data(person): enrich 64 person profiles with comprehensive metadata
- Add inferred birth dates using EDTF notation - Add inferred birth/current settlements - Enrich employment history with temporal data - Add heritage sector relevance scores - Improve PPID component tracking - Update .gitignore with large file patterns (warc, nt, trix, geonames.db)
This commit is contained in:
parent
3dd1f11059
commit
3eb097d92e
72 changed files with 10475 additions and 648 deletions
17
.gitignore
vendored
17
.gitignore
vendored
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@ -117,3 +117,20 @@ data/ducklake/
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# backups
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data/custodian.backup.20251230
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data/custodian/person/bu_final
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# Large reference data (filtered from git history)
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data/reference/allCountries.*
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data/reference/geonames.db
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data/reference/halc/*.gpkg
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# Web archives
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**/*.warc.gz
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**/*.warc
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# Large RDF exports
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**/*.nt
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**/*.trix
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**/*.nq
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# Large backups
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*.backup*
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@ -29,11 +29,23 @@
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"source": "linkedin_profile"
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},
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"birth_date": {
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"edtf": "XXXX",
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"precision": "unknown",
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"note": "See inferred_birth_decade for heuristic estimate"
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"edtf": "1992",
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"precision": "year",
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"provenance": {
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"statement_created_at": "2026-01-10T22:55:24.963188+00:00",
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"source_archived_at": "2026-01-10T22:55:20.514115+00:00",
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"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
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"source_url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
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"source_title": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree",
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"source_snippet": "rs and backgrounds:\n\n- Marcus A Hughes, born June 30, 1992, died December 1, 2010.\n- Marcus A Hugh",
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"search_query": "\"marcus hughes\" born biography",
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"extraction_method": "regex_pattern_matching",
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"verified": false,
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"verification_status": "machine_extracted"
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}
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},
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"is_living": true,
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"is_living": false,
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"heritage_relevance": {
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"is_heritage_relevant": true,
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"heritage_types": [
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@ -153,7 +165,503 @@
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"languages": [],
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"profile_image_url": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"
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},
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"web_claims": [],
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"web_claims": [
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{
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"claim_type": "birth_year",
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"claim_value": 1992,
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"provenance": {
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"statement_created_at": "2026-01-10T22:55:24.963188+00:00",
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"source_archived_at": "2026-01-10T22:55:20.514115+00:00",
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"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
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"api_endpoint": "https://api.linkup.so/v1/search",
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"search_query": "\"marcus hughes\" born biography",
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"search_depth": "standard",
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"source_url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
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"source_title": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree",
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"source_snippet": "rs and backgrounds:\n\n- Marcus A Hughes, born June 30, 1992, died December 1, 2010.\n- Marcus A Hugh",
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"extraction_method": "regex_pattern_matching",
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"pattern_type": "us_date",
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"verified": false,
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"verification_status": "machine_extracted",
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"requires_human_review": true,
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"http_status": 200,
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"answer_position": "answer[75:173]",
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"all_sources": [
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{
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"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
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"name": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree"
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},
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{
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"url": "https://www.imdb.com/name/nm1401023/bio/",
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"name": "Mark Hughes - Biography - IMDb"
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},
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{
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"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1990-death-2008/34017414",
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"name": "Marcus A Hughes (1990 - 2008) - Ohio"
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},
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{
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"url": "https://mabumbe.com/people/mark-hughes-age-net-worth-relationships-and-career-highlights/",
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"name": "Mark Hughes: Age, Net Worth, Relationships, and Career Highlights - Mabumbe"
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},
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{
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"url": "https://www.cerritosfalcons.com/sports/mxc/2023-24/bios/hughes_marcus_hu30",
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"name": "Marcus Hughes - Cerritos College Athletics"
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}
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],
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"source_count": 20,
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"answer_content_hash": "1fee63aca16d5b49"
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}
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},
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{
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"claim_type": "death_year",
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"claim_value": 2000,
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"provenance": {
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"statement_created_at": "2026-01-10T22:55:24.963276+00:00",
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"source_archived_at": "2026-01-10T22:55:20.514115+00:00",
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"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
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"api_endpoint": "https://api.linkup.so/v1/search",
