End of training

README.md

@@ -0,0 +1,68 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: answerdotai/ModernBERT-base
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: modernbert-llm-cidoc-crm
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# modernbert-llm-cidoc-crm
+
+This model is a fine-tuned version of [answerdotai/ModernBERT-base](https://huggingface.co/answerdotai/ModernBERT-base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 5.0342
+- F1: 0.0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | F1  |
+|:-------------:|:------:|:----:|:---------------:|:---:|
+| No log        | 0.7273 | 2    | 4.8051          | 0.0 |
+| No log        | 1.7273 | 4    | 4.8571          | 0.0 |
+| No log        | 2.7273 | 6    | 4.9360          | 0.0 |
+| No log        | 3.7273 | 8    | 5.0074          | 0.0 |
+| No log        | 4.7273 | 10   | 5.0342          | 0.0 |
+
+
+### Framework versions
+
+- Transformers 4.48.0.dev0
+- Pytorch 2.5.1+cu121
+- Datasets 3.1.0
+- Tokenizers 0.21.0

config.json

@@ -0,0 +1,255 @@
+{
+  "_name_or_path": "answerdotai/ModernBERT-base",
+  "architectures": [
+    "ModernBertForSequenceClassification"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 50281,
+  "classifier_activation": "gelu",
+  "classifier_bias": false,
+  "classifier_dropout": 0.0,
+  "classifier_pooling": "mean",
+  "cls_token_id": 50281,
+  "decoder_bias": true,
+  "deterministic_flash_attn": false,
+  "embedding_dropout": 0.0,
+  "eos_token_id": 50282,
+  "global_attn_every_n_layers": 3,
+  "global_rope_theta": 160000.0,
+  "gradient_checkpointing": false,
+  "hidden_activation": "gelu",
+  "hidden_size": 768,
+  "id2label": {
+    "0": "E10 Transfer of Custody. P28 custody surrendered by: E21 Person. P2 has type \"antiquities dealer\"; E10 Transfer of Custody. P29 custody received by: E21 Person. P2 has type \"private collector\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"artefacts\"",
+    "1": "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"Italian authorities\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"Vatican Museums\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"vase\". P2 has type \"conservation\"",
+    "10": "E11 Modification. P31 has modified: E74 Group \"gallery\"; E12 Production. P108 has produced: E24 Physical Human-Made Thing \"cafe\";",
+    "100": "E9 Move. P26 moved to: E53 Place \"Sotheby\u2019s London\"; E9 Move. P27 moved from: E53 Place \"Geneva\"; E9 Move. P25 moved: E18 Physical Thing; E39 Actor. P2 has type \"courier\"",
+    "101": "E97 Monetary Amount. P90 has value: \"\u00a3500,000\"",
+    "11": "E11 Modification. P31 has modified: E74 Group \"private gallery\"; E7 Activity. P2 has type \"renovation\"; E7 Activity. P2 has type \"restoration\";",
+    "12": "E12 Production. P108 has produced: E22 Human-Made Object \"exhibit of tapestries\"; E7 Activity. P2 has type: \"new exhibit\"; E74 Group. P2 has type: \"museum staff\" ; E55 Type. P2 has type \"contemporary tapestries\"",
+    "13": "E12 Production. P108 has produced: E22 Human-Made Object. P2 has type \"gallery\"; E39 Actor. P74 has current or former residence: E53 Place \"Rome\"; E4 Period. P4 has time-span: E52 Time-Span \"1968\"",
+    "14": "E12 Production. P108 has produced: E22 Human-Made Object. P2 has type \"gallery\"; E74 Group \"Medici and Boursaud\"; E53 Place. P7 took place at: Geneva; E4 Period. P4 has time-span: E52 Time-Span \"1983\"",
+    "15": "E12 Production. P108 has produced: E22 Human-Made Object. P2 has type \"library\"; E53 Place. P7 took place at: E53 Place \"city centre\"",
+    "16": "E12 Production. P108 has produced: E24 Physical Human-Made Thing \"new wing\"; E7 Activity. P2 has type: \"exhibit\"; E74 Group. P2 has type \"museum\"; E55 Type. P2 has type: \"contemporary art\"",
+    "17": "E12 Production. P108 has produced: E26 Physical Feature \"public park\"; E53 Place. P7 took place at: E53 Place \"old harbor area\"",
+    "18": "E5 Event. P2 has type \"looting\"; E5 Event. P7 took place at: E53 Place \"archaeological site\"; E4 Period. P2 has type \"conflict\"",
+    "19": "E6 Destruction. P13 destroyed: E26 Physical Feature \"archaeological site\"; E12 Production. P108 has produced: E22 Human-Made Object \"artifacts\". P2 has type \"looted\"",
+    "2": "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"authorities\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"museum\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"looted artifacts\"",
+    "20": "E6 Destruction. P13 destroyed: E78 Curated Holding \"ancient coins\"; E7 Activity. P2 has type: E55 Type \"looting\"; E7 Activity. P11 had participant: E39 Actor. P2 has type \"professional looters\"",
+    "21": "E64 End of Existence. P93 took out of existence: E22 Human-Made Object \"Antiquaria Romana\"; E4 Period. P7 took place at: E53 Place \"Rome\"; E4 Period. P4 has time-span: E52 Time-Span \"1978\"",
+    "22": "E65 Creation. P94 has created: E73 Information Object \"digital database\"; E7 Activity. P2 has type: E55 Type \"creation\"; E74 Group. P2 has type: E55 Type \"research institute\"; E7 Activity. P2 has type: \"document\"; E7 Activity. P2 has type \"archaeological findings\"",
+    "23": "E66 Formation. P95 has formed: E27 Site \"archaeological site\"; E53 Place. P7 took place at: E53 Place \"near lake\"; E74 Group. P2 has type: E55 Type \"team of archaeologists\"",
+    "24": "E66 Formation. P95 has formed: E27 Site \"archaeological site\"; E53 Place. P7 took place at: E53 Place \"near old city walls\"",
