "qa_5_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Jalur perdagangan internasional dari India melewati Selat Sunda.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_5_q2"
+      }
+    ]
+  },
+  {
+    "context": "Dalam pelayarannya dimungkinkan para pedagang itu singgah terlebih dahulu di Kutai.",
+    "tokens": [
+      "Dalam",
+      "pelayarannya",
+      "dimungkinkan",
+      "para",
+      "pedagang",
+      "itu",
+      "singgah",
+      "terlebih",
+      "dahulu",
+      "di",
+      "Kutai",
+      "."
+    ],
+    "ner": ["O", "MISC", "O", "O", "MISC", "O", "O", "O", "O", "O", "ORG", "O"],
+    "srl": [
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "V",
+      "ARG0",
+      "ARG0",
+      "O",
+      "V",
+      "ARGM-MOD",
+      "ARGM-MOD",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Para pedagang dalam pelayarannya singgah terlebih dahulu di ____. ",
+        "answer": "Kutai",
+        "id": "qa_6_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Pada pelayarannya, para pedagang singgah terlebih dahulu di Kutai.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_6_q2"
+      }
+    ]
+  },
+  {
+    "context": "Dengan demikian, Kutai semakin ramai dan rakyat hidup makmur.",
+    "tokens": [
+      "Dengan",
+      "demikian",
+      ",",
+      "Kutai",
+      "semakin",
+      "ramai",
+      "dan",
+      "rakyat",
+      "hidup",
+      "makmur",
+      "."
+    ],
+    "ner": ["O", "O", "O", "ORG", "O", "O", "O", "MISC", "O", "MISC", "O"],
+    "srl": [
+      "ARGM-CAU",
+      "O",
+      "O",
+      "ARG0",
+      "ARGM-MNR",
+      "V",
+      "O",
+      "ARG0",
+      "V",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_7_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_7_q2"
+      }
+    ]
+  },
+  {
+    "context": "Satu di antara yupa di Kerajaan Kutai berisi keterangan yang artinya Sang Mulawarman, raja yang mulia dan terkemuka, telah memberi sedekah 20.000 ekor sapi kepada para brahmana yang seperti api, (bertempat) di dalam tanah yang sangat suci (bernama) Waprakeswara",
+    "tokens": [
+      "Satu",
+      "di",
+      "antara",
+      "yupa",
+      "di",
+      "Kerajaan",
+      "Kutai",
+      "berisi",
+      "keterangan",
+      "yang",
+      "artinya",
+      "Sang",
+      "Mulawarman",
+      ",",
+      "raja",
+      "yang",
+      "mulia",
+      "dan",
+      "terkemuka",
+      ",",
+      "telah",
+      "memberi",
+      "sedekah",
+      "20.000",
+      "ekor",
+      "sapi",
+      "kepada",
+      "para",
+      "brahmana",
+      "yang",
+      "seperti",
+      "api",
+      ",",
+      "(",
+      "bertempat",
+      ")",
+      "di",
+      "dalam",
+      "tanah",
+      "yang",
+      "sangat",
+      "suci",
+      "(",
+      "bernama",
+      ")",
+      "Waprakeswara"
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "ETH",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "O",
+      "ARG0",
+      "O",
+      "ARG0",
+      "ARG0",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARG0",
+      "ARG0",
+      "O",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG2",
+      "ARG2",
+      "ARG2",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang memberi sedekah 20.000 ekor sapi?",
+        "answer": "Sang Mulawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Berapa ekor sapi yang disedekahkan?",
+        "answer": "20.000",
+        "id": "qa_0_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Sang Mulawarman memberi sedekah 20.000 ekor sapi kepada para brahmana.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q3"
+      },
+      {
+        "type": "true_false",
+        "question": "Sedekah tersebut ditempatkan di Wapraksetra.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q4"
+      }
+    ]
+  },
+
+  {
+    "context": "Sejarah tertua yang berkaitan dengan pengendalian banjir dan sistem pengairan adalah pada masa Kerajaan Tarumanegara.",
+    "tokens": [
+      "Sejarah",
+      "tertuwa",
+      "yang",
+      "berkaitan",
+      "dengan",
+      "pengendalian",
+      "banjir",
+      "dan",
+      "sistem",
+      "pengairan",
+      "adalah",
+      "pada",
+      "masa",
+      "Kerajaan",
+      "Tarumanegara",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "EVENT",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Sejarah tertua yang berkaitan dengan pengendalian banjir dan sistem pengairan terjadi pada masa ____",
+        "answer": "Kerajaan Tarumanegara",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Sejarah tertua berkaitan pengendalian banjir ada pada masa Kerajaan Tarumanegara.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Untuk mengendalikan banjir dan usaha pertanian yang diduga di wilayah Jakarta saat ini maka Raja Purnawarman menggali Sungai Candrabaga.",
+    "tokens": [
+      "Untuk",
+      "mengendalikan",
+      "banjir",
+      "dan",
+      "usaha",
+      "pertanian",
+      "yang",
+      "diduga",
+      "di",
+      "wilayah",
+      "Jakarta",
+      "saat",
+      "ini",
+      "maka",
+      "Raja",
+      "Purnawarman",
+      "menggali",
+      "Sungai",
+      "Candrabaga",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "EVENT",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "TIME",
+      "TIME",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "LOC",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARGM-CAU",
+      "V",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-CAU",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-CAU",
+      "ARG0",
+      "ARG0",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang menggali Sungai Candrabaga?",
+        "answer": "Raja Purnawarman",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Sungai apa yang digali Raja Purnawarman?",
+        "answer": "Sungai Candrabaga",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja Purnawarman menggali Sungai Candrabaga untuk mengendalikan banjir.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q3"
+      }
+    ]
+  },
+  {
+    "context": "Setelah selesai melakukan penggalian sungai maka raja mempersembahkan 1.000 ekor lembu kepada brahmana.",
+    "tokens": [
+      "Setelah",
+      "selesai",
+      "melakukan",
+      "penggalian",
+      "sungai",
+      "maka",
+      "raja",
+      "mempersembahkan",
+      "1.000",
+      "ekor",
+      "lembu",
+      "kepada",
+      "brahmana",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "ETH",
+      "O"
+    ],
+    "srl": [
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARGM-CAU",
+      "ARG0",
+      "V",
+      "ARGM-QUANT",
+      "ARGM-QUANT",
+      "ARG1",
+      "ARG2",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Berapa ekor lembu yang dipersembahkan?",
+        "answer": "1.000 ekor",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Raja mempersembahkan 1.000 ekor lembu kepada brahmana.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Berkat sungai itulah penduduk Tarumanegara menjadi makmur.",
+    "tokens": [
+      "Berkat",
+      "sungai",
+      "itulah",
+      "penduduk",
+      "Tarumanegara",
+      "menjadi",
+      "makmur",
+      "."
+    ],
+    "ner": ["O", "O", "O", "O", "ORG", "O", "O", "O"],
+    "srl": ["ARGM-CAU", "ARGM-CAU", "O", "ARG0", "ARG1", "V", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Berkat apa penduduk Tarumanegara menjadi makmur?",
+        "answer": "sungai",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Penduduk Tarumanegara menjadi makmur tanpa bantuan sungai.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Purnawarman adalah raja terkenal dari Tarumanegara.",
+    "tokens": [
+      "Purnawarman",
+      "adalah",
+      "raja",
+      "terkenal",
+      "dari",
+      "Tarumanegara",
+      "."
+    ],
+    "ner": ["PER", "O", "O", "O", "O", "ORG", "O"],
+    "srl": ["ARG0", "V", "ARG1", "ARG2", "ARGM-LOC", "ARGM-LOC", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Purnawarman adalah raja terkenal dari ____",
+        "answer": "Tarumanegara",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Purnawarman adalah raja terkenal dari Kerajaan Kutai.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Perlu kamu pahami bahwa setelah Kerajaan Kutai berkembang di Kalimantan Timur, di Jawa bagian barat muncul Kerajaan Tarumanegara.",
+    "tokens": [
+      "Perlu",
+      "kamu",
+      "pahami",
+      "bahwa",
+      "setelah",
+      "Kerajaan",
+      "Kutai",
+      "berkembang",
+      "di",
+      "Kalimantan",
+      "Timur",
+      ",",
+      "di",
+      "Jawa",
+      "bagian",
+      "barat",
+      "muncul",
+      "Kerajaan",
+      "Tarumanegara",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O"
+    ],
+    "srl": [
+      "ARGM-CAU",
+      "ARG1",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Setelah Kerajaan Kutai berkembang di Kalimantan Timur, di ____ muncul Kerajaan Tarumanegara",
+        "answer": "Jawa bagian barat",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kerajaan Tarumanegara muncul setelah Kutai berkembang di Jawa bagian timur.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kerajaan ini terletak tidak jauh dari pantai utara Jawa bagian barat.",
+    "tokens": [
+      "Kerajaan",
+      "ini",
+      "terletak",
+      "tidak",
+      "jauh",
+      "dari",
+      "pantai",
+      "utara",
+      "Jawa",
+      "bagian",
+      "barat",
+      "."
+    ],
+    "ner": ["ORG", "O", "O", "O", "O", "O", "LOC", "LOC", "LOC", "O", "O", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARGM-NEG",
+      "ARGM-MNR",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kerajaan Tarumanegara terletak tidak jauh dari pantai utara ____",
+        "answer": "Jawa bagian barat",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kerajaan Tarumanegara terletak jauh dari pantai utara Jawa bagian barat.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Berdasarkan prasasti-prasasti yang ditemukan letak pusat Kerajaan Tarumanegara diperkirakan berada di antara Sungai Citarum dan Cisadane.",
+    "tokens": [
+      "Berdasarkan",
+      "prasasti-prasasti",
+      "yang",
+      "ditemukan",
+      "letak",
+      "pusat",
+      "Kerajaan",
+      "Tarumanegara",
+      "diperkirakan",
+      "berada",
+      "di",
+      "antara",
+      "Sungai",
+      "Citarum",
+      "dan",
+      "Cisadane",
+      "."
+    ],
+    "ner": [
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARGM-CAU",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "V",
+      "V",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Pusat Kerajaan Tarumanegara diperkirakan berada di antara Sungai ____ dan Cisadane",
+        "answer": "Citarum",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Pusat Tarumanegara diperkirakan berada di antara Sungai Citarum dan Musi.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kalau mengingat namanya Tarumanegara, dan kata taruma mungkin berkaitan dengan kata tarum yang artinya nila.",
+    "tokens": [
+      "Kalau",
+      "mengingat",
+      "namanya",
+      "Tarumanegara",
+      ",",
+      "dan",
+      "kata",
+      "taruma",
+      "mungkin",
+      "berkaitan",
+      "dengan",
+      "kata",
+      "tarum",
+      "yang",
+      "artinya",
+      "nila",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "ORG",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARGM-MNR",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARGM-MOD",
+      "ARGM-CAU",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kata taruma mungkin berkaitan dengan kata tarum yang artinya ____",
+        "answer": "nila",
+        "id": "qa_4_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Taruma berkaitan dengan kata tarum yang artinya emas.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_4_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kata tarum dipakai sebagai nama sebuah sungai di Jawa Barat, yakni Sungai Citarum.",
+    "tokens": [
+      "Kata",
+      "tarum",
+      "dipakai",
+      "sebagai",
+      "nama",
+      "sebuah",
+      "sungai",
+      "di",
+      "Jawa",
+      "Barat",
+      ",",
+      "yakni",
+      "Sungai",
+      "Citarum",
+      "."
+    ],
+    "ner": [
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Kata tarum dipakai sebagai nama Sungai ____",
+        "answer": "Citarum",
+        "id": "qa_5_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kata tarum dipakai sebagai nama Sungai Musi.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_5_q2"
+      }
+    ]
+  },
+  {
+    "context": "Mungkin juga letak Tarumanegara dekat dengan aliran Sungai Citarum.",
+    "tokens": [
+      "Mungkin",
+      "juga",
+      "letak",
+      "Tarumanegara",
+      "dekat",
+      "dengan",
+      "aliran",
+      "Sungai",
+      "Citarum",
+      "."
+    ],
+    "ner": ["O", "O", "O", "ORG", "O", "O", "O", "LOC", "LOC", "O"],
+    "srl": [
+      "ARGM-MOD",
+      "ARGM-MOD",
+      "ARG1",
+      "ARG1",
+      "ARGM-LOC",
+      "O",
+      "ARG1",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Letak Tarumanegara mungkin dekat dengan aliran Sungai ____",
+        "answer": "Citarum",
+        "id": "qa_6_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Letak Tarumanegara jauh dari aliran Sungai Citarum.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_6_q2"
+      }
+    ]
+  },
+  {
+    "context": "Kemudian berdasarkan prasasti Tugu, Purbacaraka memperkirakan pusat Kerajaan Tarumanegara ada di daerah Bekasi.",
+    "tokens": [
+      "Kemudian",
+      "berdasarkan",
+      "prasasti",
+      "Tugu",
+      ",",
+      "Purbacaraka",
+      "memperkirakan",
+      "pusat",
+      "Kerajaan",
+      "Tarumanegara",
+      "ada",
+      "di",
+      "daerah",
+      "Bekasi",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "ORG",
+      "ORG",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARGM-TMP",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG0",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Berdasarkan prasasti Tugu, Purbacaraka memperkirakan pusat Tarumanegara ada di daerah ____",
+        "answer": "Bekasi",
+        "id": "qa_7_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Purbacaraka memperkirakan pusat Tarumanegara ada di daerah Bogor.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_7_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Sumber sejarah Tarumanegara yang utama adalah beberapa prasasti yang telah ditemukan.",
+    "tokens": [
+      "Sumber",
+      "sejarah",
+      "Tarumanegara",
+      "yang",
+      "utama",
+      "adalah",
+      "beberapa",
+      "prasasti",
+      "yang",
+      "telah",
+      "ditemukan",
+      "."
+    ],
+    "ner": ["O", "O", "ORG", "O", "O", "O", "O", "MISC", "O", "O", "O", "O"],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-TMP",
+      "V",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Sumber sejarah Tarumanegara yang utama adalah beberapa ___ yang telah ditemukan",
+        "answer": "prasasti",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Sumber sejarah Tarumanegara yang utama adalah prasasti-prasasti yang telah ditemukan.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Berkaitan dengan perkembangan Kerajaan Tarumanegara, telah ditemukan tujuh buah prasasti.",
+    "tokens": [
+      "Berkaitan",
+      "dengan",
+      "perkembangan",
+      "Kerajaan",
+      "Tarumanegara",
+      ",",
+      "telah",
+      "ditemukan",
+      "tujuh",
+      "buah",
+      "prasasti",
+      "."
+    ],
+    "ner": ["O", "O", "O", "ORG", "ORG", "O", "O", "O", "O", "O", "MISC", "O"],
+    "srl": [
+      "ARGM-CAU",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-TMP",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Telah ditemukan ___ buah prasasti terkait perkembangan Kerajaan Tarumanegara",
+        "answer": "tujuh",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Telah ditemukan lima buah prasasti terkait perkembangan Kerajaan Tarumanegara.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Prasasti-prasasti itu berhuruf Pallawa dan berbahasa Sanskerta.",
+    "tokens": [
+      "Prasasti-prasasti",
+      "itu",
+      "berhuruf",
+      "Pallawa",
+      "dan",
+      "berbahasa",
+      "Sanskerta",
+      "."
