- Introduced `llm_extract_archiveslab.py` script for entity and relationship extraction using LLMAnnotator with GLAM-NER v1.7.0. - Replaced regex-based extraction with generative LLM inference. - Added functions for loading markdown content, converting annotation sessions to dictionaries, and generating extraction statistics. - Implemented comprehensive logging of extraction results, including counts of entities, relationships, and specific types like heritage institutions and persons. - Results and statistics are saved in JSON format for further analysis.
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68 KiB
JSON
2355 lines
No EOL
68 KiB
JSON
{
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"metadata": {
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"source_file": "docs/reflection/2025-09-23T14-51-08-a150d437-419f-4e91-bfe9-ee2954c213a7-Palestinian_GLAM_resources_and_archives.json",
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"conversation_id": "a150d437-419f-4e91-bfe9-ee2954c213a7",
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"conversation_name": "Palestinian GLAM resources and archives",
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"extraction_date": "2025-12-05T15:31:17.450468+00:00",
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"institution_count": 24,
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"total_entity_claims": 24,
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"total_triples": 48,
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"claim_type_counts": {
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"GRP.HER.LIB": 10,
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"GRP.HER.MUS": 6,
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"GRP.HER.GAL": 2,
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"GRP.HER.DIG": 6
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},
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"triple_type_counts": {
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"REL.SPA.LOC": 24,
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"REL.ONT.ISA": 24
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}
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},
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"institutions": [
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{
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"name": "Palestine National Library",
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"name_arabic": "المكتبة الوطنية الفلسطينية",
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Nablus Municipality Public Library",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Ramallah Public Library",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Gaza Municipality Public Library System",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Birzeit University - Yusuf Ahmed Alghanim Library",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "An-Najah National University Libraries",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Al-Quds University Libraries",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Gaza University Libraries (Current Status)",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Bethlehem University - Zbierski Library",
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"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Palestine Polytechnic University Library",
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|
"name_arabic": null,
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"type": "GRP.HER.LIB",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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|
"name": "The Palestinian Museum",
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|
"name_arabic": null,
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"type": "GRP.HER.MUS",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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|
"name": "Yasser Arafat Museum",
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"name_arabic": null,
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"type": "GRP.HER.MUS",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Museum of the Palestinian People",
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"name_arabic": null,
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"type": "GRP.HER.MUS",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Bethlehem Museum for Heritage and Culture",
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"name_arabic": null,
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"type": "GRP.HER.MUS",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Old Hebron Museum",
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|
"name_arabic": null,
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"type": "GRP.HER.MUS",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Gaza Museums (Pre-conflict Status)",
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"name_arabic": null,
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"type": "GRP.HER.MUS",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
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},
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{
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"name": "Yabous Cultural Centre",
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"name_arabic": null,
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"type": "GRP.HER.GAL",
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|
"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
|
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},
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{
|
|
"name": "Palestinian National Theatre (Al-Hakawati)",
|
|
"name_arabic": null,
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"type": "GRP.HER.GAL",
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|
"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
|
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},
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|
{
|
|
"name": "Palestine Poster Project Archives",
|
|
"name_arabic": null,
|
|
"type": "GRP.HER.DIG",
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|
"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
|
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},
|
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{
|
|
"name": "PalestineRemembered.com",
|
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"name_arabic": null,
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"type": "GRP.HER.DIG",
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|
"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
|
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},
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{
|
|
"name": "Interactive Encyclopedia of the Palestine Question",
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|
"name_arabic": null,
|
|
"type": "GRP.HER.DIG",
|
|
"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"status": null
|
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},
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{
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"name": "Library of Congress (USA)",
|
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"name_arabic": null,
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"type": "GRP.HER.DIG",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"collections_count": null,
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"status": null
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},
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{
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|
"name": "British Library - Endangered Archives",
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|
"name_arabic": null,
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"type": "GRP.HER.DIG",
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"location": null,
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"city": null,
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"status": null
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},
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{
|
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"name": "Qatar Digital Library",
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"name_arabic": null,
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"type": "GRP.HER.DIG",
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"location": null,
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"city": null,
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"website": null,
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"status": null
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}
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],
|
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"entity_claims": [
|
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{
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"hypernym": "GRP",
|
|