+    "25": "E66 Formation. P95 has formed: E27 Site \"archaeological site\"; E74 Group. P2 has type \"team of archaeologists\"",
+    "26": "E66 Formation. P95 has formed: E74 Group \"Partnership\"; E74 Group. P2 has type: \"museum\"; E7 Activity. P2 has type: \"joint exhibition\"",
+    "27": "E66 Formation. P95 has formed: E74 Group \"Partnership\"; E74 Group. P2 has type: \"museum\"; E74 Group. P2 has type: \"research institute\"",
+    "28": "E66 Formation. P95 has formed: E74 Group \"association\"; E74 Group. P2 has type \"art gallery\"",
+    "29": "E66 Formation. P95 has formed: E74 Group \"cultural heritage institute\"; E12 Production. P108 has produced: E24 Physical Human-Made Thing \"institute building\"; E7 Activity. P2 has type: \"preservation\"; E55 Type. P2 has type \"historic building\"; E73 Information Object. P2 has type \"records\"",
+    "3": "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"customs officials\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"museum\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"looted artifacts\"; E7 Activity. P2 has type \"seize\"",
+    "30": "E66 Formation. P95 has formed: E74 Group \"foundation\"; E7 Activity. P2 had general purpose: E55 Type \"support museum\u2019s acquisition program\"",
+    "31": "E66 Formation. P95 has formed: E74 Group \"museum board\"; E12 Production. P108 has produced: E22 Human-Made Object \"exhibition of ethnographic photographs\" ; E7 Activity. P2 has type: \"agree\"; E7 Activity. P2 has type: \"exhibit\"",
+    "32": "E66 Formation. P95 has formed: E78 Curated Holding \"ancient pottery\"; E7 Activity. P2 has type: E55 Type \"discovery\"; E53 Place. P7 took place at: E27 Site \"dig site\"",
+    "33": "E68 Dissolution. P99 dissolved: E74 Group \"museum branch\"; E11 Modification. P2 has type: E55 Type \"renovation\"",
+    "34": "E68 Dissolution. P99 dissolved: E74 Group. P2 has type \"gallery\"; E64 End of Existence. P2 has type \"lack of funding\"",
+    "35": "E7 Activity. P11 had participant: E21 Person \"Boursaud\"; E7 Activity. P16 used specific object: E18 Physical Thing. P2 has type: E55 Type \"antiquities\"; E53 Place. P7 took place at \"Sotheby's London\"",
+    "36": "E7 Activity. P11 had participant: E21 Person \"Boursaud\"; E7 Activity. P16 used specific object: E22 Human-Made Object; E53 Place. P7 took place at: \"Sotheby's London\"",
+    "37": "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"Italian antiquities dealer\"; E7 Activity. P2 has type: E55 Type \"conviction\"; E6 Destruction. P13 destroyed: E18 Physical Thing",
+    "38": "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"antiquities dealer\"; E4 Period. P7 took place at: E53 Place \"Rome\"; E4 Period. P4 has time-span: E52 Time-Span \"1960s\"",
+    "39": "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"antiquities dealer\"; E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"US dealer\"; E4 Period. P4 has time-span: E52 Time-Span \"1967\"",
+    "4": "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"museum A\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"national museum\"; E10 Transfer of Custody. P30 transferred custody of: E78 Curated Holding \"archaeological objects\"",
+    "40": "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"antiquities dealer\"; E7 Activity. P2 has type: E55 Type \"selling\"; E6 Destruction. P13 destroyed: E22 Human-Made Object. P2 has type \"stolen artifacts\"",
+    "41": "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"looted artefacts\"; E4 Period. P7 took place at: E53 Place \"Italy\"; E5 Event. P4 has time-span: E52 Time-Span \"July 1967\"; E7 Activity. P2 has type: E55 Type \"conviction\"; E6 Destruction. P13 destroyed: E18 Physical Thing",
+    "42": "E7 Activity. P11 had participant: E21 Person; E53 Place. P7 took place at: \"Sotheby's London\"; E4 Period. P4 has time-span: E52 Time-Span \"1980s\"",
+    "43": "E7 Activity. P11 had participant: E21 Person; E53 Place. P7 took place at: Switzerland",
+    "44": "E7 Activity. P134 continued: E7 Activity \"excavation work\"; E12 Production. P108 has produced: E26 Physical Feature \"new findings\"",
+    "45": "E7 Activity. P14 carried out by: E74 Group \"museum\"; E7 Activity. P2 has type: E55 Type \"hiring\"; E39 Actor. P14 carried out by E21 Person \"curator\". E78 Curated Holding. P109 has current or former curator of: E21 Person",
+    "46": "E7 Activity. P14 carried out by: E74 Group \"new museum\"; E7 Activity. P2 has type: E55 Type \"hiring\"; E39 Actor. P14 carried out by E21 Person \"conservator\"; E78 Curated Holding. P109 has current or former curator of: E21 Person",
+    "47": "E7 Activity. P2 has type \"conservation work\"; E7 Activity. P11 had participant: E74 Group \"museum staff\"; E66 Formation. P95 has formed: E22 Human-Made Object \"painting\"",
+    "48": "E7 Activity. P2 has type \"stop excavation work\"; E53 Place. P7 took place at: E27 Site \"site\"; E74 Group \"authorities\"; E13 Attribute Assignment. P140 assigned attribute to: E27 Site. P177 assigned property type: E55 Type \"contaminated\"",
+    "49": "E7 Activity. P2 has type \"temporary exhibition\"; E7 Activity. P11 had participant: E21 Person \"local artist\"; E8 Acquisition. P23 transferred title from: E74 Group \"gallery\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"paintings\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"",
+    "5": "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"museum\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"conservation lab\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"sculpture\"",