+    ],
+    "ner": ["MISC", "O", "O", "MISC", "O", "O", "MISC", "O"],
+    "srl": ["ARG0", "O", "V", "ARG1", "O", "V", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Prasasti-prasasti itu berhuruf ___ dan berbahasa Sanskerta",
+        "answer": "Pallawa",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti-prasasti itu berhuruf Pallawa dan berbahasa Melayu.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Prasasti itu adalah:",
+    "tokens": ["Prasasti", "itu", "adalah", ":"],
+    "ner": ["MISC", "O", "O", "O"],
+    "srl": ["ARG0", "O", "V", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_3_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Inskripsi yang dikeluarkan oleh Purnawarman ini ditemukan di Kampung Batu Tumbuh, Desa Tugu, dekat Tanjung Priok, Jakarta.",
+    "tokens": [
+      "Inskripsi",
+      "yang",
+      "dikeluarkan",
+      "oleh",
+      "Purnawarman",
+      "ini",
+      "ditemukan",
+      "di",
+      "Kampung",
+      "Batu",
+      "Tumbuh",
+      ",",
+      "Desa",
+      "Tugu",
+      ",",
+      "dekat",
+      "Tanjung",
+      "Priok",
+      ",",
+      "Jakarta",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARG1",
+      "V",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang mengeluarkan inskripsi ini?",
+        "answer": "Purnawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Di mana inskripsi ini ditemukan?",
+        "answer": "Kampung Batu Tumbuh, Desa Tugu, dekat Tanjung Priok, Jakarta",
+        "id": "qa_0_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Inskripsi ini ditemukan di Kampung Batu Tumbuh, Desa Tugu, dekat Tanjung Priok, Jakarta.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q3"
+      }
+    ]
+  },
+
+  {
+    "context": "Inskripsi tersebut isinya sebagai berikut:",
+    "tokens": ["Inskripsi", "tersebut", "isinya", "sebagai", "berikut", ":"],
+    "ner": ["MISC", "O", "O", "O", "O", "O"],
+    "srl": ["ARG1", "O", "ARG1", "V", "ARG1", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+  {
+    "context": "Dituliskan dalam lima baris tulisan beraksara Pallawa dan bahasa Sanskerta.",
+    "tokens": [
+      "Dituliskan",
+      "dalam",
+      "lima",
+      "baris",
+      "tulisan",
+      "beraksara",
+      "Pallawa",
+      "dan",
+      "bahasa",
+      "Sanskerta",
+      "."
+    ],
+    "ner": ["O", "O", "O", "O", "O", "O", "MISC", "O", "O", "MISC", "O"],
+    "srl": [
+      "V",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARGM-MNR",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Inskripsi tersebut dituliskan dalam berapa baris tulisan?",
+        "answer": "lima baris",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Dengan aksara apa inskripsi tersebut ditulis?",
+        "answer": "Pallawa",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "isian",
+        "question": "Dalam bahasa apa inskripsi tersebut ditulis?",
+        "answer": "Sanskerta",
+        "id": "qa_1_q3"
+      },
+      {
+        "type": "true_false",
+        "question": "Inskripsi tersebut ditulis dalam aksara Latin dan bahasa Melayu.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q4"
+      }
+    ]
+  },
+
+  {
+    "context": "kali yang bernama Candrabhaga telah digali oleh maharaja yang mulia dan mempunyai lengan kencang dan kuat (yakni Raja Purnawarman) untuk mengalirkannya ke laut setelah kali ini sampai di istana kerajaan yang termashur",
+    "tokens": [
+      "kali",
+      "yang",
+      "bernama",
+      "Candrabhaga",
+      "telah",
+      "digali",
+      "oleh",
+      "maharaja",
+      "yang",
+      "mulia",
+      "dan",
+      "mempunyai",
+      "lengan",
+      "kencang",
+      "dan",
+      "kuat",
+      "(",
+      "yakni",
+      "Raja",
+      "Purnawarman",
+      ")",
+      "untuk",
+      "mengalirkannya",
+      "ke",
+      "laut",
+      "setelah",
+      "kali",
+      "ini",
+      "sampai",
+      "di",
+      "istana",
+      "kerajaan",
+      "yang",
+      "termashur"
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARGM-TMP",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-CC",
+      "ARGM-MNR",
+      "ARG1",
+      "ARGM-MNR",
+      "ARGM-CC",
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARG0",
+      "ARG0",
+      "O",
+      "ARGM-PURP",
+      "V",
+      "ARGM-LOC",
+      "ARG1",
+      "ARGM-TMP",
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang menggali kali Candrabhaga?",
+        "answer": "Raja Purnawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kali Candrabhaga digali untuk mengalirkannya ke laut.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Pada tahun ke-22 dari tahta Yang Mulia Raja Purnawarman yang berkilauan-kilauan karena kepandaian dan kebijaksanaannya serta menjadi panji-panji segala raja beliau memerintahkan pula menggali kali yang permai dan berair jernih Gomati namanya setelah kali itu mengalir di tengah-tengah tanah kediaman Yang Mulia Sang Pandeta Nenekda",
+    "tokens": [
+      "Pada",
+      "tahun",
+      "ke-22",
+      "dari",
+      "tahta",
+      "Yang",
+      "Mulia",
+      "Raja",
+      "Purnawarman",
+      "yang",
+      "berkilauan-kilauan",
+      "karena",
+      "kepandaian",
+      "dan",
+      "kebijaksanaannya",
+      "serta",
+      "menjadi",
+      "panji-panji",
+      "segala",
+      "raja",
+      "beliau",
+      "memerintahkan",
+      "pula",
+      "menggali",
+      "kali",
+      "yang",
+      "permai",
+      "dan",
+      "berair",
+      "jernih",
+      "Gomati",
+      "namanya",
+      "setelah",
+      "kali",
+      "itu",
+      "mengalir",
+      "di",
+      "tengah-tengah",
+      "tanah",
+      "kediaman",
+      "Yang",
+      "Mulia",
+      "Sang",
+      "Pandeta",
+      "Nenekda"
+    ],
+    "ner": [
+      "O",
+      "DATE",
+      "DATE",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "V",
+      "O",
+      "V",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "PER",
+      "PER"
+    ],
+    "srl": [
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-CAU",
+      "ARG1",
+      "ARGM-CC",
+      "ARG1",
+      "ARGM-CC",
+      "ARGM-PRP",
+      "ARG1",
+      "ARGM-CC",
+      "ARG1",
+      "ARG0",
+      "V",
+      "ARGM-ADD",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-CC",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-TMP",
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Pada tahun berapa Raja Purnawarman memerintahkan penggalian kali Gomati?",
+        "answer": "tahun ke-22",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Apa nama kali yang kedua digali Raja Purnawarman?",
+        "answer": "Gomati",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Kali Gomati digali setelah mengalir di tengah-tengah tanah kediaman Sang Pandeta Nenekda.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q3"
+      }
+    ]
+  },
+  {
+    "context": "Pekerjaan ini dimulai pada hari yang baik tanggal delapan paroh gelap bulan Phalguna dan selesai pada tanggal 13 paroh terang bulan Caitra jadi hanya dalam 21 hari saja sedang galian itu panjangnya 6.122 busur ± 11 km",
+    "tokens": [
+      "Pekerjaan",
+      "ini",
+      "dimulai",
+      "pada",
+      "hari",
+      "yang",
+      "baik",
+      "tanggal",
+      "delapan",
+      "paroh",
+      "gelap",
+      "bulan",
+      "Phalguna",
+      "dan",
+      "selesai",
+      "pada",
+      "tanggal",
+      "13",
+      "paroh",
+      "terang",
+      "bulan",
+      "Caitra",
+      "jadi",
+      "hanya",
+      "dalam",
+      "21",
+      "hari",
+      "saja",
+      "sedang",
+      "galian",
+      "itu",
+      "panjangnya",
+      "6.122",
+      "busur",
+      "±",
+      "11",
+      "km"
+    ],
+    "ner": [
+      "ARG0",
+      "O",
+      "V",
+      "O",
+      "O",
+      "O",
+      "O",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "O",
+      "V",
+      "O",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "DATE",
+      "O",
+      "O",
+      "O",
+      "DATE",
+      "DATE",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "MISC"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-MOD",
+      "ARGM-TMP",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARGM-TMP",
+      "ARG1",
+      "ARGM-CC",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARGM-PRP",
+      "ARGM-MNR",
+      "ARGM-LOC",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-QUANT",
+      "ARGM-UNIT",
+      "ARGM-UNIT"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dalam berapa hari pekerjaan penggalian selesai?",
+        "answer": "21 hari",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Berapa panjang galian yang dibuat?",
+        "answer": "6.122 busur",
+        "id": "qa_2_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Pekerjaan penggalian selesai dalam 21 hari.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q3"
+      },
+      {
+        "type": "true_false",
+        "question": "Galian itu panjangnya kurang dari 10 km.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q4"
+      }
+    ]
+  },
+  {
+    "context": "Selamatan baginya dilakukan oleh brahmana disertai persembahan 1.000 ekor sapi",
+    "tokens": [
+      "Selamatan",
+      "baginya",
+      "dilakukan",
+      "oleh",
+      "brahmana",
+      "disertai",
+      "persembahan",
+      "1.000",
+      "ekor",
+      "sapi"
+    ],
+    "ner": ["O", "O", "V", "O", "ETH", "O", "O", "O", "O", "MISC"],
+    "srl": [
+      "ARG1",
+      "ARG2",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARGM-MNR",
+      "ARG1",
+      "ARGM-QUANT",
+      "ARGM-QUANT",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang melakukan selamatan bagi Purnawarman?",
+        "answer": "brahmana",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Berapa ekor sapi dipersembahkan dalam selamatan?",
+        "answer": "1.000 ekor",
+        "id": "qa_3_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Selamatan itu disertai persembahan 1.000 ekor sapi.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_3_q3"
+      }
+    ]
+  },
+
+  {
+    "context": "kali yang bernama Candrabhaga telah digali oleh maharaja yang mulia dan mempunyai lengan kencang dan kuat (yakni Raja Purnawarman) untuk mengalirkannya ke laut setelah kali ini sampai di istana kerajaan yang termashur",
+    "tokens": [
+      "kali",
+      "yang",
+      "bernama",
+      "Candrabhaga",
+      "telah",
+      "digali",
+      "oleh",
+      "maharaja",
+      "yang",
+      "mulia",
+      "dan",
+      "mempunyai",
+      "lengan",
+      "kencang",
+      "dan",
+      "kuat",
+      "(",
+      "yakni",
+      "Raja",
+      "Purnawarman",
+      ")",
+      "untuk",
+      "mengalirkannya",
+      "ke",
+      "laut",
+      "setelah",
+      "kali",
+      "ini",
+      "sampai",
+      "di",
+      "istana",
+      "kerajaan",
+      "yang",
+      "termashur"
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARGM-TMP",
+      "V",
+      "O",
+      "ARG0",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARG0",
+      "ARG0",
+      "O",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-TMP",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang menggali kali Candrabhaga?",
+        "answer": "Raja Purnawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Kali Candrabhaga digali untuk mengalirkannya ke laut.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Pada tahun ke-22 dari tahta Yang Mulia Raja Purnawarman yang berkilauan-kilauan karena kepandaian dan kebijaksanaannya serta menjadi panji-panji segala raja beliau memerintahkan pula menggali kali yang permai dan berair jernih Gomati namanya setelah kali itu mengalir di tengah-tengah tanah kediaman Yang Mulia Sang Pandeta Nenekda",
+    "tokens": [
+      "Pada",
+      "tahun",
+      "ke-22",
+      "dari",
+      "tahta",
+      "Yang",
+      "Mulia",
+      "Raja",
+      "Purnawarman",
+      "yang",
+      "berkilauan-kilauan",
+      "karena",
+      "kepandaian",
+      "dan",
+      "kebijaksanaannya",
+      "serta",
+      "menjadi",
+      "panji-panji",
+      "segala",
+      "raja",
+      "beliau",
+      "memerintahkan",
+      "pula",
+      "menggali",
+      "kali",
+      "yang",
+      "permai",
+      "dan",
+      "berair",
+      "jernih",
+      "Gomati",
+      "namanya",
+      "setelah",
+      "kali",
+      "itu",
+      "mengalir",
+      "di",
+      "tengah-tengah",
+      "tanah",
+      "kediaman",
+      "Yang",
+      "Mulia",
+      "Sang",
+      "Pandeta",
+      "Nenekda"
+    ],
+    "ner": [
+      "O",
+      "TIME",
+      "QUANT",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "PER",
+      "PER"
+    ],
+    "srl": [
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-CAU",
+      "ARG1",
+      "ARGM-MNR",
+      "ARG1",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARG0",
+      "V",
+      "O",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-TMP",
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Pada tahun berapa Raja Purnawarman memerintahkan penggalian kali Gomati?",
+        "answer": "ke-22",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Apa nama kali yang kedua digali Raja Purnawarman?",
+        "answer": "Gomati",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Kali Gomati digali setelah mengalir di tengah-tengah tanah kediaman Sang Pandeta Nenekda.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_1_q3"
+      }
+    ]
+  },
+  {
+    "context": "Pekerjaan ini dimulai pada hari yang baik tanggal delapan paroh gelap bulan Phalguna dan selesai pada tanggal 13 paroh terang bulan Caitra jadi hanya dalam 21 hari saja sedang galian itu panjangnya 6.122 busur ± 11 km",
+    "tokens": [
+      "Pekerjaan",
+      "ini",
+      "dimulai",
+      "pada",
+      "hari",
+      "yang",
+      "baik",
+      "tanggal",
+      "delapan",
+      "paroh",
+      "gelap",
+      "bulan",
+      "Phalguna",
+      "dan",
+      "selesai",
+      "pada",
+      "tanggal",
+      "13",
+      "paroh",
+      "terang",
+      "bulan",
+      "Caitra",
+      "jadi",
+      "hanya",
+      "dalam",
+      "21",
+      "hari",
+      "saja",
+      "sedang",
+      "galian",
+      "itu",
+      "panjangnya",
+      "6.122",
+      "busur",
+      "±",
+      "11",
+      "km"
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "DATE",
+      "QUANT",
+      "O",
+      "O",
+      "O",
+      "DATE",
+      "O",
+      "O",
+      "O",
+      "DATE",
+      "QUANT",
+      "O",
+      "O",
+      "DATE",
+      "DATE",
+      "O",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "O",
+      "QUANT",
+      "MISC"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "ARGM-MOD",
+      "ARGM-MOD",
+      "ARGM-TMP",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "O",
+      "V",
+      "O",
+      "ARGM-TMP",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dalam berapa hari pekerjaan penggalian selesai?",
+        "answer": "21 hari",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Berapa panjang galian yang dibuat?",
+        "answer": "6.122 busur",
+        "id": "qa_2_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Pekerjaan penggalian selesai dalam 21 hari.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q3"
+      },
+      {
+        "type": "true_false",
+        "question": "Galian itu panjangnya kurang dari 10 km.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_2_q4"
+      }
+    ]
+  },
+  {
+    "context": "Selamatan baginya dilakukan oleh brahmana disertai persembahan 1.000 ekor sapi",
+    "tokens": [
+      "Selamatan",
+      "baginya",
+      "dilakukan",
+      "oleh",
+      "brahmana",
+      "disertai",
+      "persembahan",
+      "1.000",
+      "ekor",
+      "sapi"
+    ],
+    "ner": ["O", "O", "O", "O", "ETH", "O", "O", "QUANT", "O", "MISC"],
+    "srl": [
+      "ARG1",
+      "ARG2",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang melakukan selamatan bagi Purnawarman?",
+        "answer": "brahmana",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Berapa ekor sapi dipersembahkan dalam selamatan?",
+        "answer": "1.000 ekor",
+        "id": "qa_3_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Selamatan itu disertai persembahan 1.000 ekor sapi.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_3_q3"
+      }
+    ]
+  },
+  {
+    "context": "Selamatan baginya dilakukan oleh brahmana disertai persembahan 1.000 ekor sapi",
+    "tokens": [
+      "Selamatan",
+      "baginya",
+      "dilakukan",
+      "oleh",
+      "brahmana",
+      "disertai",
+      "persembahan",
+      "1.000",
+      "ekor",
+      "sapi"
+    ],
+    "ner": ["O", "O", "O", "O", "ETH", "O", "O", "QUANT", "O", "MISC"],
+    "srl": [
+      "ARG1",
+      "ARG2",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang melakukan selamatan bagi Purnawarman?",
+        "answer": "brahmana",
+        "id": "qa_3_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Berapa ekor sapi dipersembahkan dalam selamatan?",
+        "answer": "1.000 ekor",
+        "id": "qa_3_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Selamatan itu disertai persembahan 1.000 ekor sapi.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_3_q3"
+      }
+    ]
+  },
+
+  {
+    "context": "ini bekas dua kaki yang seperti kaki Dewa Wisnu ialah kaki Yang Mulia Sang Purnawarman raja di negeri Taruma raja yang gagah berani di dunia",
+    "tokens": [
+      "ini",
+      "bekas",
+      "dua",
+      "kaki",
+      "yang",
+      "seperti",
+      "kaki",
+      "Dewa",
+      "Wisnu",
+      "ialah",
+      "kaki",
+      "Yang",
+      "Mulia",
+      "Sang",
+      "Purnawarman",
+      "raja",
+      "di",
+      "negeri",