"hyponym": "GRP.HER.LIB",
|
|
"text": "Palestine National Library",
|
|
"text_arabic": "المكتبة الوطنية الفلسطينية",
|
|
"xpath": "/section['## Part I: Libraries']/institution[@line=11]",
|
|
"confidence": 0.95,
|
|
"class_uri": "glam:HeritageCustodian",
|
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"notes": "Heritage institution in ## Part I: Libraries",
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"metadata": {
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"location": null,
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"city": null,
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"country": "PS",
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"website": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"languages": null,
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"special_collections": null,
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"digital_access": null,
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"services": null,
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"hours": null,
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"status": null,
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"international_status": null,
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"unesco_status": null
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},
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"provenance": {
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"source_type": "CONVERSATION_NLP",
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"conversation_id": "a150d437-419f-4e91-bfe9-ee2954c213a7",
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"extraction_date": "2025-12-05T15:31:17.449904+00:00",
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"source_line": 11
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}
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},
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{
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"hypernym": "GRP",
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"hyponym": "GRP.HER.LIB",
|
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"text": "Nablus Municipality Public Library",
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"text_arabic": null,
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"xpath": "/section['## Part I: Libraries']/institution[@line=24]",
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|
"confidence": 0.95,
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"class_uri": "glam:HeritageCustodian",
|
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"notes": "Heritage institution in ## Part I: Libraries",
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"metadata": {
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"location": null,
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"city": null,
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"country": "PS",
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"website": null,
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"email": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"languages": null,
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"special_collections": null,
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"digital_access": null,
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"services": null,
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"status": null,
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"international_status": null,
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"unesco_status": null
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},
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"provenance": {
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"source_type": "CONVERSATION_NLP",
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"conversation_id": "a150d437-419f-4e91-bfe9-ee2954c213a7",
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"extraction_date": "2025-12-05T15:31:17.449904+00:00",
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"source_line": 24
|
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}
|
|
},
|
|
{
|
|
"hypernym": "GRP",
|
|
"hyponym": "GRP.HER.LIB",
|
|
"text": "Ramallah Public Library",
|
|
"text_arabic": null,
|
|
"xpath": "/section['## Part I: Libraries']/institution[@line=34]",
|
|
"confidence": 0.95,
|
|
"class_uri": "glam:HeritageCustodian",
|
|
"notes": "Heritage institution in ## Part I: Libraries",
|
|
"metadata": {
|
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"location": null,
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"city": null,
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"country": "PS",
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"website": null,
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"email": null,
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"phone": null,
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"established": null,
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"collections": null,
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"collections_count": null,
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"languages": null,
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"special_collections": null,
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"digital_access": null,
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"services": null,
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"hours": null,
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"status": null,
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"international_status": null,
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"unesco_status": null
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},
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"provenance": {
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"source_type": "CONVERSATION_NLP",
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"conversation_id": "a150d437-419f-4e91-bfe9-ee2954c213a7",
|
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"extraction_date": "2025-12-05T15:31:17.449904+00:00",
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"source_line": 34
|
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}
|
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},
|
|
{
|
|
"hypernym": "GRP",
|
|
"hyponym": "GRP.HER.LIB",
|
|
"text": "Gaza Municipality Public Library System",
|
|
"text_arabic": null,
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"xpath": "/section['## Part I: Libraries']/institution[@line=40]",
|
|
"confidence": 0.95,
|
|
"class_uri": "glam:HeritageCustodian",
|
|
"notes": "Heritage institution in ## Part I: Libraries",
|
|
"metadata": {
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"location": null,
|
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"city": null,
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|
"country": "PS",
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"website": null,
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"collections": null,
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"languages": null,
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},
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"provenance": {
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"source_type": "CONVERSATION_NLP",
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"conversation_id": "a150d437-419f-4e91-bfe9-ee2954c213a7",
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|
"extraction_date": "2025-12-05T15:31:17.449904+00:00",
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"source_line": 40
|
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}
|
|
},
|
|
{
|
|
"hypernym": "GRP",
|
|
"hyponym": "GRP.HER.LIB",
|
|
"text": "Birzeit University - Yusuf Ahmed Alghanim Library",
|
|
"text_arabic": null,
|
|
"xpath": "/section['## Part I: Libraries']/institution[@line=48]",
|
|
"confidence": 0.95,
|
|
"class_uri": "glam:HeritageCustodian",
|
|
"notes": "Heritage institution in ## Part I: Libraries",
|
|
"metadata": {
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"location": null,
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"city": null,
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"country": "PS",
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"unesco_status": null
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},
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"provenance": {
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"source_type": "CONVERSATION_NLP",
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"conversation_id": "a150d437-419f-4e91-bfe9-ee2954c213a7",
|
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"extraction_date": "2025-12-05T15:31:17.449904+00:00",
|
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"source_line": 48
|
|
}
|
|
},
|
|
{
|
|
"hypernym": "GRP",
|
|
"hyponym": "GRP.HER.LIB",
|
|
"text": "An-Najah National University Libraries",
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