+    "50": "E7 Activity. P2 has type: E55 Type \"closing down sale\"; E74 Group. P2 has type \"antique shop\";",
+    "51": "E7 Activity. P21 had general purpose: E55 Type \"exhibition of antique furniture\"; E74 Group \"gallery\"",
+    "52": "E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"art dealer\"; E8 Acquisition. P23 transferred title from: E74 Group \"private collection\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"",
+    "53": "E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"collector\"; E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"online dealer\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"medieval manuscript\"",
+    "54": "E8 Acquisition. P22 transferred title to: E74 Group \"Museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"Roman Coins Collection\"",
+    "55": "E8 Acquisition. P22 transferred title to: E74 Group \"art museum\"; E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"wealthy patron\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E8 Acquisition. P2 has type: E55 Type \"gift\"",
+    "56": "E8 Acquisition. P22 transferred title to: E74 Group \"company\"; E8 Acquisition. P24 transferred title of: E24 Physical Human-Made Thing \"building\"; E11 Modification. P31 has modified: E24 Physical Human-Made Thing; E7 Activity. P11 had participant: E74 Group \"construction company\".",
+    "57": "E8 Acquisition. P22 transferred title to: E74 Group \"gallery\"; E8 Acquisition. P23 transferred title from: E74 Group \"online platform\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"sculpture\"; E7 Activity. P2 has type \"online bidding\"",
+    "58": "E8 Acquisition. P22 transferred title to: E74 Group \"historical society\"; E8 Acquisition. P24 transferred title of: E26 Physical Feature \"old town hall remains\"; E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"town council\"; E8 Acquisition. P2 has type \"donation\"",
+    "59": "E8 Acquisition. P22 transferred title to: E74 Group \"investor group\"; E8 Acquisition. P24 transferred title of: E24 Physical Human-Made Thing \"historic building\"; E11 Modification. P2 has type: E55 Type \"convert\"; E22 Human-Made Object. P2 has type: \"hotel\"",
+    "6": "E11 Modification. P31 has modified: E22 Human-Made Object \"ancient textile\"; E7 Activity. P32 used general technique: E55 Type \"traditional methods\";",
+    "60": "E8 Acquisition. P22 transferred title to: E74 Group \"larger corporation\"; E8 Acquisition. P24 transferred title of: E74 Group \"art gallery\"; E10 Transfer of Custody. P30 transferred custody of: E74 Group \"art gallery\"",
+    "61": "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P2 has type \"purchase\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"collection of first editions\"",
+    "62": "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"local artist\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"rare photographs\"; E8 Acquisition. P2 has type: E55 Type \"gift\"",
+    "63": "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"historical documents\"; E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"local family\"; E8 Acquisition. P2 has type: E55 Type \"donation\"",
+    "64": "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"manuscripts and books\"; E8 Acquisition. P2 has type: E55 Type \"bequest\"",
+    "65": "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"rare books\"; E8 Acquisition. P2 has type: E55 Type \"gift\"",
+    "66": "E8 Acquisition. P22 transferred title to: E74 Group \"local museum\"; E8 Acquisition. P23 transferred title from: E39 Actor \"local market vendor\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"medieval tools\"",
+    "67": "E8 Acquisition. P22 transferred title to: E74 Group \"museum board\"; E8 Acquisition. P24 transferred title of: E20 Biological Object \"fossil\"; E8 Acquisition. P2 has type: E55 Type \"gift\"",
+    "68": "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P23 transferred title from: E21 Person \"private collector\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"manuscript\"; E74 Group. P2 has type: \"severe financial duress\"",
+    "69": "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P23 transferred title from: E21 Person \"private collector\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"collection of paintings\"; E8 Acquisition. P2 has type: E55 Type \"donation\"",
+    "7": "E11 Modification. P31 has modified: E22 Human-Made Object \"painting\"; E7 Activity. P2 has type \"deaccessioned\"; E18 Physical Thing. P44 has condition \"poor\"",
+    "70": "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P23 transferred title from: E74 Group \"online dealer\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"ethnographic artifacts\"; E8 Acquisition. P2 has type \"purchase\"",
+    "71": "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"indigenous textiles\"; E8 Acquisition. P2 has type: E55 Type \"donation\"",
+    "72": "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"ancient textiles\"; E7 Activity. P11 had participant: E74 Group \"local business\"; E8 Acquisition. P2 has type \"purchase\"",
+    "73": "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding. P2 has type \"bequest\"",
+    "74": "E8 Acquisition. P22 transferred title to: E74 Group \"new museum\"; E8 Acquisition. P23 transferred title from: E21 Person \"wealthy donor\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"ancient coins\"; E8 Acquisition. P2 has type: E55 Type \"gift\"",