+      "Taruma",
+      "raja",
+      "yang",
+      "gagah",
+      "berani",
+      "di",
+      "dunia"
+    ],
+    "ner": [
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "PER",
+      "PER",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARG2",
+      "ARG2",
+      "ARG2",
+      "ARG2",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-MNR",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Telapak kaki itu milik siapa?",
+        "answer": "Sang Purnawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Teks menyatakan itu adalah bekas dua kaki Dewa Wisnu.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Beberapa sarjana telah berusaha membaca inskripsi B namun hasilnya belum memuaskan inskripsi B ini dibaca oleh JLA Brandes sebagai Cri Tji aroe Eun waca sedangkan H Kern membacanya Purnavarmma padam yang berarti telapak kaki Purnawarman",
+    "tokens": [
+      "Beberapa",
+      "sarjana",
+      "telah",
+      "berusaha",
+      "membaca",
+      "inskripsi",
+      "B",
+      "namun",
+      "hasilnya",
+      "belum",
+      "memuaskan",
+      "inskripsi",
+      "B",
+      "ini",
+      "dibaca",
+      "oleh",
+      "JLA",
+      "Brandes",
+      "sebagai",
+      "Cri",
+      "Tji",
+      "aroe",
+      "Eun",
+      "waca",
+      "sedangkan",
+      "H",
+      "Kern",
+      "membacanya",
+      "Purnavarmma",
+      "padam",
+      "yang",
+      "berarti",
+      "telapak",
+      "kaki",
+      "Purnawarman"
+    ],
+    "ner": [
+      "QUANT",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O",
+      "MISC",
+      "MISC",
+      "MISC",
+      "MISC",
+      "MISC",
+      "O",
+      "PER",
+      "PER",
+      "V",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "PER"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARGM-TMP",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARGM-NEG",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARG0",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG0",
+      "ARG0",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa yang membaca inskripsi B sebagai Cri Tji aroe Eun waca?",
+        "answer": "JLA Brandes",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Apa arti bacaan Purnavarmma padam?",
+        "answer": "telapak kaki Purnawarman",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "H Kern membaca inskripsi B sebagai Cri Tji aroe Eun waca.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q3"
+      }
+    ]
+  },
+
+  {
+    "context": "Prasasti ini ditemukan di Kampung Muara, Desa Ciaruetun Hilir, Cibungbulang, Bogor.",
+    "tokens": [
+      "Prasasti",
+      "ini",
+      "ditemukan",
+      "di",
+      "Kampung",
+      "Muara",
+      ",",
+      "Desa",
+      "Ciaruetun",
+      "Hilir",
+      ",",
+      "Cibungbulang",
+      ",",
+      "Bogor",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Di mana prasasti ini ditemukan?",
+        "answer": "Kampung Muara, Desa Ciaruetun Hilir, Cibungbulang, Bogor",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti ini ditemukan di Kampung Muara, Desa Ciaruetun Hilir, Cibungbulang, Bogor.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Prasastinya dipahatkan dalam satu baris yang diapit oleh dua buah pahatan telapak kaki gajah.",
+    "tokens": [
+      "Prasastinya",
+      "dipahatkan",
+      "dalam",
+      "satu",
+      "baris",
+      "yang",
+      "diapit",
+      "oleh",
+      "dua",
+      "buah",
+      "pahatan",
+      "telapak",
+      "kaki",
+      "gajah",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "QUANT",
+      "O",
+      "MISC",
+      "MISC",
+      "MISC",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "V",
+      "ARGM-LOC",
+      "ARGM-QUANT",
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-CAU",
+      "ARGM-QUANT",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Dalam berapa baris dipahat prasastinya?",
+        "answer": "satu baris",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasastinya dipahatkan dalam dua baris.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Isinya sebagai berikut Di sini tampak sepasang telapak kaki yang seperti telapak kaki Airawata gajah penguasa Taruma yang agung dalam dan kejayaan",
+    "tokens": [
+      "Isinya",
+      "sebagai",
+      "berikut",
+      "Di",
+      "sini",
+      "tampak",
+      "sepasang",
+      "telapak",
+      "kaki",
+      "yang",
+      "seperti",
+      "telapak",
+      "kaki",
+      "Airawata",
+      "gajah",
+      "penguasa",
+      "Taruma",
+      "yang",
+      "agung",
+      "dalam",
+      "dan",
+      "kejayaan"
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "PER",
+      "MISC",
+      "O",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Sepasang telapak kaki itu digambarkan seperti kaki siapa?",
+        "answer": "Airawata",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Telapak kaki digambarkan milik gajah penguasa Taruma.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Prasasti Muara Cianten terletak di muara Kali Cianten, Kampung Muara, Desa Ciaruteun Hilir, Cibungbulan, Bogor.",
+    "tokens": [
+      "Prasasti",
+      "Muara",
+      "Cianten",
+      "terletak",
+      "di",
+      "muara",
+      "Kali",
+      "Cianten",
+      ",",
+      "Kampung",
+      "Muara",
+      ",",
+      "Desa",
+      "Ciaruteun",
+      "Hilir",
+      ",",
+      "Cibungbulan",
+      ",",
+      "Bogor",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG0",
+      "ARG0",
+      "ARG0",
+      "V",
+      "O",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Prasasti Muara Cianten terletak di ____",
+        "answer": "muara Kali Cianten, Kampung Muara, Desa Ciaruteun Hilir, Cibungbulan, Bogor",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti Muara Cianten terletak di Desa Ciaruteun Hilir, Bogor.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Inskripsi ini belum dapat dibaca.",
+    "tokens": ["Inskripsi", "ini", "belum", "dapat", "dibaca", "."],
+    "ner": ["MISC", "O", "O", "O", "O", "O"],
+    "srl": ["ARG1", "ARG1", "ARGM-NEG", "ARGM-MOD", "V", "O"],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+  {
+    "context": "Inskripsi ini dipahatkan dalam bentuk aksara yang menyerupai sulur-suluran, dan oleh para ahli disebut aksara ikal.",
+    "tokens": [
+      "Inskripsi",
+      "ini",
+      "dipahatkan",
+      "dalam",
+      "bentuk",
+      "aksara",
+      "yang",
+      "menyerupai",
+      "sulur-suluran",
+      ",",
+      "dan",
+      "oleh",
+      "para",
+      "ahli",
+      "disebut",
+      "aksara",
+      "ikal",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "V",
+      "MISC",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "V",
+      "O",
+      "ARGM-MNR",
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "O",
+      "ARGM-CAU",
+      "O",
+      "O",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_2_q1"
+      },
+
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_2_q3"
+      }
+    ]
+  },
+
+  {
+    "context": "Prasasti Jambu (Pasir Koleangkak) terletak di sebuah bukit pasir Koleangkak, Desa Parakan Muncang, Nanggung, Bogor.",
+    "tokens": [
+      "Prasasti",
+      "Jambu",
+      "(",
+      "Pasir",
+      "Koleangkak",
+      ")",
+      "terletak",
+      "di",
+      "sebuah",
+      "bukit",
+      "pasir",
+      "Koleangkak",
+      ",",
+      "Desa",
+      "Parakan",
+      "Muncang",
+      ",",
+      "Nanggung",
+      ",",
+      "Bogor",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "MISC",
+      "O",
+      "MISC",
+      "LOC",
+      "O",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "MISC",
+      "LOC",
+      "O",
+      "MISC",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG2",
+      "O",
+      "V",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Di mana Prasasti Jambu (Pasir Koleangkak) terletak?",
+        "answer": "di sebuah bukit pasir Koleangkak, Desa Parakan Muncang, Nanggung, Bogor",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti Jambu terletak di Kota Jakarta.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Inskripsinya dituliskan dalam dua baris tulisan dengan aksara Pallawa dan bahasa Sansekerta.",
+    "tokens": [
+      "Inskripsinya",
+      "dituliskan",
+      "dalam",
+      "dua",
+      "baris",
+      "tulisan",
+      "dengan",
+      "aksara",
+      "Pallawa",
+      "dan",
+      "bahasa",
+      "Sansekerta",
+      "."
+    ],
+    "ner": [
+      "MISC",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "MISC",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Inskripsinya dituliskan dalam berapa baris tulisan?",
+        "answer": "dua baris",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Dengan aksara apa inskripsi tersebut ditulis?",
+        "answer": "Pallawa",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "isian",
+        "question": "Dalam bahasa apa inskripsi tersebut ditulis?",
+        "answer": "Sansekerta",
+        "id": "qa_1_q3"
+      },
+      {
+        "type": "true_false",
+        "question": "Inskripsinya dituliskan dalam satu baris tulisan.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_1_q4"
+      }
+    ]
+  },
+
+  {
+    "context": "Gagah, mengagumkan dan jujur terhadap tugasnya, adalah pemimpin manusia yang tiada taranya, yang termashur Sri Purnawarman, yang sekali waktu memerintah di Tarumanegara dan yang baju zirahnya yang terkenal tiada dapat ditembus senjata musuh. Ini adalah sepasang telapak kakinya, yang senantiasa berhasil menggempur musuh, hormat kepada para pangeran, tetapi merupakan duri dalam daging musuh-musuhnya",
+    "tokens": [
+      "Gagah",
+      ",",
+      "mengagumkan",
+      "dan",
+      "jujur",
+      "terhadap",
+      "tugasnya",
+      ",",
+      "adalah",
+      "pemimpin",
+      "manusia",
+      "yang",
+      "tiada",
+      "taranya",
+      ",",
+      "yang",
+      "termashur",
+      "Sri",
+      "Purnawarman",
+      ",",
+      "yang",
+      "sekali",
+      "waktu",
+      "memerintah",
+      "di",
+      "Tarumanegara",
+      "dan",
+      "yang",
+      "baju",
+      "zirahnya",
+      "yang",
+      "terkenal",
+      "tiada",
+      "dapat",
+      "ditembus",
+      "senjata",
+      "musuh",
+      ".",
+      "Ini",
+      "adalah",
+      "sepasang",
+      "telapak",
+      "kakinya",
+      ",",
+      "yang",
+      "senantiasa",
+      "berhasil",
+      "menggempur",
+      "musuh",
+      ",",
+      "hormat",
+      "kepada",
+      "para",
+      "pangeran",
+      ",",
+      "tetapi",
+      "merupakan",
+      "duri",
+      "dalam",
+      "daging",
+      "musuh-musuhnya"
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "TIME",
+      "TIME",
+      "O",
+      "O",
+      "ORG",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "MISC",
+      "MISC",
+      "MISC"
+    ],
+    "srl": [
+      "ARG1",
+      "O",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARGM-CAU",
+      "ARG1",
+      "O",
+      "V",
+      "ARG1",
+      "ARG2",
+      "O",
+      "ARGM-NEG",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG0",
+      "ARG0",
+      "O",
+      "O",
+      "ARGM-TMP",
+      "ARGM-TMP",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARGM-MNR",
+      "ARG1",
+      "ARG1",
+      "V",
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARGM-CAU",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa pemimpin manusia yang tiada taranya?",
+        "answer": "Sri Purnawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Di manakah Sri Purnawarman memerintah sekali waktu?",
+        "answer": "di Tarumanegara",
+        "id": "qa_0_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Baju zirah Sri Purnawarman dapat ditembus senjata musuh.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q3"
+      },
+      {
+        "type": "isian",
+        "question": "Apa yang senantiasa berhasil menggempur musuh?",
+        "answer": "sepasang telapak kaki",
+        "id": "qa_0_q4"
+      },
+      {
+        "type": "true_false",
+        "question": "Teks menyatakan sepatu Sri Purnawarman sebagai duri dalam daging musuh-musuhnya.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q5"
+      }
+    ]
+  },
+
+  {
+    "context": "Gagah, mengagumkan dan jujur terhadap tugasnya, adalah pemimpin manusia yang tiada taranya, yang termashur Sri Purnawarman, yang sekali waktu memerintah di Tarumanegara dan yang baju zirahnya yang terkenal tiada dapat ditembus senjata musuh.",
+    "tokens": [
+      "Gagah",
+      ",",
+      "mengagumkan",
+      "dan",
+      "jujur",
+      "terhadap",
+      "tugasnya",
+      ",",
+      "adalah",
+      "pemimpin",
+      "manusia",
+      "yang",
+      "tiada",
+      "taranya",
+      ",",
+      "yang",
+      "termashur",
+      "Sri",
+      "Purnawarman",
+      ",",
+      "yang",
+      "sekali",
+      "waktu",
+      "memerintah",
+      "di",
+      "Tarumanegara",
+      "dan",
+      "yang",
+      "baju",
+      "zirahnya",
+      "yang",
+      "terkenal",
+      "tiada",
+      "dapat",
+      "ditembus",
+      "senjata",
+      "musuh",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "TIME",
+      "TIME",
+      "O",
+      "O",
+      "ORG",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARGM-MNR",
+      "O",
+      "ARGM-MNR",
+      "O",
+      "ARGM-MNR",
+      "ARGM-CAU",
+      "ARG1",
+      "O",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "ARGM-TMP",
+      "V",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "ARG1",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Siapa pemimpin manusia yang tiada taranya?",
+        "answer": "Sri Purnawarman",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Di manakah Sri Purnawarman memerintah sekali waktu?",
+        "answer": "Tarumanegara",
+        "id": "qa_0_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Baju zirah Sri Purnawarman dapat ditembus senjata musuh.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q3"
+      }
+    ]
+  },
+  {
+    "context": "Ini adalah sepasang telapak kakinya, yang senantiasa berhasil menggempur musuh, hormat kepada para pangeran, tetapi merupakan duri dalam daging musuh-musuhnya.",
+    "tokens": [
+      "Ini",
+      "adalah",
+      "sepasang",
+      "telapak",
+      "kakinya",
+      ",",
+      "yang",
+      "senantiasa",
+      "berhasil",
+      "menggempur",
+      "musuh",
+      ",",
+      "hormat",
+      "kepada",
+      "para",
+      "pangeran",
+      ",",
+      "tetapi",
+      "merupakan",
+      "duri",
+      "dalam",
+      "daging",
+      "musuh-musuhnya",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "MISC",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "V",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "O",
+      "ARGM-MNR",
+      "V",
+      "ARG1",
+      "ARG1",
+      "O",
+      "V",
+      "ARGM-CAU",
+      "ARG0",
+      "ARG1",
+      "O",
+      "ARGM-CONJ",
+      "V",
+      "ARG1",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "",
+        "answer": "",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "",
+        "options": ["true", "false"],
+        "answer": "",
+        "id": "qa_1_q2"
+      }
+    ]
+  },
+
+  {
+    "context": "Terletak di tepi kali Cidanghiang, Desa Lebak, Munjul, Banten Selatan.",
+    "tokens": [
+      "Terletak",
+      "di",
+      "tepi",
+      "kali",
+      "Cidanghiang",
+      ",",
+      "Desa",
+      "Lebak",
+      ",",
+      "Munjul",
+      ",",
+      "Banten",
+      "Selatan",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "O",
+      "LOC",
+      "O",
+      "LOC",
+      "LOC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "O",
+      "ARGM-LOC",
+      "ARGM-LOC",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Di mana prasasti ini terletak?",
+        "answer": "di tepi kali Cidanghiang, Desa Lebak, Munjul, Banten Selatan",
+        "id": "qa_0_q1"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti ini terletak di pegunungan Jawa Tengah.",
+        "options": ["true", "false"],
+        "answer": "false",
+        "id": "qa_0_q2"
+      }
+    ]
+  },
+  {
+    "context": "Dituliskan dalam dua baris tulisan beraksara Pallawa dan bahasa Sanskerta.",
+    "tokens": [
+      "Dituliskan",
+      "dalam",
+      "dua",
+      "baris",
+      "tulisan",
+      "beraksara",
+      "Pallawa",
+      "dan",
+      "bahasa",
+      "Sanskerta",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "QUANT",
+      "MISC",
+      "MISC",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARGM-LOC",
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "ARGM-MNR",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Inskripsi dituliskan dalam berapa baris?",
+        "answer": "dua baris",
+        "id": "qa_1_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Dengan aksara apa ditulis prasasti ini?",
+        "answer": "Pallawa",
+        "id": "qa_1_q2"
+      },
+      {
+        "type": "isian",
+        "question": "Dalam bahasa apa prasasti ini ditulis?",
+        "answer": "Sanskerta",
+        "id": "qa_1_q3"
+      }
+    ]
+  },
+  {
+    "context": "Inilah tanda keperwiraan, keagungan, dan keberanian yang sesungguhnya dari Raja Dunia, Yang Mulia Purnwarman, yang menjadi panji sekalian raja-raja.",
+    "tokens": [
+      "Inilah",
+      "tanda",
+      "keperwiraan",
+      ",",
+      "keagungan",
+      ",",
+      "dan",
+      "keberanian",
+      "yang",
+      "sesungguhnya",
+      "dari",
+      "Raja",
+      "Dunia",
+      ",",
+      "Yang",
+      "Mulia",
+      "Purnwarman",
+      ",",
+      "yang",
+      "menjadi",
+      "panji",
+      "sekalian",
+      "raja-raja",
+      "."