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"search_query": "\"marcus hughes\" born biography",
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"search_depth": "standard",
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"source_url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
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"source_title": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree",
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"source_snippet": "ughes, born October 10, 1919, died 2000.\n\nNo detailed biography beyon",
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"extraction_method": "regex_pattern_matching",
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"pattern_type": "death_year",
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"verified": false,
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"verification_status": "machine_extracted",
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"requires_human_review": true,
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"http_status": 200,
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"answer_position": "answer[383:452]",
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"all_sources": [
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{
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"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
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"name": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree"
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},
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{
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"url": "https://www.imdb.com/name/nm1401023/bio/",
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"name": "Mark Hughes - Biography - IMDb"
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},
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{
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"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1990-death-2008/34017414",
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"name": "Marcus A Hughes (1990 - 2008) - Ohio"
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},
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{
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"url": "https://mabumbe.com/people/mark-hughes-age-net-worth-relationships-and-career-highlights/",
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"name": "Mark Hughes: Age, Net Worth, Relationships, and Career Highlights - Mabumbe"
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},
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{
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"url": "https://www.cerritosfalcons.com/sports/mxc/2023-24/bios/hughes_marcus_hu30",
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"name": "Marcus Hughes - Cerritos College Athletics"
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}
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],
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"source_count": 20,
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"answer_content_hash": "1fee63aca16d5b49"
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}
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},
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{
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"claim_type": "position",
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"claim_value": {
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"title": "Professor",
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"organization": "Western Sydney University’s School of Humanities &",
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"year": null
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},
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"provenance": {
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"statement_created_at": "2026-01-10T22:55:29.826000+00:00",
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"source_archived_at": "2026-01-10T22:55:25.968448+00:00",
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"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
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"api_endpoint": "https://api.linkup.so/v1/search",
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"search_query": "\"marcus hughes\" Adjunct Associate Professor education career university",
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"search_depth": "standard",
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"source_url": "https://au.linkedin.com/in/marcus-hughes-0454781b",
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"source_title": "marcus hughes - Head of Iindigenous Engagement & Strategy - Museum of Applied Arts and Sciences | LinkedIn",
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"source_snippet": "n Adjunct Associate Professor at Western Sydney University’s School of Humanities & Communication Arts.",
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"extraction_method": "regex_pattern_matching",
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"pattern_type": "position",
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"verified": false,
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"verification_status": "machine_extracted",
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"requires_human_review": true,
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"http_status": 200,
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"answer_position": "answer[18:121]",
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"all_sources": [
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{
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"url": "https://au.linkedin.com/in/marcus-hughes-0454781b",
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"name": "marcus hughes - Head of Iindigenous Engagement & Strategy - Museum of Applied Arts and Sciences | LinkedIn"
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},
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{
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"url": "https://now.fordham.edu/inside-fordham/longtime-employees-honored-at-annual-convocation/?mode=list",
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"name": "Longtime Employees Honored at Annual Convocation"
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},
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{
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"url": "https://www.higheredjobs.com/faculty/details.cfm?JobCode=179304939",
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"name": "Adjunct Associate Professor - HigherEdJobs"
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},
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{
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"url": "https://www.ziprecruiter.com/Jobs/Adjunct-Professor/-in-Houston,TX?version=next",
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"name": "$63-$243/hr Adjunct Professor Jobs in Houston, TX"
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},
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{
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"url": "https://conlog.eventsair.com/amaga2021/marcus-hughes",
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"name": "Marcus Hughes - Australian Museums and Galleries Association 2021"
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}
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],
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"source_count": 20,
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"answer_content_hash": "ccea3cc352ba0244"
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}
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},
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{
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"claim_type": "contact_detail",
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"claim_value": {
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"type": "linkedin_url",
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"value": "https://www.linkedin.com/in/marcus-hughes/"
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},
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"provenance": {
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"statement_created_at": "2026-01-10T22:55:44.340689+00:00",
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"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
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"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
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"api_endpoint": "https://api.linkup.so/v1/search",
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"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
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"search_depth": "standard",
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"source_url": "https://www.linkedin.com/in/marcus-hughes/",
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"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
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"source_snippet": "r at LinkedIn, San Francisco: https://www.linkedin.com/in/marcus-hughes/\n2. Marcus Hughes, banking/pay",