+    "75": "E8 Acquisition. P22 transferred title to: E74 Group \"university museum\"; E8 Acquisition. P24 transferred title of: E20 Biological Object \"mummy\"; E8 Acquisition. P2 has type \"purchase\"; E11 Modification. P31 has modified: E22 Human-Made Object \"mummy\"; E13 Attribute Assignment. P140 assigned attribute to E22 Human-Made Object. P177 assigned property type  E55 Type. P2 has type \u201cfake\u201d",
+    "76": "E8 Acquisition. P22 transferred title to: E74 Group \"university\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"ancient scientific instruments\"; E8 Acquisition. P2 has type: E55 Type \"major donation\"",
+    "77": "E8 Acquisition. P23 transferred title from: E21 Person \"Collector\"; E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"sculpture\"; E7 Activity. P2 has type: E55 Type \"donation\"; E69 Death. P100 was death of E21 Person",
+    "78": "E8 Acquisition. P23 transferred title from: E21 Person \"Medici\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"Euphronios krater\"; E8 Acquisition. P22 transferred title to: E21 Person \"Hecht\"",
+    "79": "E8 Acquisition. P23 transferred title from: E21 Person \"art collector\"; E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E7 Activity. P2 has type: E55 Type \"donation\"; E18 Physical Thing. P54 has current permanent location: storage area",
+    "8": "E11 Modification. P31 has modified: E74 Group \"art gallery\"; E7 Activity. P2 has type: E55 Type \"convert\"; E22 Human-Made Object. P2 has type: \"event space\"",
+    "80": "E8 Acquisition. P23 transferred title from: E21 Person \"collector\"; E8 Acquisition. P22 transferred title to: E74 Group \"art museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"antique vases\"",
+    "81": "E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"antique dealer\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"maps\"; E8 Acquisition. P22 transferred title to: E39 Actor \"Buyer\"",
+    "82": "E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"art dealer\"; E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"international collector\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"sculpture\"",
+    "83": "E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"local historian\"; E8 Acquisition. P22 transferred title to: E74 Group \"city archives\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"photograph album\"",
+    "84": "E8 Acquisition. P23 transferred title from: E39 Actor. P2 has type: E55 Type \"tombaroli\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"Euphronios krater\"; E4 Period. P4 has time-span: E52 Time-Span \"December 1971\"; E8 Acquisition. P22 transferred title to: E21 Person \"Medici\"",
+    "85": "E8 Acquisition. P23 transferred title from: E74 Group \"Gallery\"; E8 Acquisition. P22 transferred title to: E39 Actor \"Buyer\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"Rare Painting\"; E7 Activity. P2 has type \"auction\"; E97 Monetary Amount. P2 has type: E55 Type \"record price\"",
+    "86": "E8 Acquisition. P23 transferred title from: E74 Group \"art auction house\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"antique silver\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"; E97 Monetary Amount. P2 has type: E55 Type \"very high price\"",
+    "87": "E8 Acquisition. P23 transferred title from: E74 Group \"art gallery\"; E8 Acquisition. P22 transferred title to: E39 Actor \"anonymous buyer\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"contemporary painting\"",
+    "88": "E8 Acquisition. P23 transferred title from: E74 Group \"auction house\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"set of antique furniture\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"",
+    "89": "E8 Acquisition. P23 transferred title from: E74 Group \"gallery\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"collection\"; E7 Activity. P2 has type \"sale\"; E7 Activity. P21 had general purpose: E55 Type \"raise money for a new building\"; E8 Acquisition. P22 transferred title to: E39 Actor",
+    "9": "E11 Modification. P31 has modified: E74 Group \"gallery\". P2 has type \"reopened\"; E39 Actor. P2 has type: E55 Type \"new management\"",
+    "90": "E8 Acquisition. P23 transferred title from: E74 Group \"local family\"; E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"historical documents\"; E8 Acquisition. P2 has type: E55 Type \"donation\"",
+    "91": "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"art collector\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E8 Acquisition. P2 has type \"private sale\"",
+    "92": "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E7 Activity. P2 has type \"sale\"; E7 Activity. P21 had general purpose \"acquire funds\"; E8 Acquisition. P22 transferred title to: E39 Actor",
+    "93": "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"duplicates\"; E7 Activity. P21 had general purpose: E55 Type \"support conservation efforts\";  E8 Acquisition. P22 transferred title to: E39 Actor \"Buyer\"",
+    "94": "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"objects\"; E8 Acquisition. P22 transferred title to: E39 Actor. P2 has type: E55 Type \"sale\"; E7 Activity. P2 has type: E55 Type \"lack of display space\"",
+    "95": "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"vintage postcards\"; E7 Activity. P2 has type \"auction\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"",