+    ],
+    "ner": [
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "O",
+      "O",
+      "PER",
+      "MISC",
+      "O",
+      "PER",
+      "PER",
+      "PER",
+      "O",
+      "O",
+      "O",
+      "MISC",
+      "O",
+      "MISC",
+      "O"
+    ],
+    "srl": [
+      "ARG1",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "O",
+      "O",
+      "ARG1",
+      "O",
+      "ARGM-MOD",
+      "ARGM-CAU",
+      "ARG1",
+      "ARG1",
+      "O",
+      "ARG1",
+      "ARG2",
+      "ARG2",
+      "O",
+      "O",
+      "V",
+      "ARG1",
+      "ARGM-MNR",
+      "ARG1",
+      "O"
+    ],
+    "qas": [
+      {
+        "type": "isian",
+        "question": "Apa yang ditandai oleh prasasti ini?",
+        "answer": "keperwiraan, keagungan, dan keberanian",
+        "id": "qa_2_q1"
+      },
+      {
+        "type": "isian",
+        "question": "Siapa yang disebut sebagai Raja Dunia?",
+        "answer": "Yang Mulia Purnwarman",
+        "id": "qa_2_q2"
+      },
+      {
+        "type": "true_false",
+        "question": "Prasasti ini menyebut Purnawarman sebagai panji sekalian raja-raja.",
+        "options": ["true", "false"],
+        "answer": "true",
+        "id": "qa_2_q3"
+      }
+    ]
   }
 ]
diff --git a/question_generation/question_generation_model.ipynb b/question_generation/question_generation_model.ipynb
index 53ec29f..93097ce 100644
--- a/question_generation/question_generation_model.ipynb
+++ b/question_generation/question_generation_model.ipynb
@@ -2,30 +2,10 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 75,
    "id": "02cbdb19",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "2025-05-14 22:59:30.964921: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n",
-      "2025-05-14 22:59:30.965513: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n",
-      "2025-05-14 22:59:30.969003: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n",
-      "2025-05-14 22:59:30.976754: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
-      "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n",
-      "E0000 00:00:1747238370.990701  467162 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
-      "E0000 00:00:1747238370.994078  467162 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
-      "W0000 00:00:1747238371.004091  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
-      "W0000 00:00:1747238371.004113  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
-      "W0000 00:00:1747238371.004115  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
-      "W0000 00:00:1747238371.004117  467162 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n",
-      "2025-05-14 22:59:31.007720: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
-      "To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import numpy as np\n",
     "import json\n",
@@ -48,17 +28,24 @@
     "import matplotlib.pyplot as plt\n",
     "import re\n",
     "from rouge_score import rouge_scorer\n",
-    "from nltk.translate.bleu_score import sentence_bleu\n"
+    "from nltk.translate.bleu_score import sentence_bleu"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 76,
    "id": "f9c0af74",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "total question  931\n"
+     ]
+    }
+   ],
    "source": [
-    "\n",
     "# Load data\n",
     "with open(\"data_converted.json\", \"r\") as f:\n",
     "    data = json.load(f)\n",
@@ -83,19 +70,23 @@
     "    q_types = []\n",
     "\n",
     "    for item in data:\n",
+    "        \n",
     "        for qa in item[\"qas\"]:\n",
-    "            contexts.append(preprocess_text(item[\"context\"]))\n",
-    "            tokens_list.append(item[\"tokens\"])\n",
+    "            if  qa[\"question\"] == \"\":\n",
+    "                continue\n",
+    "            context = preprocess_text(item[\"context\"])\n",
+    "            contexts.append(context)\n",
+    "            token = [preprocess_text(token) for token in item[\"tokens\"]]\n",
+    "            tokens_list.append(token)\n",
     "            ner_list.append(item[\"ner\"])\n",
     "            srl_list.append(item[\"srl\"])\n",
     "            questions.append(preprocess_text(qa[\"question\"]))\n",
     "            q_types.append(qa[\"type\"])\n",
     "            # Tidak mengambil jawaban (answer) sebagai input\n",
-    "\n",
+    "    print(\"total question \", len(questions))\n",
     "    return contexts, tokens_list, ner_list, srl_list, questions, q_types\n",
     "\n",
     "\n",
-    "# Siapkan data\n",
     "contexts, tokens_list, ner_list, srl_list, questions, q_types = (\n",
     "    prepare_question_prediction_data(data)\n",
     ")"
@@ -103,12 +94,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 77,
    "id": "952f71da",
    "metadata": {},
    "outputs": [],
    "source": [
-    "\n",
     "# Tokenizer untuk teks (context, question)\n",
     "max_vocab_size = 10000\n",
     "tokenizer = Tokenizer(num_words=max_vocab_size, oov_token=\"\")\n",
@@ -188,13 +178,12 @@
     "# Pad sequences\n",
     "context_padded, token_padded, ner_padded, srl_padded, question_padded = (\n",
     "    pad_all_sequences(context_seqs, token_seqs, ner_seqs, srl_seqs, question_seqs)\n",
-    ")\n",
-    "\n"
+    ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 78,
    "id": "37ffc0e5",
    "metadata": {},
    "outputs": [],
@@ -227,25 +216,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 79,
    "id": "df580682",
    "metadata": {},
    "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "2025-05-14 22:59:34.337587: E external/local_xla/xla/stream_executor/cuda/cuda_platform.cc:51] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303)\n"
-     ]
-    },
     {
      "data": {
       "text/html": [
-       "
Model: \"functional\"\n",
+       "
Model: \"functional_8\"\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1mModel: \"functional\"\u001b[0m\n"
+       "\u001b[1mModel: \"functional_8\"\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -257,44 +239,44 @@
        "
┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
        "┃ Layer (type)        ┃ Output Shape      ┃    Param # ┃ Connected to      ┃\n",
        "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ context_input       │ (None, 31)        │          0 │ -                 │\n",
+       "│ context_input       │ (None, 49)        │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ token_input         │ (None, 31)        │          0 │ -                 │\n",
+       "│ token_input         │ (None, 49)        │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_input           │ (None, 31)        │          0 │ -                 │\n",
+       "│ ner_input           │ (None, 49)        │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_input           │ (None, 31)        │          0 │ -                 │\n",
+       "│ srl_input           │ (None, 49)        │          0 │ -                 │\n",
        "│ (InputLayer)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ text_embedding      │ (None, 31, 100)   │    146,000 │ context_input[0]… │\n",
+       "│ text_embedding      │ (None, 49, 100)   │    151,800 │ context_input[0]… │\n",
        "│ (Embedding)         │                   │            │ token_input[0][0] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_embedding       │ (None, 31, 50)    │      1,550 │ ner_input[0][0]   │\n",
+       "│ ner_embedding       │ (None, 49, 50)    │      1,700 │ ner_input[0][0]   │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_embedding       │ (None, 31, 50)    │      1,150 │ srl_input[0][0]   │\n",
+       "│ srl_embedding       │ (None, 49, 50)    │      1,350 │ srl_input[0][0]   │\n",
        "│ (Embedding)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bidirectional       │ (None, 31, 256)   │    234,496 │ text_embedding[0… │\n",
+       "│ bidirectional_16    │ (None, 49, 256)   │    234,496 │ text_embedding[0… │\n",
        "│ (Bidirectional)     │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ token_features      │ (None, 31, 200)   │          0 │ text_embedding[1… │\n",
+       "│ token_features      │ (None, 49, 200)   │          0 │ text_embedding[1… │\n",
        "│ (Concatenate)       │                   │            │ ner_embedding[0]… │\n",
        "│                     │                   │            │ srl_embedding[0]… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ context_attention   │ (None, 31, 256)   │          0 │ bidirectional[0]… │\n",
-       "│ (Attention)         │                   │            │ bidirectional[0]… │\n",
+       "│ context_attention   │ (None, 49, 256)   │          0 │ bidirectional_16… │\n",
+       "│ (Attention)         │                   │            │ bidirectional_16… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bidirectional_1     │ (None, 31, 256)   │    336,896 │ token_features[0… │\n",
+       "│ bidirectional_17    │ (None, 49, 256)   │    336,896 │ token_features[0… │\n",
        "│ (Bidirectional)     │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ context_att_pool    │ (None, 256)       │          0 │ context_attentio… │\n",
        "│ (GlobalMaxPooling1… │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ token_pool          │ (None, 256)       │          0 │ bidirectional_1[… │\n",
+       "│ token_pool          │ (None, 256)       │          0 │ bidirectional_17… │\n",
        "│ (GlobalMaxPooling1… │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ q_type_input        │ (None, 5)         │          0 │ -                 │\n",
@@ -306,21 +288,23 @@
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ dense_1 (Dense)     │ (None, 512)       │    265,216 │ all_features[0][… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dropout (Dropout)   │ (None, 512)       │          0 │ dense_1[0][0]     │\n",
+       "│ dropout_16          │ (None, 512)       │          0 │ dense_1[0][0]     │\n",
+       "│ (Dropout)           │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dense_2 (Dense)     │ (None, 256)       │    131,328 │ dropout[0][0]     │\n",
+       "│ dense_2 (Dense)     │ (None, 256)       │    131,328 │ dropout_16[0][0]  │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dropout_1 (Dropout) │ (None, 256)       │          0 │ dense_2[0][0]     │\n",
+       "│ dropout_17          │ (None, 256)       │          0 │ dense_2[0][0]     │\n",
+       "│ (Dropout)           │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ decoder_input       │ (None, 256)       │     65,792 │ dropout_1[0][0]   │\n",
+       "│ decoder_input       │ (None, 256)       │     65,792 │ dropout_17[0][0]  │\n",
        "│ (Dense)             │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ repeat_vector       │ (None, 12, 256)   │          0 │ decoder_input[0]… │\n",
+       "│ repeat_vector_8     │ (None, 14, 256)   │          0 │ decoder_input[0]… │\n",
        "│ (RepeatVector)      │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ decoder_lstm (LSTM) │ (None, 12, 256)   │    525,312 │ repeat_vector[0]… │\n",
+       "│ decoder_lstm (LSTM) │ (None, 14, 256)   │    525,312 │ repeat_vector_8[… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ time_distributed    │ (None, 12, 1460)  │    375,220 │ decoder_lstm[0][… │\n",
+       "│ time_distributed_8  │ (None, 14, 1518)  │    390,126 │ decoder_lstm[0][… │\n",
        "│ (TimeDistributed)   │                   │            │                   │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n",
        "
\n"
@@ -329,44 +313,44 @@
        "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓\n",
        "┃\u001b[1m \u001b[0m\u001b[1mLayer (type)       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape     \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m   Param #\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mConnected to     \u001b[0m\u001b[1m \u001b[0m┃\n",
        "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩\n",
-       "│ context_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ context_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ token_input         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ token_input         │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ ner_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
+       "│ srl_input           │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m)        │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
        "│ (\u001b[38;5;33mInputLayer\u001b[0m)        │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ text_embedding      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m100\u001b[0m)   │    \u001b[38;5;34m146,000\u001b[0m │ context_input[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ text_embedding      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m100\u001b[0m)   │    \u001b[38;5;34m151,800\u001b[0m │ context_input[\u001b[38;5;34m0\u001b[0m]… │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │ token_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m] │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ ner_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,550\u001b[0m │ ner_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ ner_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,700\u001b[0m │ ner_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ srl_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,150\u001b[0m │ srl_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ srl_embedding       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m50\u001b[0m)    │      \u001b[38;5;34m1,350\u001b[0m │ srl_input[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
        "│ (\u001b[38;5;33mEmbedding\u001b[0m)         │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bidirectional       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m234,496\u001b[0m │ text_embedding[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ bidirectional_16    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m234,496\u001b[0m │ text_embedding[\u001b[38;5;34m0\u001b[0m… │\n",
        "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ token_features      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m200\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ text_embedding[\u001b[38;5;34m1\u001b[0m… │\n",
+       "│ token_features      │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m200\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ text_embedding[\u001b[38;5;34m1\u001b[0m… │\n",
        "│ (\u001b[38;5;33mConcatenate\u001b[0m)       │                   │            │ ner_embedding[\u001b[38;5;34m0\u001b[0m]… │\n",
        "│                     │                   │            │ srl_embedding[\u001b[38;5;34m0\u001b[0m]… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ context_attention   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ bidirectional[\u001b[38;5;34m0\u001b[0m]… │\n",
-       "│ (\u001b[38;5;33mAttention\u001b[0m)         │                   │            │ bidirectional[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ context_attention   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ bidirectional_16… │\n",
+       "│ (\u001b[38;5;33mAttention\u001b[0m)         │                   │            │ bidirectional_16… │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ bidirectional_1     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m31\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m336,896\u001b[0m │ token_features[\u001b[38;5;34m0\u001b[0m… │\n",