+    "96": "E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"auction house\"; E8 Acquisition. P22 transferred title to: E21 Person \"private collector\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"ancient Greek pottery\"",
+    "97": "E85 Joining. P143 joined: E21 Person \"Medici\"; E85 Joining. P144 joined with: E74 Group \"Medici and Boursaud\"",
+    "98": "E87 Curation Activity. P147 curated: E78 Curated Holding \"town records\"; E12 Production. P108 has produced: E22 Human-Made Object \"new local library\"; E74 Group. P2 has type: E55 Type \"historical society\"",
+    "99": "E9 Move. P25 moved: E19 Physical Object \"Euphronios krater\"; E9 Move. P26 moved to: E53 Place \"Switzerland\"; E39 Actor. P11 had participant: E21 Person \"Medici\""
+  },
+  "initializer_cutoff_factor": 2.0,
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+  "label2id": {
+    "E10 Transfer of Custody. P28 custody surrendered by: E21 Person. P2 has type \"antiquities dealer\"; E10 Transfer of Custody. P29 custody received by: E21 Person. P2 has type \"private collector\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"artefacts\"": "0",
+    "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"Italian authorities\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"Vatican Museums\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"vase\". P2 has type \"conservation\"": "1",
+    "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"authorities\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"museum\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"looted artifacts\"": "2",
+    "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"customs officials\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"museum\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"looted artifacts\"; E7 Activity. P2 has type \"seize\"": "3",
+    "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"museum A\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"national museum\"; E10 Transfer of Custody. P30 transferred custody of: E78 Curated Holding \"archaeological objects\"": "4",
+    "E10 Transfer of Custody. P28 custody surrendered by: E74 Group \"museum\"; E10 Transfer of Custody. P29 custody received by: E74 Group \"conservation lab\"; E10 Transfer of Custody. P30 transferred custody of: E22 Human-Made Object \"sculpture\"": "5",
+    "E11 Modification. P31 has modified: E22 Human-Made Object \"ancient textile\"; E7 Activity. P32 used general technique: E55 Type \"traditional methods\";": "6",
+    "E11 Modification. P31 has modified: E22 Human-Made Object \"painting\"; E7 Activity. P2 has type \"deaccessioned\"; E18 Physical Thing. P44 has condition \"poor\"": "7",
+    "E11 Modification. P31 has modified: E74 Group \"art gallery\"; E7 Activity. P2 has type: E55 Type \"convert\"; E22 Human-Made Object. P2 has type: \"event space\"": "8",
+    "E11 Modification. P31 has modified: E74 Group \"gallery\". P2 has type \"reopened\"; E39 Actor. P2 has type: E55 Type \"new management\"": "9",
+    "E11 Modification. P31 has modified: E74 Group \"gallery\"; E12 Production. P108 has produced: E24 Physical Human-Made Thing \"cafe\";": "10",
+    "E11 Modification. P31 has modified: E74 Group \"private gallery\"; E7 Activity. P2 has type \"renovation\"; E7 Activity. P2 has type \"restoration\";": "11",
+    "E12 Production. P108 has produced: E22 Human-Made Object \"exhibit of tapestries\"; E7 Activity. P2 has type: \"new exhibit\"; E74 Group. P2 has type: \"museum staff\" ; E55 Type. P2 has type \"contemporary tapestries\"": "12",
+    "E12 Production. P108 has produced: E22 Human-Made Object. P2 has type \"gallery\"; E39 Actor. P74 has current or former residence: E53 Place \"Rome\"; E4 Period. P4 has time-span: E52 Time-Span \"1968\"": "13",
+    "E12 Production. P108 has produced: E22 Human-Made Object. P2 has type \"gallery\"; E74 Group \"Medici and Boursaud\"; E53 Place. P7 took place at: Geneva; E4 Period. P4 has time-span: E52 Time-Span \"1983\"": "14",
+    "E12 Production. P108 has produced: E22 Human-Made Object. P2 has type \"library\"; E53 Place. P7 took place at: E53 Place \"city centre\"": "15",
+    "E12 Production. P108 has produced: E24 Physical Human-Made Thing \"new wing\"; E7 Activity. P2 has type: \"exhibit\"; E74 Group. P2 has type \"museum\"; E55 Type. P2 has type: \"contemporary art\"": "16",
+    "E12 Production. P108 has produced: E26 Physical Feature \"public park\"; E53 Place. P7 took place at: E53 Place \"old harbor area\"": "17",
+    "E5 Event. P2 has type \"looting\"; E5 Event. P7 took place at: E53 Place \"archaeological site\"; E4 Period. P2 has type \"conflict\"": "18",
+    "E6 Destruction. P13 destroyed: E26 Physical Feature \"archaeological site\"; E12 Production. P108 has produced: E22 Human-Made Object \"artifacts\". P2 has type \"looted\"": "19",
+    "E6 Destruction. P13 destroyed: E78 Curated Holding \"ancient coins\"; E7 Activity. P2 has type: E55 Type \"looting\"; E7 Activity. P11 had participant: E39 Actor. P2 has type \"professional looters\"": "20",
+    "E64 End of Existence. P93 took out of existence: E22 Human-Made Object \"Antiquaria Romana\"; E4 Period. P7 took place at: E53 Place \"Rome\"; E4 Period. P4 has time-span: E52 Time-Span \"1978\"": "21",
+    "E65 Creation. P94 has created: E73 Information Object \"digital database\"; E7 Activity. P2 has type: E55 Type \"creation\"; E74 Group. P2 has type: E55 Type \"research institute\"; E7 Activity. P2 has type: \"document\"; E7 Activity. P2 has type \"archaeological findings\"": "22",
+    "E66 Formation. P95 has formed: E27 Site \"archaeological site\"; E53 Place. P7 took place at: E53 Place \"near lake\"; E74 Group. P2 has type: E55 Type \"team of archaeologists\"": "23",
+    "E66 Formation. P95 has formed: E27 Site \"archaeological site\"; E53 Place. P7 took place at: E53 Place \"near old city walls\"": "24",
+    "E66 Formation. P95 has formed: E27 Site \"archaeological site\"; E74 Group. P2 has type \"team of archaeologists\"": "25",
+    "E66 Formation. P95 has formed: E74 Group \"Partnership\"; E74 Group. P2 has type: \"museum\"; E7 Activity. P2 has type: \"joint exhibition\"": "26",
+    "E66 Formation. P95 has formed: E74 Group \"Partnership\"; E74 Group. P2 has type: \"museum\"; E74 Group. P2 has type: \"research institute\"": "27",
+    "E66 Formation. P95 has formed: E74 Group \"association\"; E74 Group. P2 has type \"art gallery\"": "28",
+    "E66 Formation. P95 has formed: E74 Group \"cultural heritage institute\"; E12 Production. P108 has produced: E24 Physical Human-Made Thing \"institute building\"; E7 Activity. P2 has type: \"preservation\"; E55 Type. P2 has type \"historic building\"; E73 Information Object. P2 has type \"records\"": "29",
+    "E66 Formation. P95 has formed: E74 Group \"foundation\"; E7 Activity. P2 had general purpose: E55 Type \"support museum\u2019s acquisition program\"": "30",
+    "E66 Formation. P95 has formed: E74 Group \"museum board\"; E12 Production. P108 has produced: E22 Human-Made Object \"exhibition of ethnographic photographs\" ; E7 Activity. P2 has type: \"agree\"; E7 Activity. P2 has type: \"exhibit\"": "31",
+    "E66 Formation. P95 has formed: E78 Curated Holding \"ancient pottery\"; E7 Activity. P2 has type: E55 Type \"discovery\"; E53 Place. P7 took place at: E27 Site \"dig site\"": "32",
+    "E68 Dissolution. P99 dissolved: E74 Group \"museum branch\"; E11 Modification. P2 has type: E55 Type \"renovation\"": "33",
+    "E68 Dissolution. P99 dissolved: E74 Group. P2 has type \"gallery\"; E64 End of Existence. P2 has type \"lack of funding\"": "34",
+    "E7 Activity. P11 had participant: E21 Person \"Boursaud\"; E7 Activity. P16 used specific object: E18 Physical Thing. P2 has type: E55 Type \"antiquities\"; E53 Place. P7 took place at \"Sotheby's London\"": "35",
+    "E7 Activity. P11 had participant: E21 Person \"Boursaud\"; E7 Activity. P16 used specific object: E22 Human-Made Object; E53 Place. P7 took place at: \"Sotheby's London\"": "36",
+    "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"Italian antiquities dealer\"; E7 Activity. P2 has type: E55 Type \"conviction\"; E6 Destruction. P13 destroyed: E18 Physical Thing": "37",
+    "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"antiquities dealer\"; E4 Period. P7 took place at: E53 Place \"Rome\"; E4 Period. P4 has time-span: E52 Time-Span \"1960s\"": "38",
+    "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"antiquities dealer\"; E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"US dealer\"; E4 Period. P4 has time-span: E52 Time-Span \"1967\"": "39",
+    "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"antiquities dealer\"; E7 Activity. P2 has type: E55 Type \"selling\"; E6 Destruction. P13 destroyed: E22 Human-Made Object. P2 has type \"stolen artifacts\"": "40",
+    "E7 Activity. P11 had participant: E21 Person. P2 has type: E55 Type \"looted artefacts\"; E4 Period. P7 took place at: E53 Place \"Italy\"; E5 Event. P4 has time-span: E52 Time-Span \"July 1967\"; E7 Activity. P2 has type: E55 Type \"conviction\"; E6 Destruction. P13 destroyed: E18 Physical Thing": "41",
+    "E7 Activity. P11 had participant: E21 Person; E53 Place. P7 took place at: \"Sotheby's London\"; E4 Period. P4 has time-span: E52 Time-Span \"1980s\"": "42",
+    "E7 Activity. P11 had participant: E21 Person; E53 Place. P7 took place at: Switzerland": "43",
+    "E7 Activity. P134 continued: E7 Activity \"excavation work\"; E12 Production. P108 has produced: E26 Physical Feature \"new findings\"": "44",
+    "E7 Activity. P14 carried out by: E74 Group \"museum\"; E7 Activity. P2 has type: E55 Type \"hiring\"; E39 Actor. P14 carried out by E21 Person \"curator\". E78 Curated Holding. P109 has current or former curator of: E21 Person": "45",
+    "E7 Activity. P14 carried out by: E74 Group \"new museum\"; E7 Activity. P2 has type: E55 Type \"hiring\"; E39 Actor. P14 carried out by E21 Person \"conservator\"; E78 Curated Holding. P109 has current or former curator of: E21 Person": "46",
+    "E7 Activity. P2 has type \"conservation work\"; E7 Activity. P11 had participant: E74 Group \"museum staff\"; E66 Formation. P95 has formed: E22 Human-Made Object \"painting\"": "47",
+    "E7 Activity. P2 has type \"stop excavation work\"; E53 Place. P7 took place at: E27 Site \"site\"; E74 Group \"authorities\"; E13 Attribute Assignment. P140 assigned attribute to: E27 Site. P177 assigned property type: E55 Type \"contaminated\"": "48",
+    "E7 Activity. P2 has type \"temporary exhibition\"; E7 Activity. P11 had participant: E21 Person \"local artist\"; E8 Acquisition. P23 transferred title from: E74 Group \"gallery\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"paintings\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"": "49",
+    "E7 Activity. P2 has type: E55 Type \"closing down sale\"; E74 Group. P2 has type \"antique shop\";": "50",
+    "E7 Activity. P21 had general purpose: E55 Type \"exhibition of antique furniture\"; E74 Group \"gallery\"": "51",
+    "E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"art dealer\"; E8 Acquisition. P23 transferred title from: E74 Group \"private collection\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"": "52",