+       "│ bidirectional_17    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m49\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m336,896\u001b[0m │ token_features[\u001b[38;5;34m0\u001b[0m… │\n",
        "│ (\u001b[38;5;33mBidirectional\u001b[0m)     │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ context_att_pool    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ context_attentio… │\n",
        "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ token_pool          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ bidirectional_1[\u001b[38;5;34m…\u001b[0m │\n",
+       "│ token_pool          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ bidirectional_17… │\n",
        "│ (\u001b[38;5;33mGlobalMaxPooling1…\u001b[0m │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ q_type_input        │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m5\u001b[0m)         │          \u001b[38;5;34m0\u001b[0m │ -                 │\n",
@@ -378,21 +362,23 @@
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
        "│ dense_1 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m512\u001b[0m)       │    \u001b[38;5;34m265,216\u001b[0m │ all_features[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dropout (\u001b[38;5;33mDropout\u001b[0m)   │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m512\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "│ dropout_16          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m512\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "│ (\u001b[38;5;33mDropout\u001b[0m)           │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dense_2 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │    \u001b[38;5;34m131,328\u001b[0m │ dropout[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "│ dense_2 (\u001b[38;5;33mDense\u001b[0m)     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │    \u001b[38;5;34m131,328\u001b[0m │ dropout_16[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ dropout_1 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "│ dropout_17          │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │          \u001b[38;5;34m0\u001b[0m │ dense_2[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]     │\n",
+       "│ (\u001b[38;5;33mDropout\u001b[0m)           │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ decoder_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │     \u001b[38;5;34m65,792\u001b[0m │ dropout_1[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]   │\n",
+       "│ decoder_input       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m256\u001b[0m)       │     \u001b[38;5;34m65,792\u001b[0m │ dropout_17[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m0\u001b[0m]  │\n",
        "│ (\u001b[38;5;33mDense\u001b[0m)             │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ repeat_vector       │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ decoder_input[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ repeat_vector_8     │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │          \u001b[38;5;34m0\u001b[0m │ decoder_input[\u001b[38;5;34m0\u001b[0m]… │\n",
        "│ (\u001b[38;5;33mRepeatVector\u001b[0m)      │                   │            │                   │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ decoder_lstm (\u001b[38;5;33mLSTM\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m525,312\u001b[0m │ repeat_vector[\u001b[38;5;34m0\u001b[0m]… │\n",
+       "│ decoder_lstm (\u001b[38;5;33mLSTM\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m256\u001b[0m)   │    \u001b[38;5;34m525,312\u001b[0m │ repeat_vector_8[\u001b[38;5;34m…\u001b[0m │\n",
        "├─────────────────────┼───────────────────┼────────────┼───────────────────┤\n",
-       "│ time_distributed    │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m12\u001b[0m, \u001b[38;5;34m1460\u001b[0m)  │    \u001b[38;5;34m375,220\u001b[0m │ decoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
+       "│ time_distributed_8  │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m14\u001b[0m, \u001b[38;5;34m1518\u001b[0m)  │    \u001b[38;5;34m390,126\u001b[0m │ decoder_lstm[\u001b[38;5;34m0\u001b[0m][\u001b[38;5;34m…\u001b[0m │\n",
        "│ (\u001b[38;5;33mTimeDistributed\u001b[0m)   │                   │            │                   │\n",
        "└─────────────────────┴───────────────────┴────────────┴───────────────────┘\n"
       ]
@@ -403,11 +389,11 @@
     {
      "data": {
       "text/html": [
-       "
 Total params: 2,082,960 (7.95 MB)\n",
+       "
 Total params: 2,104,016 (8.03 MB)\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m2,082,960\u001b[0m (7.95 MB)\n"
+       "\u001b[1m Total params: \u001b[0m\u001b[38;5;34m2,104,016\u001b[0m (8.03 MB)\n"
       ]
      },
      "metadata": {},
@@ -416,11 +402,11 @@
     {
      "data": {
       "text/html": [
-       "
 Trainable params: 2,082,960 (7.95 MB)\n",
+       "
 Trainable params: 2,104,016 (8.03 MB)\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m2,082,960\u001b[0m (7.95 MB)\n"
+       "\u001b[1m Trainable params: \u001b[0m\u001b[38;5;34m2,104,016\u001b[0m (8.03 MB)\n"
       ]
      },
      "metadata": {},
@@ -551,12 +537,12 @@
     "\n",
     "# Buat model\n",
     "model = create_question_prediction_model()\n",
-    "model.summary()\n"
+    "model.summary()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 80,
    "id": "6ba404db",
    "metadata": {},
    "outputs": [
@@ -565,456 +551,100 @@
      "output_type": "stream",
      "text": [
       "Epoch 1/50\n",
-      "\u001b[1m  1/127\u001b[0m \u001b[37m━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[1m9:29\u001b[0m 5s/step - accuracy: 0.0000e+00 - loss: 7.2794"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "2025-05-14 22:59:38.997189: E tensorflow/core/util/util.cc:131] oneDNN supports DT_INT32 only on platforms with AVX-512. Falling back to the default Eigen-based implementation if present.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.5656 - loss: 3.8053\n",
-      "Epoch 1: val_accuracy improved from -inf to 0.57087, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m9s\u001b[0m 37ms/step - accuracy: 0.5658 - loss: 3.7953 - val_accuracy: 0.5709 - val_loss: 2.6996\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m6s\u001b[0m 36ms/step - accuracy: 0.5309 - loss: 4.2503 - val_accuracy: 0.5642 - val_loss: 3.1908\n",
       "Epoch 2/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.5855 - loss: 2.5936\n",
-      "Epoch 2: val_accuracy improved from 0.57087 to 0.61122, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.5857 - loss: 2.5922 - val_accuracy: 0.6112 - val_loss: 2.5294\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 29ms/step - accuracy: 0.5667 - loss: 2.9923 - val_accuracy: 0.5699 - val_loss: 2.9613\n",
       "Epoch 3/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.6186 - loss: 2.3447\n",
-      "Epoch 3: val_accuracy improved from 0.61122 to 0.62106, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.6187 - loss: 2.3432 - val_accuracy: 0.6211 - val_loss: 2.3282\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.5789 - loss: 2.7875 - val_accuracy: 0.5733 - val_loss: 2.9850\n",
       "Epoch 4/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6334 - loss: 2.1035\n",
-      "Epoch 4: val_accuracy did not improve from 0.62106\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 29ms/step - accuracy: 0.6335 - loss: 2.1030 - val_accuracy: 0.6201 - val_loss: 2.2961\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.5751 - loss: 2.7333 - val_accuracy: 0.5810 - val_loss: 2.8962\n",
       "Epoch 5/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6481 - loss: 1.9185\n",
-      "Epoch 5: val_accuracy improved from 0.62106 to 0.62139, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6480 - loss: 1.9196 - val_accuracy: 0.6214 - val_loss: 2.1985\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.5919 - loss: 2.5382 - val_accuracy: 0.5791 - val_loss: 2.8806\n",
       "Epoch 6/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6440 - loss: 1.9085\n",
-      "Epoch 6: val_accuracy improved from 0.62139 to 0.62533, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.6440 - loss: 1.9085 - val_accuracy: 0.6253 - val_loss: 2.1628\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 29ms/step - accuracy: 0.5976 - loss: 2.4694 - val_accuracy: 0.5837 - val_loss: 2.8012\n",
       "Epoch 7/50\n",
-      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6489 - loss: 1.8557\n",
-      "Epoch 7: val_accuracy improved from 0.62533 to 0.62697, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6489 - loss: 1.8555 - val_accuracy: 0.6270 - val_loss: 2.1144\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.5988 - loss: 2.3733 - val_accuracy: 0.5924 - val_loss: 2.7668\n",
       "Epoch 8/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.6594 - loss: 1.7365\n",
-      "Epoch 8: val_accuracy improved from 0.62697 to 0.63681, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 29ms/step - accuracy: 0.6594 - loss: 1.7369 - val_accuracy: 0.6368 - val_loss: 2.0357\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.5963 - loss: 2.3688 - val_accuracy: 0.5913 - val_loss: 2.7328\n",
       "Epoch 9/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6580 - loss: 1.7307\n",
-      "Epoch 9: val_accuracy improved from 0.63681 to 0.64337, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.6580 - loss: 1.7307 - val_accuracy: 0.6434 - val_loss: 2.0130\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 32ms/step - accuracy: 0.5942 - loss: 2.2982 - val_accuracy: 0.5921 - val_loss: 2.6984\n",
       "Epoch 10/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.6721 - loss: 1.5986\n",
-      "Epoch 10: val_accuracy improved from 0.64337 to 0.64501, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.6721 - loss: 1.5991 - val_accuracy: 0.6450 - val_loss: 1.9954\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.6094 - loss: 2.1666 - val_accuracy: 0.6005 - val_loss: 2.6723\n",
       "Epoch 11/50\n",
-      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6779 - loss: 1.5699\n",
-      "Epoch 11: val_accuracy did not improve from 0.64501\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.6776 - loss: 1.5714 - val_accuracy: 0.6424 - val_loss: 1.9498\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.6103 - loss: 2.1201 - val_accuracy: 0.6028 - val_loss: 2.6278\n",
       "Epoch 12/50\n",
-      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 23ms/step - accuracy: 0.6810 - loss: 1.5323\n",
-      "Epoch 12: val_accuracy improved from 0.64501 to 0.64993, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.6808 - loss: 1.5335 - val_accuracy: 0.6499 - val_loss: 1.9735\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.6120 - loss: 2.1040 - val_accuracy: 0.6085 - val_loss: 2.6569\n",
       "Epoch 13/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6834 - loss: 1.5085\n",
-      "Epoch 13: val_accuracy improved from 0.64993 to 0.65354, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.6833 - loss: 1.5089 - val_accuracy: 0.6535 - val_loss: 1.9068\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.6244 - loss: 1.9767 - val_accuracy: 0.6089 - val_loss: 2.6050\n",
       "Epoch 14/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.6798 - loss: 1.4922\n",
-      "Epoch 14: val_accuracy did not improve from 0.65354\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 26ms/step - accuracy: 0.6799 - loss: 1.4921 - val_accuracy: 0.6496 - val_loss: 1.8996\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 30ms/step - accuracy: 0.6330 - loss: 1.8633 - val_accuracy: 0.6154 - val_loss: 2.5609\n",
       "Epoch 15/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.6862 - loss: 1.4473\n",
-      "Epoch 15: val_accuracy improved from 0.65354 to 0.65453, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.6862 - loss: 1.4474 - val_accuracy: 0.6545 - val_loss: 1.8677\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 31ms/step - accuracy: 0.6275 - loss: 1.8729 - val_accuracy: 0.6161 - val_loss: 2.5589\n",
       "Epoch 16/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.6848 - loss: 1.4202\n",
-      "Epoch 16: val_accuracy did not improve from 0.65453\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6848 - loss: 1.4203 - val_accuracy: 0.6539 - val_loss: 1.8963\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 31ms/step - accuracy: 0.6261 - loss: 1.8763 - val_accuracy: 0.6131 - val_loss: 2.5505\n",
       "Epoch 17/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6879 - loss: 1.3888\n",
-      "Epoch 17: val_accuracy improved from 0.65453 to 0.65846, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6879 - loss: 1.3888 - val_accuracy: 0.6585 - val_loss: 1.8342\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 41ms/step - accuracy: 0.6298 - loss: 1.8188 - val_accuracy: 0.6092 - val_loss: 2.5473\n",
       "Epoch 18/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 29ms/step - accuracy: 0.6904 - loss: 1.3864\n",
-      "Epoch 18: val_accuracy did not improve from 0.65846\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6905 - loss: 1.3860 - val_accuracy: 0.6562 - val_loss: 1.8491\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6330 - loss: 1.7953 - val_accuracy: 0.6161 - val_loss: 2.5135\n",
       "Epoch 19/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6932 - loss: 1.3283\n",
-      "Epoch 19: val_accuracy improved from 0.65846 to 0.66273, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6932 - loss: 1.3284 - val_accuracy: 0.6627 - val_loss: 1.8534\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6389 - loss: 1.7240 - val_accuracy: 0.6165 - val_loss: 2.5359\n",
       "Epoch 20/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6984 - loss: 1.3098\n",
-      "Epoch 20: val_accuracy improved from 0.66273 to 0.66339, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6984 - loss: 1.3101 - val_accuracy: 0.6634 - val_loss: 1.8651\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6245 - loss: 1.7859 - val_accuracy: 0.6154 - val_loss: 2.5241\n",
       "Epoch 21/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.6995 - loss: 1.2942\n",
-      "Epoch 21: val_accuracy improved from 0.66339 to 0.66667, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.6995 - loss: 1.2941 - val_accuracy: 0.6667 - val_loss: 1.8329\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6350 - loss: 1.7127 - val_accuracy: 0.6134 - val_loss: 2.5240\n",
       "Epoch 22/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7113 - loss: 1.2285\n",
-      "Epoch 22: val_accuracy improved from 0.66667 to 0.66995, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7112 - loss: 1.2287 - val_accuracy: 0.6699 - val_loss: 1.8237\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6457 - loss: 1.6129 - val_accuracy: 0.6257 - val_loss: 2.5314\n",
       "Epoch 23/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7184 - loss: 1.1800\n",
-      "Epoch 23: val_accuracy did not improve from 0.66995\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7183 - loss: 1.1805 - val_accuracy: 0.6690 - val_loss: 1.8186\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6354 - loss: 1.6795 - val_accuracy: 0.6222 - val_loss: 2.4927\n",
       "Epoch 24/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7123 - loss: 1.1906\n",
-      "Epoch 24: val_accuracy did not improve from 0.66995\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7123 - loss: 1.1908 - val_accuracy: 0.6690 - val_loss: 1.8289\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6323 - loss: 1.6659 - val_accuracy: 0.6196 - val_loss: 2.5081\n",