+    "E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"collector\"; E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"online dealer\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"medieval manuscript\"": "53",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"Museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"Roman Coins Collection\"": "54",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"art museum\"; E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"wealthy patron\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E8 Acquisition. P2 has type: E55 Type \"gift\"": "55",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"company\"; E8 Acquisition. P24 transferred title of: E24 Physical Human-Made Thing \"building\"; E11 Modification. P31 has modified: E24 Physical Human-Made Thing; E7 Activity. P11 had participant: E74 Group \"construction company\".": "56",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"gallery\"; E8 Acquisition. P23 transferred title from: E74 Group \"online platform\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"sculpture\"; E7 Activity. P2 has type \"online bidding\"": "57",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"historical society\"; E8 Acquisition. P24 transferred title of: E26 Physical Feature \"old town hall remains\"; E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"town council\"; E8 Acquisition. P2 has type \"donation\"": "58",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"investor group\"; E8 Acquisition. P24 transferred title of: E24 Physical Human-Made Thing \"historic building\"; E11 Modification. P2 has type: E55 Type \"convert\"; E22 Human-Made Object. P2 has type: \"hotel\"": "59",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"larger corporation\"; E8 Acquisition. P24 transferred title of: E74 Group \"art gallery\"; E10 Transfer of Custody. P30 transferred custody of: E74 Group \"art gallery\"": "60",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P2 has type \"purchase\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"collection of first editions\"": "61",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"local artist\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"rare photographs\"; E8 Acquisition. P2 has type: E55 Type \"gift\"": "62",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"historical documents\"; E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"local family\"; E8 Acquisition. P2 has type: E55 Type \"donation\"": "63",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"manuscripts and books\"; E8 Acquisition. P2 has type: E55 Type \"bequest\"": "64",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"library\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"rare books\"; E8 Acquisition. P2 has type: E55 Type \"gift\"": "65",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"local museum\"; E8 Acquisition. P23 transferred title from: E39 Actor \"local market vendor\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"medieval tools\"": "66",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum board\"; E8 Acquisition. P24 transferred title of: E20 Biological Object \"fossil\"; E8 Acquisition. P2 has type: E55 Type \"gift\"": "67",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P23 transferred title from: E21 Person \"private collector\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"manuscript\"; E74 Group. P2 has type: \"severe financial duress\"": "68",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P23 transferred title from: E21 Person \"private collector\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"collection of paintings\"; E8 Acquisition. P2 has type: E55 Type \"donation\"": "69",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P23 transferred title from: E74 Group \"online dealer\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"ethnographic artifacts\"; E8 Acquisition. P2 has type \"purchase\"": "70",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"indigenous textiles\"; E8 Acquisition. P2 has type: E55 Type \"donation\"": "71",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"ancient textiles\"; E7 Activity. P11 had participant: E74 Group \"local business\"; E8 Acquisition. P2 has type \"purchase\"": "72",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding. P2 has type \"bequest\"": "73",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"new museum\"; E8 Acquisition. P23 transferred title from: E21 Person \"wealthy donor\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"ancient coins\"; E8 Acquisition. P2 has type: E55 Type \"gift\"": "74",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"university museum\"; E8 Acquisition. P24 transferred title of: E20 Biological Object \"mummy\"; E8 Acquisition. P2 has type \"purchase\"; E11 Modification. P31 has modified: E22 Human-Made Object \"mummy\"; E13 Attribute Assignment. P140 assigned attribute to E22 Human-Made Object. P177 assigned property type  E55 Type. P2 has type \u201cfake\u201d": "75",
+    "E8 Acquisition. P22 transferred title to: E74 Group \"university\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"ancient scientific instruments\"; E8 Acquisition. P2 has type: E55 Type \"major donation\"": "76",
+    "E8 Acquisition. P23 transferred title from: E21 Person \"Collector\"; E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"sculpture\"; E7 Activity. P2 has type: E55 Type \"donation\"; E69 Death. P100 was death of E21 Person": "77",
+    "E8 Acquisition. P23 transferred title from: E21 Person \"Medici\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"Euphronios krater\"; E8 Acquisition. P22 transferred title to: E21 Person \"Hecht\"": "78",
+    "E8 Acquisition. P23 transferred title from: E21 Person \"art collector\"; E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E7 Activity. P2 has type: E55 Type \"donation\"; E18 Physical Thing. P54 has current permanent location: storage area": "79",
+    "E8 Acquisition. P23 transferred title from: E21 Person \"collector\"; E8 Acquisition. P22 transferred title to: E74 Group \"art museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"antique vases\"": "80",
+    "E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"antique dealer\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"maps\"; E8 Acquisition. P22 transferred title to: E39 Actor \"Buyer\"": "81",
+    "E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"art dealer\"; E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"international collector\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"sculpture\"": "82",
+    "E8 Acquisition. P23 transferred title from: E21 Person. P2 has type \"local historian\"; E8 Acquisition. P22 transferred title to: E74 Group \"city archives\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"photograph album\"": "83",
+    "E8 Acquisition. P23 transferred title from: E39 Actor. P2 has type: E55 Type \"tombaroli\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"Euphronios krater\"; E4 Period. P4 has time-span: E52 Time-Span \"December 1971\"; E8 Acquisition. P22 transferred title to: E21 Person \"Medici\"": "84",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"Gallery\"; E8 Acquisition. P22 transferred title to: E39 Actor \"Buyer\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"Rare Painting\"; E7 Activity. P2 has type \"auction\"; E97 Monetary Amount. P2 has type: E55 Type \"record price\"": "85",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"art auction house\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"antique silver\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"; E97 Monetary Amount. P2 has type: E55 Type \"very high price\"": "86",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"art gallery\"; E8 Acquisition. P22 transferred title to: E39 Actor \"anonymous buyer\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"contemporary painting\"": "87",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"auction house\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"set of antique furniture\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"": "88",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"gallery\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"collection\"; E7 Activity. P2 has type \"sale\"; E7 Activity. P21 had general purpose: E55 Type \"raise money for a new building\"; E8 Acquisition. P22 transferred title to: E39 Actor": "89",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"local family\"; E8 Acquisition. P22 transferred title to: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E73 Information Object \"historical documents\"; E8 Acquisition. P2 has type: E55 Type \"donation\"": "90",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P22 transferred title to: E21 Person. P2 has type \"art collector\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E8 Acquisition. P2 has type \"private sale\"": "91",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"painting\"; E7 Activity. P2 has type \"sale\"; E7 Activity. P21 had general purpose \"acquire funds\"; E8 Acquisition. P22 transferred title to: E39 Actor": "92",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"duplicates\"; E7 Activity. P21 had general purpose: E55 Type \"support conservation efforts\";  E8 Acquisition. P22 transferred title to: E39 Actor \"Buyer\"": "93",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"objects\"; E8 Acquisition. P22 transferred title to: E39 Actor. P2 has type: E55 Type \"sale\"; E7 Activity. P2 has type: E55 Type \"lack of display space\"": "94",
+    "E8 Acquisition. P23 transferred title from: E74 Group \"museum\"; E8 Acquisition. P24 transferred title of: E78 Curated Holding \"vintage postcards\"; E7 Activity. P2 has type \"auction\"; E8 Acquisition. P22 transferred title to: E39 Actor \"buyer\"": "95",
+    "E8 Acquisition. P23 transferred title from: E74 Group. P2 has type \"auction house\"; E8 Acquisition. P22 transferred title to: E21 Person \"private collector\"; E8 Acquisition. P24 transferred title of: E22 Human-Made Object \"ancient Greek pottery\"": "96",
+    "E85 Joining. P143 joined: E21 Person \"Medici\"; E85 Joining. P144 joined with: E74 Group \"Medici and Boursaud\"": "97",
+    "E87 Curation Activity. P147 curated: E78 Curated Holding \"town records\"; E12 Production. P108 has produced: E22 Human-Made Object \"new local library\"; E74 Group. P2 has type: E55 Type \"historical society\"": "98",
+    "E9 Move. P25 moved: E19 Physical Object \"Euphronios krater\"; E9 Move. P26 moved to: E53 Place \"Switzerland\"; E39 Actor. P11 had participant: E21 Person \"Medici\"": "99",
+    "E9 Move. P26 moved to: E53 Place \"Sotheby\u2019s London\"; E9 Move. P27 moved from: E53 Place \"Geneva\"; E9 Move. P25 moved: E18 Physical Thing; E39 Actor. P2 has type \"courier\"": "100",
+    "E97 Monetary Amount. P90 has value: \"\u00a3500,000\"": "101"
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