       "Epoch 25/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7074 - loss: 1.1998\n",
-      "Epoch 25: val_accuracy improved from 0.66995 to 0.67060, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7074 - loss: 1.1997 - val_accuracy: 0.6706 - val_loss: 1.8420\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6436 - loss: 1.5886 - val_accuracy: 0.6230 - val_loss: 2.5029\n",
       "Epoch 26/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7191 - loss: 1.1513\n",
-      "Epoch 26: val_accuracy did not improve from 0.67060\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7190 - loss: 1.1517 - val_accuracy: 0.6604 - val_loss: 1.8648\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 32ms/step - accuracy: 0.6432 - loss: 1.5517 - val_accuracy: 0.6241 - val_loss: 2.4935\n",
       "Epoch 27/50\n",
-      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 29ms/step - accuracy: 0.7175 - loss: 1.1522\n",
-      "Epoch 27: val_accuracy improved from 0.67060 to 0.67848, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 33ms/step - accuracy: 0.7174 - loss: 1.1526 - val_accuracy: 0.6785 - val_loss: 1.8066\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 32ms/step - accuracy: 0.6501 - loss: 1.5298 - val_accuracy: 0.6192 - val_loss: 2.5179\n",
       "Epoch 28/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7166 - loss: 1.1271\n",
-      "Epoch 28: val_accuracy did not improve from 0.67848\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7166 - loss: 1.1273 - val_accuracy: 0.6706 - val_loss: 1.8183\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.6434 - loss: 1.5379 - val_accuracy: 0.6215 - val_loss: 2.5084\n",
       "Epoch 29/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7264 - loss: 1.1001\n",
-      "Epoch 29: val_accuracy did not improve from 0.67848\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7264 - loss: 1.1002 - val_accuracy: 0.6749 - val_loss: 1.8125\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.6515 - loss: 1.4863 - val_accuracy: 0.6241 - val_loss: 2.5016\n",
       "Epoch 30/50\n",
-      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 24ms/step - accuracy: 0.7377 - loss: 1.0295\n",
-      "Epoch 30: val_accuracy did not improve from 0.67848\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7373 - loss: 1.0315 - val_accuracy: 0.6752 - val_loss: 1.8446\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 35ms/step - accuracy: 0.6707 - loss: 1.3811 - val_accuracy: 0.6283 - val_loss: 2.4840\n",
       "Epoch 31/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.7296 - loss: 1.0660\n",
-      "Epoch 31: val_accuracy did not improve from 0.67848\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.7296 - loss: 1.0662 - val_accuracy: 0.6781 - val_loss: 1.8458\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 39ms/step - accuracy: 0.6602 - loss: 1.4188 - val_accuracy: 0.6234 - val_loss: 2.4991\n",
       "Epoch 32/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 26ms/step - accuracy: 0.7300 - loss: 1.0442\n",
-      "Epoch 32: val_accuracy did not improve from 0.67848\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 28ms/step - accuracy: 0.7300 - loss: 1.0444 - val_accuracy: 0.6781 - val_loss: 1.8412\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6582 - loss: 1.3886 - val_accuracy: 0.6280 - val_loss: 2.4856\n",
       "Epoch 33/50\n",
-      "\u001b[1m125/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 25ms/step - accuracy: 0.7419 - loss: 1.0121\n",
-      "Epoch 33: val_accuracy did not improve from 0.67848\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 27ms/step - accuracy: 0.7417 - loss: 1.0129 - val_accuracy: 0.6736 - val_loss: 1.8169\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6656 - loss: 1.3863 - val_accuracy: 0.6245 - val_loss: 2.4951\n",
       "Epoch 34/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7399 - loss: 0.9723\n",
-      "Epoch 34: val_accuracy improved from 0.67848 to 0.68110, saving model to question_prediction_model.h5\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:absl:You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. \n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.7398 - loss: 0.9731 - val_accuracy: 0.6811 - val_loss: 1.8420\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 41ms/step - accuracy: 0.6665 - loss: 1.3715 - val_accuracy: 0.6287 - val_loss: 2.4736\n",
       "Epoch 35/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 27ms/step - accuracy: 0.7402 - loss: 0.9793\n",
-      "Epoch 35: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7402 - loss: 0.9797 - val_accuracy: 0.6686 - val_loss: 1.8767\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6527 - loss: 1.4147 - val_accuracy: 0.6218 - val_loss: 2.4797\n",
       "Epoch 36/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 29ms/step - accuracy: 0.7460 - loss: 0.9750\n",
-      "Epoch 36: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.7460 - loss: 0.9751 - val_accuracy: 0.6739 - val_loss: 1.8811\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6775 - loss: 1.2971 - val_accuracy: 0.6230 - val_loss: 2.4879\n",
       "Epoch 37/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7546 - loss: 0.9229\n",
-      "Epoch 37: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7545 - loss: 0.9232 - val_accuracy: 0.6745 - val_loss: 1.8617\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.6693 - loss: 1.2954 - val_accuracy: 0.6341 - val_loss: 2.4773\n",
       "Epoch 38/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7424 - loss: 0.9487\n",
-      "Epoch 38: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 31ms/step - accuracy: 0.7424 - loss: 0.9487 - val_accuracy: 0.6804 - val_loss: 1.8202\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 32ms/step - accuracy: 0.6560 - loss: 1.3712 - val_accuracy: 0.6268 - val_loss: 2.5058\n",
       "Epoch 39/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 28ms/step - accuracy: 0.7484 - loss: 0.9280\n",
-      "Epoch 39: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 30ms/step - accuracy: 0.7485 - loss: 0.9281 - val_accuracy: 0.6736 - val_loss: 1.8549\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.6826 - loss: 1.2517 - val_accuracy: 0.6287 - val_loss: 2.4729\n",
       "Epoch 40/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 31ms/step - accuracy: 0.7468 - loss: 0.9305\n",
-      "Epoch 40: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 33ms/step - accuracy: 0.7468 - loss: 0.9303 - val_accuracy: 0.6781 - val_loss: 1.8830\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 33ms/step - accuracy: 0.6666 - loss: 1.2982 - val_accuracy: 0.6249 - val_loss: 2.4828\n",
       "Epoch 41/50\n",
-      "\u001b[1m126/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━\u001b[0m \u001b[1m0s\u001b[0m 31ms/step - accuracy: 0.7534 - loss: 0.9027\n",
-      "Epoch 41: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 34ms/step - accuracy: 0.7534 - loss: 0.9030 - val_accuracy: 0.6749 - val_loss: 1.8625\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 36ms/step - accuracy: 0.6816 - loss: 1.2239 - val_accuracy: 0.6306 - val_loss: 2.4720\n",
       "Epoch 42/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 31ms/step - accuracy: 0.7543 - loss: 0.8655\n",
-      "Epoch 42: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 34ms/step - accuracy: 0.7542 - loss: 0.8658 - val_accuracy: 0.6722 - val_loss: 1.8615\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 40ms/step - accuracy: 0.6769 - loss: 1.2318 - val_accuracy: 0.6261 - val_loss: 2.5146\n",
       "Epoch 43/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 30ms/step - accuracy: 0.7573 - loss: 0.8701\n",
-      "Epoch 43: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 33ms/step - accuracy: 0.7572 - loss: 0.8703 - val_accuracy: 0.6732 - val_loss: 1.8650\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6771 - loss: 1.2312 - val_accuracy: 0.6253 - val_loss: 2.4932\n",
       "Epoch 44/50\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 30ms/step - accuracy: 0.7495 - loss: 0.8897\n",
-      "Epoch 44: val_accuracy did not improve from 0.68110\n",
-      "\u001b[1m127/127\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 32ms/step - accuracy: 0.7495 - loss: 0.8896 - val_accuracy: 0.6808 - val_loss: 1.8494\n",
-      "Epoch 44: early stopping\n"
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 42ms/step - accuracy: 0.6798 - loss: 1.2397 - val_accuracy: 0.6257 - val_loss: 2.4925\n",
+      "Epoch 45/50\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6823 - loss: 1.2102 - val_accuracy: 0.6238 - val_loss: 2.5187\n",
+      "Epoch 46/50\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6820 - loss: 1.2039 - val_accuracy: 0.6295 - val_loss: 2.4984\n",
+      "Epoch 47/50\n",
+      "\u001b[1m93/93\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 43ms/step - accuracy: 0.6874 - loss: 1.1845 - val_accuracy: 0.6318 - val_loss: 2.4856\n",
+      "Epoch 47: early stopping\n"
      ]
     }
    ],
@@ -1047,19 +677,22 @@
     "        [test_context, test_token, test_ner, test_srl, test_q_type],\n",
     "        test_question_target,\n",
     "    ),\n",
-    "    callbacks=[checkpoint, early_stop],\n",
+    "    callbacks=[\n",
+    "        # checkpoint,\n",
+    "        early_stop,\n",
+    "    ],\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 81,
    "id": "184209bc",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
"
       ]
@@ -1076,7 +709,6 @@
     }
    ],
    "source": [
-    "\n",
     "# Plot training history\n",
     "plt.figure(figsize=(12, 4))\n",
     "plt.subplot(1, 2, 1)\n",
@@ -1113,13 +745,12 @@
     "}\n",
     "\n",
     "with open(\"question_prediction_tokenizers.json\", \"w\") as f:\n",
-    "    json.dump(tokenizer_data, f)\n",
-    "\n"
+    "    json.dump(tokenizer_data, f)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 82,
    "id": "71ec455a",
    "metadata": {},
    "outputs": [
@@ -1134,17 +765,390 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "kaliamt aktual ['para', 'brahmana', 'mendirikan', 'sebuah', 'candi', 'sebagai', 'peringatan', 'upacara', 'kurban.']\n",
+      "kaliamt prediksi ['kali', 'ini', 'sebagai', 'untuk', 'di', 'desa', 'bolak', 'hilir']\n",
+      "kaliamt aktual ['di', 'negara', 'mana', 'terletak', 'patung', 'yesus', 'penebus?']\n",
+      "kaliamt prediksi ['keajaiban', 'dunia', 'apa', 'yang', 'berada', 'di']\n",
+      "kaliamt aktual ['kerajaan', 'banten', 'berdiri', 'pada', 'tahun', '___?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['siapa', 'pendiri', 'putri', 'mardika', '___']\n",
+      "kaliamt prediksi ['kapan', 'pendiri', 'utomo', 'didirikan']\n",
+      "kaliamt aktual ['pada', 'pelayarannya,', 'para', 'pedagang', 'singgah', 'terlebih', 'dahulu', 'di', 'kutai.']\n",
+      "kaliamt prediksi ['perubahan', 'tarumanegara', 'sebagai', 'yang', 'di', 'di', 'di', 'di', 'di']\n",
+      "kaliamt aktual ['air', 'mendidih', 'pada', 'suhu', '90', 'derajat', 'celsius', '___']\n",
+      "kaliamt prediksi ['vincent', 'einstein', 'secara', 'memotong', 'pada', 'ke', '5']\n",
+      "kaliamt aktual ['abdul', 'muis', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['mohammad', 'muis', 'lahir', 'tanggal']\n",
+      "kaliamt aktual ['gunung', 'everest', 'memiliki', 'ketinggian', '9000', 'meter', '___']\n",
+      "kaliamt prediksi ['raja', 'yang', 'memiliki', 'ketinggian', 'isaac']\n",
+      "kaliamt aktual ['kapan', 'kerajaan', 'kutai', 'mengalami', 'masa', 'keemasan', '___']\n",
+      "kaliamt prediksi ['siapa', 'apa', 'komunis']\n",
+      "kaliamt aktual ['benda', 'apa', 'saja', 'yang', 'dapat', 'ditarik', 'oleh', 'magnet', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'ditemukan', 'dan']\n",
+      "kaliamt aktual ['kerajaan', 'tarumanagara', 'berdiri', 'pada', 'tahun', '___?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['sultan', 'mahmud', 'badaruddin', 'ii', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['i', 'mahmud', 'badaruddin', 'ii', 'lahir', 'tanggal']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'pameran', 'teknologi', 'di', 'makassar']\n",
+      "kaliamt prediksi ['menghadiri', 'konser', 'amal', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['pangeran', 'diponegoro', 'lahir', 'pada', '___']\n",
+      "kaliamt prediksi ['mohammad', 'hatta', 'lahir', 'di']\n",
+      "kaliamt aktual ['lina', 'menghadiri', 'turnamen', 'catur', 'pada', 'tanggal', '15', 'juli', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'konser', 'teknologi', 'pada', 'tanggal', '5', 'mei', '2023']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'bazar', 'amal', 'di', 'padang']\n",
+      "kaliamt prediksi ['menghadiri', 'kompetisi', 'fotografi', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['di', 'manakah', 'benua', 'australia', 'terletak', '___']\n",
+      "kaliamt prediksi ['berapa', 'dikenal', 'terletak', 'di']\n",
+      "kaliamt aktual ['ernest', 'douwes', 'dekker', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['ernest', 'douwes', 'dekker', 'lahir', 'di']\n",
+      "kaliamt aktual ['i', 'gusti', 'ngurah', 'rai', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['i', 'gusti', 'ngurah', 'rai', 'lahir', 'di']\n",
+      "kaliamt aktual ['apa', 'kepanjangan', 'bu?']\n",
+      "kaliamt prediksi ['kapan', 'budi', 'utomo']\n",
+      "kaliamt aktual ['raja', 'balitung', 'memerintah', 'mataram', 'kuno', 'dari', 'tahun', '___', 'hingga', 'tahun', '___?']\n",
+      "kaliamt prediksi ['siapa', 'tahun', 'berapa', 'yang', 'mataram', 'pada', 'ke']\n",
+      "kaliamt aktual ['___', 'adalah', 'kota', 'kembang', 'yang', 'terkenal', 'dengan', 'fashion']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'yang', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['sebutkan', 'proses', 'dalam', 'pernapasan', '___']\n",
+      "kaliamt prediksi ['apa', 'saja', 'organ', 'dari']\n",
+      "kaliamt aktual ['sebutkan', 'tanggal', 'tiara', 'melakukan', 'melanjutkan', 'ke', 'bali', '___']\n",
+      "kaliamt prediksi ['pada', 'tanggal', 'berapa', 'melakukan', 'pergi', 'ke', 'bandung']\n",
+      "kaliamt aktual ['kh', 'ahmad', 'dahlan', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['ernest', 'douwes', 'dekker', 'lahir', 'di']\n",
+      "kaliamt aktual ['___', 'adalah', 'kota', 'kembang', 'yang', 'terkenal', 'dengan', 'fashion']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'yang', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['inskripsi', 'ini', 'ditemukan', 'di', 'kampung', 'batu', 'tumbuh,', 'desa', 'tugu,', 'dekat', 'tanjung', 'priok,', 'jakarta.']\n",
+      "kaliamt prediksi ['raja', 'mulawarman', 'memiliki', 'memeluk', 'tinggi']\n",
+      "kaliamt aktual ['siapa', 'raja', 'pertama', 'kerajaan', 'demak?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'memerintah', 'kerajaan', 'palapa']\n",
+      "kaliamt aktual ['penduduk', 'tarumanegara', 'menjadi', 'makmur', 'tanpa', 'bantuan', 'sungai.']\n",
+      "kaliamt prediksi ['prasasti', 'mulawarman', 'memiliki', 'di', 'di']\n",
+      "kaliamt aktual ['rian', 'menghadiri', 'seminar', 'pendidikan', 'pada', 'tanggal', '5', 'mei', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'kompetisi', 'teknologi', 'pada', 'tanggal', '5', 'mei', '2023']\n",
+      "kaliamt aktual ['apa', 'fungsi', 'pembuluh', 'xilem', 'pada', 'tumbuhan', '___']\n",
+      "kaliamt prediksi ['apa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['apa', 'nama', 'keajaiban', 'dunia', 'di', 'meksiko?']\n",
+      "kaliamt prediksi ['apa', 'apa', 'organ', 'dari']\n",
+      "kaliamt aktual ['pada', 'tanggal', 'berapa', 'roni', 'liburan', 'ke', 'surabaya', '___']\n",
+      "kaliamt prediksi ['pada', 'tanggal', 'berapa', 'melakukan', 'pergi', 'ke', 'bandung']\n",
+      "kaliamt aktual ['kudungga', 'berubah', 'menjadi', '___?']\n",
+      "kaliamt prediksi ['siapa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['siapa', 'pendiri', 'kerajaan', 'singhasari?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'berapa', 'sumpah']\n",
+      "kaliamt aktual ['prasasti', 'kedukan', 'bukit', 'ditemukan', 'di', 'tepi', 'sungai', '___?']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'pelajar', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['kapan', 'masa', 'reformasi', 'di', 'indonesia', 'dimulai', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'pertama', 'kerajaan', 'palapa']\n",
+      "kaliamt aktual ['pattimura', 'lahir', 'pada', '___']\n",
+      "kaliamt prediksi ['dimana', 'hatta', 'lahir']\n",
+      "kaliamt aktual ['sang', 'mulawarman', 'memberi', 'sedekah', '20.000', 'ekor', 'sapi', 'kepada', 'para', 'brahmana.']\n",
+      "kaliamt prediksi ['kepada', 'yang', 'sedekah', 'di', 'diberikan']\n",
+      "kaliamt aktual ['bahan', 'apa', 'saja', 'yang', 'dibutuhkan', 'dalam', 'fotosintesis', '___']\n",
+      "kaliamt prediksi ['berapa', 'luas', 'terletak', 'di']\n",
+      "kaliamt aktual ['sebutkan', 'keajaiban', 'dunia', 'yang', 'ada', 'di', 'yordania?']\n",
+      "kaliamt prediksi ['keajaiban', 'dunia', 'apa', 'yang', 'berada', 'di']\n",
+      "kaliamt aktual ['bandung', 'dikenal', 'sebagai', '___']\n",
+      "kaliamt prediksi ['benua', 'dikenal', 'sebagai']\n",
+      "kaliamt aktual ['___', 'adalah', 'kota', 'sejuk', 'dengan', 'banyak', 'destinasi', 'wisata', 'alam']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'pahlawan', 'yang', 'di', 'di', 'jawa']\n",
+      "kaliamt aktual ['planet', 'selain', 'saturnus', 'yang', 'memiliki', 'cincin', 'adalah', '___']\n",
+      "kaliamt prediksi ['keajaiban', 'dunia', 'apa', 'yang', 'berada']\n",
+      "kaliamt aktual ['di', 'mana', 'kerajaan', 'kutai', 'berdiri', '___']\n",
+      "kaliamt prediksi ['siapa', 'perdagangan', 'yang', 'yang', 'dari', 'dari']\n",
+      "kaliamt aktual ['pekerjaan', 'penggalian', 'selesai', 'dalam', '21', 'hari.']\n",
+      "kaliamt prediksi ['berapa', 'yang', 'sedekah', 'sedekah', 'diberikan']\n",
+      "kaliamt aktual ['galian', 'itu', 'panjangnya', 'kurang', 'dari', '10', 'km.']\n",
+      "kaliamt prediksi ['berapa', 'yang', 'sedekah', 'sedekah', 'diberikan']\n",
+      "kaliamt aktual ['organisasi', 'perempuan', 'pertama', 'pada', '1912', 'adalah', '___?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['respirasi', 'adalah', '___', 'pertukaran', 'gas?']\n",
+      "kaliamt prediksi ['respirasi', 'adalah', 'pertukaran', 'pertukaran', 'gas', 'hindia']\n",
+      "kaliamt aktual ['___', 'adalah', 'ibukota', 'indonesia', 'dan', 'pusat', 'pemerintahan']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'yang', 'dan']\n",
+      "kaliamt aktual ['organ', 'apa', 'yang', 'berperan', 'penting', 'dalam', 'sistem', 'peredaran', 'darah', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'lembu', 'dipersembahkan']\n",
+      "kaliamt aktual ['yogyakarta', 'dikenal', 'sebagai', 'kota', 'pelajar', 'yang', 'kaya', 'akan', 'budaya', '___']\n",
+      "kaliamt prediksi ['prasasti', 'dikenal', 'sebagai', 'terletak', 'di', 'di', 'sungai']\n",
+      "kaliamt aktual ['apa', 'fungsi', 'insulin', 'dalam', 'tubuh', '___']\n",
+      "kaliamt prediksi ['balaputradewa', 'mempunyai', 'putra', 'dari']\n",
+      "kaliamt aktual ['kerajaan', '___', 'berdiri', 'pada', 'tahun', '1482?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['pada', 'tanggal', 'berapa', 'budi', 'pindah', 'ke', 'bali', '___']\n",
+      "kaliamt prediksi ['kapan', 'aktivitas', 'pindah', 'ke', 'melanjutkan', 'ke', 'oleh']\n",
+      "kaliamt aktual ['ali', 'menghadiri', '___', 'robotik']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['putri', 'menghadiri', 'festival', 'kuliner', 'pada', 'tanggal', '25', 'desember', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'kompetisi', 'amal', 'pada', 'tanggal', '5', 'juli', '2023']\n",
+      "kaliamt aktual ['sutan', 'sjahrir', 'lahir', 'tanggal', 'berapa', '___']\n",
+      "kaliamt prediksi ['mohammad', 'muis', 'lahir', 'tanggal']\n",
+      "kaliamt aktual ['siapa', 'yang', 'mengeluarkan', 'inskripsi', 'ini?']\n",
+      "kaliamt prediksi ['apa', 'mana', 'mana', 'kurang']\n",
+      "kaliamt aktual ['kerajaan', 'galuh', 'berdiri', 'pada', 'tahun', '___?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['pluto', 'sekarang', 'dikategorikan', 'sebagai', '___']\n",
+      "kaliamt prediksi ['apa', 'saja', 'memberi', 'di', 'diberikan']\n",
+      "kaliamt aktual ['___', 'adalah', 'kota', 'kembang', 'yang', 'terkenal', 'dengan', 'fashion']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'yang', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['kerajaan', '___', 'berdiri', 'pada', 'tahun', '1514?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['partai', 'nasional', 'indonesia', 'didirikan', 'pada', 'tanggal', '___', 'juli', '1927?']\n",
+      "kaliamt prediksi ['pada', 'wuruk', 'memerintah', 'majapahit', 'dari', 'tahun']\n",
+      "kaliamt aktual ['siapa', 'yang', 'mengemukakan', 'teori', 'evolusi', '___']\n",
+      "kaliamt prediksi ['siapa', 'penemu', 'pertama', 'kemerdekaan']\n",
+      "kaliamt aktual ['fajar', 'menghadiri', '___', 'fotografi']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['siapa', 'nama', 'kakek', 'dari', 'raja', 'mulawarman', '___']\n",
+      "kaliamt prediksi ['di', 'negara', 'mana', 'dunia', 'dunia']\n",
+      "kaliamt aktual ['para', 'ahli', 'berpendapat', 'bahwa', 'yupa', 'dibuat', 'sekitar', 'abad', 'ke-5', 'm', 'karena', 'melihat', 'bentuk', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'berapa', 'kerajaan', 'palapa']\n",
+      "kaliamt aktual ['pusat', 'kerajaan', 'tarumanegara', 'diperkirakan', 'berada', 'di', 'antara', 'sungai', '____', 'dan', 'cisadane']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'pahlawan', 'yang', 'di', 'di', 'destinasi']\n",
+      "kaliamt aktual ['siapa', 'pendiri', 'partai', 'nasional', 'indonesia', '___']\n",
+      "kaliamt prediksi ['kapan', 'budi', 'utomo']\n",
+      "kaliamt aktual ['siapa', 'yang', 'melakukan', 'selamatan', 'bagi', 'purnawarman?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'lembu', 'dipersembahkan', 'dipersembahkan']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'turnamen', 'catur', 'di', 'malang']\n",
+      "kaliamt prediksi ['menghadiri', 'kompetisi', 'fotografi', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['cut', 'nyak', 'dien', 'wafat', 'tanggal', 'berapa', '___']\n",
+      "kaliamt prediksi ['i', 'nyak', 'dien', 'wafat', 'di']\n",
+      "kaliamt aktual ['ernest', 'douwes', 'dekker', 'lahir', 'pada', '___']\n",
+      "kaliamt prediksi ['ernest', 'douwes', 'dekker', 'lahir', 'di']\n",
+      "kaliamt aktual ['huruf', 'dan', 'bahasa', 'apa', 'yang', 'digunakan', 'pada', 'prasasti', 'yupa', '___']\n",
+      "kaliamt prediksi ['respirasi', 'adalah', 'yang', 'yang', 'gas', 'yang']\n",
+      "kaliamt aktual ['apa', 'nama', 'keajaiban', 'dunia', 'di', 'brasil?']\n",
+      "kaliamt prediksi ['planet', 'dunia', 'yang', 'yang', 'berada', 'di']\n",
+      "kaliamt aktual ['di', 'mana', 'proses', 'penyerapan', 'zat', 'makanan', 'terjadi', '___']\n",
+      "kaliamt prediksi ['apa', 'saja', 'organ', 'dari']\n",
+      "kaliamt aktual ['pada', 'tanggal', 'berapa', 'lina', 'liburan', 'ke', 'bali', '___']\n",
+      "kaliamt prediksi ['pada', 'tanggal', 'berapa', 'melakukan', 'melanjutkan', 'ke', 'bandung']\n",
+      "kaliamt aktual ['pegunungan', 'terbesar', 'di', 'benua', 'eropa', 'adalah', '___']\n",
+      "kaliamt prediksi ['apa', 'yang', 'sedekah', 'sedekah', 'diberikan']\n",
+      "kaliamt aktual ['tanggal', 'berapa', 'farhan', 'lahir', '___']\n",
+      "kaliamt prediksi ['dimana', 'berapa', 'lahir']\n",
+      "kaliamt aktual ['bukit', 'adalah', 'bagian', 'permukaan', 'bumi', 'yang', 'lebih', '___', 'dibandingkan', 'daerah', 'di', 'sekitarnya?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'menggali', 'dipersembahkan']\n",
+      "kaliamt aktual ['sutan', 'sjahrir', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['mohammad', 'muis', 'lahir', 'tanggal']\n",
+      "kaliamt aktual ['nina', 'menghadiri', '___', 'teknologi']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['telah', 'ditemukan', '___', 'buah', 'prasasti', 'terkait', 'perkembangan', 'kerajaan', 'tarumanegara']\n",
+      "kaliamt prediksi ['adalah', 'merupakan', 'yang', 'yang', 'bagi', 'karena', 'di']\n",
+      "kaliamt aktual ['dewi', 'menghadiri', '___', 'robotik']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['apa', 'kepanjangan', 'pgri?']\n",
+      "kaliamt prediksi ['siapa', 'apa', 'yang', 'dibentuk', 'selanjutnya']\n",
+      "kaliamt aktual ['gunung', 'adalah', 'bagian', 'permukaan', 'bumi', 'yang', 'berbentuk', '___', 'atau', '___?']\n",
+      "kaliamt prediksi ['siapa', 'penemu', 'atas']\n",
+      "kaliamt aktual ['kompleks', 'trowulan', 'diperkirakan', 'menjadi', 'pusat', 'pemerintahan', 'kerajaan', '___?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'yang', 'mataram', 'pada', 'pemerintahan']\n",
+      "kaliamt aktual ['prasasti', 'talang', 'tuo', 'ditemukan', 'di', 'daerah', '___?']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'tuo', 'yang', 'di', 'akan', 'budaya']\n",
+      "kaliamt aktual ['jakarta', 'dikenal', 'sebagai', '___']\n",
+      "kaliamt prediksi ['berapa', 'luas', 'terletak']\n",
+      "kaliamt aktual ['singkatan', 'apa', 'untuk', 'himpunan', 'pengusaha', 'muda', 'indonesia?']\n",
+      "kaliamt prediksi ['siapa', 'apa', 'yang', 'dibentuk', 'selanjutnya']\n",
+      "kaliamt aktual ['fajar', 'menghadiri', 'workshop', 'fotografi', 'pada', 'tanggal', '10', 'agustus', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'konser', 'teknologi', 'pada', 'tanggal', '5', 'mei', '2023']\n",
+      "kaliamt aktual ['sumber', 'sejarah', 'tarumanegara', 'yang', 'utama', 'adalah', 'prasasti-prasasti', 'yang', 'telah', 'ditemukan.']\n",
+      "kaliamt prediksi ['respirasi', 'adalah', 'yang', 'yang', 'yang', 'yang']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'rapat', 'organisasi', 'di', 'surabaya']\n",
+      "kaliamt prediksi ['menghadiri', 'kompetisi', 'fotografi', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['kerajaan', 'kahuripan', 'dibagi', 'menjadi', 'kerajaan', 'janggala', 'dan', 'kerajaan', '___?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'kerajaan', 'kerajaan', 'dari']\n",
+      "kaliamt aktual ['apa', 'nama', 'keajaiban', 'dunia', 'di', 'india?']\n",
+      "kaliamt prediksi ['keajaiban', 'dunia', 'apa', 'yang', 'berada', 'di']\n",
+      "kaliamt aktual ['sultan', 'hasanuddin', 'lahir', 'pada', '___']\n",
+      "kaliamt prediksi ['mohammad', 'hatta', 'lahir', 'di']\n",
+      "kaliamt aktual ['gurun', 'terbesar', 'ketiga', 'di', 'dunia', 'adalah', 'gurun', '___']\n",
+      "kaliamt prediksi ['planet', 'sahara', 'proses', 'yang', 'amerika', 'amerika']\n",
+      "kaliamt aktual ['apa', 'singkatan', 'dari', 'panitia', 'persiapan', 'kemerdekaan', 'indonesia?']\n",
+      "kaliamt prediksi ['apa', 'apa', 'yang', 'dibentuk', 'selanjutnya']\n",
+      "kaliamt aktual ['siapa', 'yang', 'memerintah', 'majapahit', 'dari', 'tahun', '1350', 'hingga', '1389', 'm?']\n",
+      "kaliamt prediksi ['hayam', 'wuruk', 'memerintah', 'majapahit', 'tahun', 'tahun']\n",
+      "kaliamt aktual ['nina', 'menghadiri', 'workshop', 'fotografi', 'pada', 'tanggal', '5', 'mei', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'kompetisi', 'teknologi', 'pada', 'tanggal', '5', 'mei', '2023']\n",
+      "kaliamt aktual ['mohammad', 'hatta', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['mohammad', 'hatta', 'lahir', 'tanggal']\n",
+      "kaliamt aktual ['apa', 'nama', 'keajaiban', 'dunia', 'di', 'china?']\n",
+      "kaliamt prediksi ['planet', 'yang', 'yang', 'memperkuat', 'kedudukan', 'matahari', 'matahari']\n",
+      "kaliamt aktual ['kapan', 'indonesia', 'memproklamasikan', 'kemerdekaannya', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'pertama', 'sumpah', 'palapa']\n",
+      "kaliamt aktual ['apa', 'fungsi', 'pembuluh', 'floem', 'pada', 'tumbuhan', '___']\n",
+      "kaliamt prediksi ['apa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['kapan', 'nasa', 'didirikan', '___']\n",
+      "kaliamt prediksi ['siapa', 'pendiri', 'yang', 'didirikan']\n",
+      "kaliamt aktual ['mars', 'merupakan', 'planet', 'ke', 'berapa', 'dalam', 'tata', 'surya', '___']\n",
+      "kaliamt prediksi ['adalah', 'apa', 'yang', 'yang', 'dengan']\n",
+      "kaliamt aktual ['organisasi', 'keagamaan', 'yang', 'bersifat', 'modern', 'dan', 'didirikan', 'pada', '18', 'november', '1912', 'adalah', '___?']\n",
+      "kaliamt prediksi ['kapan', 'ketua', 'ppki']\n",
+      "kaliamt aktual ['di', 'mana', 'prasasti', 'ini', 'ditemukan?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'yang', 'dari', 'dari', 'bolak']\n",
+      "kaliamt aktual ['dr.', 'cipto', 'mangunkusumo', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['ernest', 'douwes', 'dekker', 'lahir', 'di']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'festival', 'kuliner', 'di', 'medan']\n",
+      "kaliamt prediksi ['menghadiri', 'kompetisi', 'robotik', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['gunung', 'tertinggi', 'di', 'benua', 'afrika', 'adalah', '___']\n",
+      "kaliamt prediksi ['siapa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['berdasarkan', 'prasasti', 'tugu,', 'purbacaraka', 'memperkirakan', 'pusat', 'tarumanegara', 'ada', 'di', 'daerah', '____']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'menggali', 'kerajaan']\n",
+      "kaliamt aktual ['tempat', 'suci', 'raja', 'mulawarman', 'dinamakan', '___']\n",
+      "kaliamt prediksi ['apa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['hana', 'menghadiri', 'turnamen', 'catur', 'pada', 'tanggal', '15', 'juli', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'kompetisi', 'amal', 'pada', 'tanggal', '5', 'mei', '2023']\n",
+      "kaliamt aktual ['retina', 'adalah', 'bagian', 'terluar', 'dari', 'mata', 'manusia', '___']\n",
+      "kaliamt prediksi ['prasasti', 'itu', 'disertai', 'persembahan', '1', '000', 'ekor']\n",
+      "kaliamt aktual ['kerajaan', 'samudra', 'pasai', 'didirikan', 'oleh', '___?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'di', 'dari', 'dan']\n",
+      "kaliamt aktual ['rian', 'menghadiri', '___', 'pendidikan']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['sentot', 'alibasya', 'prawirodirjo', 'lahir', 'tanggal', 'berapa', '___']\n",
+      "kaliamt prediksi ['ernest', 'douwes', 'dekker', 'lahir', 'di']\n",
+      "kaliamt aktual ['teuku', 'umar', 'lahir', 'pada', '___']\n",
+      "kaliamt prediksi ['mohammad', 'hatta', 'lahir', 'di']\n",
+      "kaliamt aktual ['prasasti', 'jambu', 'terletak', 'di', 'kota', 'jakarta.']\n",
+      "kaliamt prediksi ['prasasti', 'dikenal', 'memiliki', 'di', 'di', 'sungai']\n",
+      "kaliamt aktual ['apa', 'nama', 'keajaiban', 'dunia', 'di', 'inggris?']\n",
+      "kaliamt prediksi ['berapa', 'yang', 'mana', 'dipersembahkan']\n",
+      "kaliamt aktual ['apa', 'peristiwa', 'politik', 'penting', 'pada', 'masa', 'reformasi', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'pertama', 'kerajaan', 'palapa']\n",
+      "kaliamt aktual ['di', 'mana', 'sedekah', 'itu', 'dilakukan', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'sedekah', 'sedekah', 'diberikan']\n",
+      "kaliamt aktual ['di', 'mana', 'dan', 'bagaimana', 'proses', 'pembentukan', 'urine', 'terjadi', '___']\n",
+      "kaliamt prediksi ['singkatan', 'partai', 'komunis', 'indonesia']\n",
+      "kaliamt aktual ['kata', 'tarum', 'dipakai', 'sebagai', 'nama', 'sungai', 'musi.']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'pelajar', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['kapan', 'sumpah', 'pemuda', 'diikrarkan', '___']\n",
+      "kaliamt prediksi ['siapa', 'partai', 'pertama', 'indonesia']\n",
+      "kaliamt aktual ['h', 'kern', 'membaca', 'inskripsi', 'b', 'sebagai', 'cri', 'tji', 'aroe', 'eun', 'waca.']\n",
+      "kaliamt prediksi ['adalah', 'adalah', 'komponen', 'yang', 'penting', 'keberlangsungan', 'kehidupan', 'di']\n",
+      "kaliamt aktual ['raja', 'berganti', 'nama', 'menjadi', '___?']\n",
+      "kaliamt prediksi ['apa', 'adalah', 'putra', 'dari']\n",
+      "kaliamt aktual ['tanggal', 'berapa', 'zain', 'lahir', '___']\n",
+      "kaliamt prediksi ['dimana', 'berapa', 'lahir']\n",
+      "kaliamt aktual ['galian', 'itu', 'panjangnya', 'kurang', 'dari', '10', 'km.']\n",
+      "kaliamt prediksi ['berapa', 'panjang', 'sedekah', 'sedekah', 'diberikan']\n",
+      "kaliamt aktual ['yogyakarta', 'dikenal', 'sebagai', '___']\n",
+      "kaliamt prediksi ['yogyakarta', 'dikenal', 'sebagai']\n",
+      "kaliamt aktual ['prasasti', 'kedukan', 'bukit', 'ditemukan', 'dekat', '___?']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'pelajar', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['apa', 'kepanjangan', 'bpupki?']\n",
+      "kaliamt prediksi ['kapan', 'ketua', 'ppki']\n",
+      "kaliamt aktual ['apa', 'peranan', 'sungai', 'mahakam', 'bagi', 'perekonomian', '___']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'yang', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['bandung', 'dikenal', 'sebagai', 'kota', 'kembang', 'yang', 'terkenal', 'dengan', 'fashion', '___']\n",
+      "kaliamt prediksi ['prasasti', 'kota', 'sebagai', 'terletak', 'di', 'di', 'sungai']\n",
+      "kaliamt aktual ['siapa', 'yang', 'membangun', 'taj', 'mahal', '___']\n",
+      "kaliamt prediksi ['apa', 'adalah', 'keturunan', 'dari']\n",
+      "kaliamt aktual ['pegunungan', 'adalah', 'dataran', '___?']\n",
+      "kaliamt prediksi ['apa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['raka', 'menghadiri', '___', 'organisasi']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['dimana', 'letaknya', 'stonehenge?']\n",
+      "kaliamt prediksi ['planet', 'dunia', 'apa', 'yang', 'berada', 'di']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'konser', 'musik', 'di', 'padang']\n",
+      "kaliamt prediksi ['menghadiri', 'konser', 'amal', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['rian', 'menghadiri', '___', 'renang']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['___', 'menghadiri', 'workshop', 'fotografi', 'di', 'surabaya']\n",
+      "kaliamt prediksi ['menghadiri', 'konser', 'fotografi', 'di', 'yogyakarta']\n",
+      "kaliamt aktual ['apa', 'kepanjangan', 'sdi?']\n",
+      "kaliamt prediksi ['siapa', 'partai', 'komunis', 'indonesia']\n",
+      "kaliamt aktual ['di', 'mana', 'letak', 'kerajaan', 'kutai', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'menggali', 'kerajaan', 'dari']\n",
+      "kaliamt aktual ['raja', 'aswawarman', 'dikatakan', 'seperti', '___', 'ansuman']\n",
+      "kaliamt prediksi ['di', 'negara', 'mana', 'di', 'dunia']\n",
+      "kaliamt aktual ['sejarah', 'tertua', 'berkaitan', 'pengendalian', 'banjir', 'ada', 'pada', 'masa', 'kerajaan', 'tarumanegara.']\n",
+      "kaliamt prediksi ['perubahan', 'adalah', 'manusia', 'tersusun', 'atas', 'faring', 'laring', 'laring']\n",
+      "kaliamt aktual ['sebutkan', 'keajaiban', 'dunia', 'yang', 'ada', 'di', 'china?']\n",
+      "kaliamt prediksi ['planet', 'apa', 'yang', 'memperkuat', 'kedudukan', 'matahari', 'matahari']\n",
+      "kaliamt aktual ['benua', 'terbesar', 'di', 'dunia', 'adalah', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'lembu', 'yang', 'dan']\n",
+      "kaliamt aktual ['apa', 'yang', 'ditonjolkan', 'dalam', 'prasasti', 'cidanghiang', '___']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'yang', 'ditemukan', 'di']\n",
+      "kaliamt aktual ['nina', 'menghadiri', '___', 'kuliner']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['kerajaan', 'majapahit', 'berdiri', 'pada', 'tahun', '___?']\n",
+      "kaliamt prediksi ['kerajaan', 'berdiri', 'berdiri', 'pada', 'tahun']\n",
+      "kaliamt aktual ['kerajaan', 'demak', 'berdiri', 'tahun', '___?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'memerintah', 'kerajaan', 'palapa']\n",
+      "kaliamt aktual ['dimana', 'proses', 'fotosintesis', 'berlangsung', '___']\n",
+      "kaliamt prediksi ['siapa', 'saja', 'sedekah', 'sedekah', 'diberikan']\n",
+      "kaliamt aktual ['balaputradewa', 'adalah', 'putra', 'dari', 'raja', '___?']\n",
+      "kaliamt prediksi ['apa', 'adalah', 'keturunan', 'dari']\n",
+      "kaliamt aktual ['budi', 'menghadiri', 'konser', 'musik', 'pada', 'tanggal', '5', 'mei', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'konser', 'teknologi', 'pada', 'tanggal', '5', 'mei', '2023']\n",
+      "kaliamt aktual ['pertempuran', 'sengit', 'terjadi', 'antara', 'para', 'pejuang', 'dari', 'buleleng', 'yang', 'dibantu', 'oleh', '___.']\n",
+      "kaliamt prediksi ['kapan', 'ketua', 'ppki']\n",
+      "kaliamt aktual ['kapan', 'roni', 'dan', 'firmansyah', 'melakukan', 'liburan', 'ke', 'jakarta', '___']\n",
+      "kaliamt prediksi ['pada', 'tanggal', 'berapa', 'melakukan', 'melanjutkan', 'ke', 'bandung']\n",
+      "kaliamt aktual ['di', 'wilayah', 'mana', 'prasasti', 'kerajaan', 'tarumanegara', 'ditemukan?']\n",
+      "kaliamt prediksi ['siapa', 'perdagangan', 'yang', 'kerajaan', 'dari', 'dari']\n",
+      "kaliamt aktual ['dimana', 'mohammad', 'hatta', 'lahir?']\n",
+      "kaliamt prediksi ['mohammad', 'hatta', 'lahir', 'tanggal']\n",
+      "kaliamt aktual ['kapan', 'prasasti', 'yupa', 'diperkirakan', 'dibuat', '___']\n",
+      "kaliamt prediksi ['siapa', 'kota', 'yang', 'yang', 'dan', 'dan']\n",
+      "kaliamt aktual ['hubungan', 'dagang', 'sudah', 'terjadi', 'dengan', 'luar.']\n",
+      "kaliamt prediksi ['raja', 'yang', 'memiliki', 'ketinggian', 'tinggi']\n",
+      "kaliamt aktual ['apa', 'nama', 'kali', 'yang', 'kedua', 'digali', 'raja', 'purnawarman?']\n",
+      "kaliamt prediksi ['siapa', 'gomati', 'digali', 'digali', 'mengalir', 'memerintahkan', 'tengah', 'tengah']\n",
+      "kaliamt aktual ['kerajaan', 'sriwijaya', 'berkuasa', 'dari', 'abad', 'ke-___', 'hingga', 'abad', 'ke-___?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'pertama', 'kerajaan']\n",
+      "kaliamt aktual ['di', 'mana', 'prasasti', 'jambu', '(pasir', 'koleangkak)', 'terletak?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'yang', 'di']\n",
+      "kaliamt aktual ['organisasi', 'trikoro', 'darmo', 'berdiri', 'di', '___?']\n",
+      "kaliamt prediksi ['siapa', 'partai', 'komunis', 'indonesia']\n",
+      "kaliamt aktual ['rian', 'menghadiri', 'festival', 'kuliner', 'pada', 'tanggal', '10', 'agustus', '2023', '___']\n",
+      "kaliamt prediksi ['nina', 'menghadiri', 'kompetisi', 'amal', 'pada', 'tanggal', '5', 'juli', '2023']\n",
+      "kaliamt aktual ['kapan', 'budi', 'dan', 'santoso', 'melakukan', 'pindah', 'ke', 'yogyakarta', '___']\n",
+      "kaliamt prediksi ['kapan', 'aktivitas', 'pindah', 'ke', 'pindah', 'dilakukan', 'oleh']\n",
+      "kaliamt aktual ['kapan', 'andi', 'dan', 'setiawan', 'melakukan', 'pergi', 'ke', 'medan', '___']\n",
+      "kaliamt prediksi ['pada', 'tanggal', 'berapa', 'melakukan', 'pergi', 'ke', 'bandung']\n",
+      "kaliamt aktual ['prasasti', 'kedukan', 'bukit', 'ditemukan', 'di', 'tepi', 'sungai', '___?']\n",
+      "kaliamt prediksi ['adalah', 'kota', 'pelajar', 'yang', 'kaya', 'akan']\n",
+      "kaliamt aktual ['dalam', 'bahasa', 'apa', 'inskripsi', 'tersebut', 'ditulis?']\n",
+      "kaliamt prediksi ['planet', 'yang', 'yang', 'terbesar', 'planet', 'matahari', 'matahari']\n",
+      "kaliamt aktual ['apa', 'sumber', 'utama', 'sejarah', 'kutai', '___']\n",
+      "kaliamt prediksi ['respirasi', 'adalah', 'yang', 'yang', 'gas', 'yang']\n",
+      "kaliamt aktual ['budi', 'menghadiri', '___', 'musik']\n",
+      "kaliamt prediksi ['lina', 'menghadiri', 'fotografi']\n",
+      "kaliamt aktual ['apa', 'nama', 'bagian', 'terluar', 'dari', 'mata', 'manusia', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'lembu', 'yang', 'dan']\n",
+      "kaliamt aktual ['sebutkan', 'keajaiban', 'dunia', 'yang', 'ada', 'di', 'inggris?']\n",
+      "kaliamt prediksi ['apa', 'mana', 'mana', 'di']\n",
+      "kaliamt aktual ['mereka', 'banyak', 'yang', 'melakukan', 'perdagangan.']\n",
+      "kaliamt prediksi ['raja', 'memiliki', 'memiliki']\n",
+      "kaliamt aktual ['jakarta', 'dikenal', 'sebagai', 'ibukota', 'indonesia', 'dan', 'pusat', 'pemerintahan', '___']\n",
+      "kaliamt prediksi ['prasasti', 'dikenal', 'disertai', 'persembahan', '1', '000', 'ekor']\n",
+      "kaliamt aktual ['di', 'negara', 'mana', 'terletak', 'angkot', 'wat?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'menggali', 'kerajaan']\n",
+      "kaliamt aktual ['siapa', 'yang', 'melakukan', 'selamatan', 'bagi', 'purnawarman?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'lembu', 'dipersembahkan', 'dipersembahkan']\n",
+      "kaliamt aktual ['dunia', 'terdiri', 'atas', '___', 'lautan?']\n",
+      "kaliamt prediksi ['apa', 'terdiri', 'atas', 'kurang']\n",
+      "kaliamt aktual ['kapan', 'bpupki', 'didirikan', '___']\n",
+      "kaliamt prediksi ['kapan', 'pendiri', 'utomo']\n",
+      "kaliamt aktual ['pattimura', 'lahir', 'di', '___']\n",
+      "kaliamt prediksi ['dimana', 'hatta', 'lahir']\n",
+      "kaliamt aktual ['dimana', 'kerajaan', 'majapahit', 'berdiri', '___']\n",
+      "kaliamt prediksi ['kapan', 'partai', 'komunis', 'indonesia']\n",
+      "kaliamt aktual ['masyarakat', 'kutai', 'melakukan', 'pertanian.']\n",
+      "kaliamt prediksi ['benua', 'mulawarman', 'memiliki', 'di']\n",
+      "kaliamt aktual ['dataran', '___', 'adalah', 'daerah', 'datar', 'yang', 'memiliki', 'ketinggian', 'lebih', 'dari', '400', 'mdpal?']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'internasional', 'kerajaan', 'dari', 'dari']\n",
+      "kaliamt aktual ['siapa', 'raja', 'yang', 'terkenal', 'pada', 'masa', 'tarumanegara', '___']\n",
+      "kaliamt prediksi ['siapa', 'yang', 'yang', 'kerajaan', 'dari']\n",
+      "kaliamt aktual ['siapa', 'yang', 'memproklamasikan', 'kemerdekaan', 'indonesia', '___']\n",
+      "kaliamt prediksi ['tahun', 'berapa', 'sebelum', 'waterloo']\n",
       "\n",
       "Model Performance Metrics:\n",
-      "Average BLEU Score: 3.06%\n",
-      "Average ROUGE-1 Score: 38.89%\n",
-      "Average ROUGE-2 Score: 13.38%\n",
-      "Average ROUGE-L Score: 38.55%\n"
+      "Average BLEU Score: 2.13%\n",
+      "Average ROUGE-1 Score: 25.43%\n",
+      "Average ROUGE-2 Score: 10.45%\n",
+      "Average ROUGE-L Score: 24.96%\n"
      ]
     }
    ],
    "source": [
-    "\n",
     "# Fungsi untuk memprediksi pertanyaan\n",
     "def predict_question(context, tokens, ner, srl, q_type):\n",
     "    context = preprocess_text(context)\n",
@@ -1215,8 +1219,8 @@
     "\n",
     "        # Calculate BLEU score\n",
     "        # Using unigram, bigram, trigram, and 4-gram\n",
-    "        # print(\"kaliamt aktual\", actual_tokens)\n",
-    "        # print(\"kaliamt prediksi\", pred_tokens)\n",
+    "        print(\"kaliamt aktual\", actual_tokens)\n",
+    "        print(\"kaliamt prediksi\", pred_tokens)\n",
     "        bleu_score = sentence_bleu([actual_tokens], pred_tokens)\n",
     "        bleu_scores.append(bleu_score)\n",
     "\n",
@@ -1260,7 +1264,7 @@
     "print(f\"Average BLEU Score: {performance_metrics['avg_bleu_score'] * 100:.2f}%\")\n",
     "print(f\"Average ROUGE-1 Score: {performance_metrics['avg_rouge1'] * 100:.2f}%\")\n",
     "print(f\"Average ROUGE-2 Score: {performance_metrics['avg_rouge2'] * 100:.2f}%\")\n",
-    "print(f\"Average ROUGE-L Score: {performance_metrics['avg_rougel'] * 100:.2f}%\")\n"
+    "print(f\"Average ROUGE-L Score: {performance_metrics['avg_rougel'] * 100:.2f}%\")"
    ]
   }
  ],
diff --git a/question_generation/question_prediction_tokenizers.json b/question_generation/question_prediction_tokenizers.json
index dd5b309..e610174 100644
--- a/question_generation/question_prediction_tokenizers.json
+++ b/question_generation/question_prediction_tokenizers.json
@@ -1 +1 @@
-{"word_tokenizer": "{\"class_name\": \"Tokenizer\", \"config\": {\"num_words\": 10000, \"filters\": \"!\\\"#$%&()*+,-./:;<=>?@[\\\\]^_`{|}~\\t\\n\", \"lower\": true, \"split\": \" \", \"char_level\": false, \"oov_token\": \"\", \"document_count\": 3801, \"word_counts\": \"{\\\"raden\\\": 16, \\\"ajeng\\\": 8, \\\"kartini\\\": 24, \\\"lahir\\\": 1842, \\\"pada\\\": 2025, \\\"21\\\": 53, \\\"april\\\": 114, \\\"1879\\\": 27, \\\"di\\\": 2174, \\\"jepara\\\": 20, \\\"kerajaan\\\": 321, \\\"majapahit\\\": 50, \\\"berdiri\\\": 177, \\\"tahun\\\": 298, \\\"1293\\\": 9, \\\"trowulan\\\": 9, \\\"soekarno\\\": 33, \\\"dan\\\": 331, \\\"mohammad\\\": 34, \\\"hatta\\\": 35, \\\"memproklamasikan\\\": 11, \\\"kemerdekaan\\\": 27, \\\"indonesia\\\": 125, \\\"17\\\": 60, \\\"agustus\\\": 187, \\\"1945\\\": 50, \\\"bumi\\\": 63, \\\"mengelilingi\\\": 6, \\\"matahari\\\": 31, \\\"selama\\\": 2, \\\"365\\\": 2, \\\"hari\\\": 47, \\\"presiden\\\": 7, \\\"pertama\\\": 46, \\\"adalah\\\": 247, \\\"merkurius\\\": 6, \\\"planet\\\": 67, \\\"yang\\\": 580, \\\"paling\\\": 11, \\\"dekat\\\": 20, \\\"dengan\\\": 174, \\\"venus\\\": 7, \\\"memiliki\\\": 77, \\\"suhu\\\": 12, \\\"permukaan\\\": 16, \\\"sangat\\\": 39, \\\"tinggi\\\": 16, \\\"mars\\\": 7, \\\"dikenal\\\": 44, \\\"sebagai\\\": 153, \\\"merah\\\": 6, \\\"jupiter\\\": 7, \\\"terbesar\\\": 70, \\\"tata\\\": 17, \\\"surya\\\": 51, \\\"saturnus\\\": 11, \\\"terkenal\\\": 34, \\\"cincin\\\": 9, \\\"indah\\\": 3, \\\"uranus\\\": 6, \\\"warna\\\": 2, \\\"biru\\\": 10, \\\"karena\\\": 10, \\\"gas\\\": 16, \\\"metana\\\": 4, \\\"neptunus\\\": 6, \\\"terjauh\\\": 4, \\\"dari\\\": 181, \\\"pluto\\\": 6, \\\"dulu\\\": 6, \\\"dianggap\\\": 8, \\\"namun\\\": 2, \\\"statusnya\\\": 2, \\\"sudah\\\": 6, \\\"berubah\\\": 7, \\\"membacakan\\\": 6, \\\"teks\\\": 15, \\\"proklamasi\\\": 18, \\\"dibacakan\\\": 9, \\\"oleh\\\": 152, \\\"tanggal\\\": 487, \\\"andi\\\": 25, \\\"setiawan\\\": 15, \\\"pergi\\\": 18, \\\"ke\\\": 160, \\\"jakarta\\\": 95, \\\"5\\\": 141, \\\"januari\\\": 171, \\\"2020\\\": 12, \\\"berangkat\\\": 18, \\\"bandung\\\": 82, \\\"ditemani\\\": 20, \\\"siti\\\": 29, \\\"maharani\\\": 7, \\\"12\\\": 82, \\\"februari\\\": 124, \\\"2019\\\": 12, \\\"pindah\\\": 18, \\\"bali\\\": 39, \\\"23\\\": 42, \\\"maret\\\": 140, \\\"2021\\\": 12, \\\"bersama\\\": 20, \\\"budi\\\": 92, \\\"santoso\\\": 24, \\\"lina\\\": 33, \\\"wati\\\": 7, \\\"liburan\\\": 18, \\\"medan\\\": 73, \\\"1\\\": 118, \\\"2022\\\": 12, \\\"melanjutkan\\\": 18, \\\"studi\\\": 12, \\\"surabaya\\\": 138, \\\"agus\\\": 23, \\\"wijaya\\\": 16, \\\"15\\\": 123, \\\"mei\\\": 189, \\\"2023\\\": 264, \\\"yogyakarta\\\": 136, \\\"nurul\\\": 9, \\\"fitri\\\": 6, \\\"dedi\\\": 9, \\\"saputra\\\": 27, \\\"makassar\\\": 78, \\\"maya\\\": 9, \\\"lestari\\\": 8, \\\"roni\\\": 9, \\\"firmansyah\\\": 21, \\\"tiara\\\": 9, \\\"amelia\\\": 6, \\\"gunung\\\": 46, \\\"everest\\\": 8, \\\"tertinggi\\\": 19, \\\"dunia\\\": 102, \\\"fakta\\\": 2, 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