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"extraction_method": "regex_pattern_matching",
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"pattern_type": "linkedin_url",
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"verified": false,
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"verification_status": "machine_extracted",
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"requires_human_review": true,
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"http_status": 200,
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"answer_position": "answer[281:383]",
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"all_sources": [
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{
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"url": "https://www.linkedin.com/in/marcus-hughes/",
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"name": "Marcus Hughes - LinkedIn | LinkedIn"
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},
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{
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"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
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"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
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"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
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"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
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"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
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}
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],
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"source_count": 18,
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"answer_content_hash": "2882fd6c2afa9ea4"
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}
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},
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{
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"claim_type": "contact_detail",
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"claim_value": {
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"type": "linkedin_url",
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"value": "https://www.linkedin.com/in/marcus-hughes-21259011/"
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},
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"provenance": {
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"statement_created_at": "2026-01-10T22:55:44.340752+00:00",
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"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
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"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
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"api_endpoint": "https://api.linkup.so/v1/search",
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"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
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"search_depth": "standard",
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"source_url": "https://www.linkedin.com/in/marcus-hughes/",
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"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
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"source_snippet": "versity of Cambridge, London: https://www.linkedin.com/in/marcus-hughes-21259011/\n3. Marcus Hughes, Weathersafe",
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"extraction_method": "regex_pattern_matching",
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"pattern_type": "linkedin_url",
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"verified": false,
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"verification_status": "machine_extracted",
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"requires_human_review": true,
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"http_status": 200,
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"answer_position": "answer[406:517]",
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"all_sources": [
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{
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"url": "https://www.linkedin.com/in/marcus-hughes/",
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"name": "Marcus Hughes - LinkedIn | LinkedIn"
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},
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{
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"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
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"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
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"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
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"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
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"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
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}
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],
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"source_count": 18,
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"answer_content_hash": "2882fd6c2afa9ea4"
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}
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},
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{
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"claim_type": "contact_detail",
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||||
"claim_value": {
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"type": "linkedin_url",
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"value": "https://www.linkedin.com/in/marcus-hughes-7ab83796/"
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},
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"provenance": {
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||||
"statement_created_at": "2026-01-10T22:55:44.340766+00:00",
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||||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
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||||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
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"source_snippet": "e Restoration, Inc., St Paul: https://www.linkedin.com/in/marcus-hughes-7ab83796/\n4. Marcus Hughes, Program Ana",
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"extraction_method": "regex_pattern_matching",
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"pattern_type": "linkedin_url",
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"verified": false,
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||||
"verification_status": "machine_extracted",
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||||
"requires_human_review": true,
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||||
"http_status": 200,
|
||||
"answer_position": "answer[516:627]",
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||||
"all_sources": [
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{
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||||
"url": "https://www.linkedin.com/in/marcus-hughes/",
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"name": "Marcus Hughes - LinkedIn | LinkedIn"
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||||
},
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{
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||||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
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||||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
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||||
},
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||||
{
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||||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
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||||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
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"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
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},
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{
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"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
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"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
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}
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],
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"source_count": 18,
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||||
"answer_content_hash": "2882fd6c2afa9ea4"
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||||
}
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||||
},
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||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
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||||
"value": "https://www.linkedin.com/in/marcus-hughes-242a3038/"
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},
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"provenance": {
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||||
"statement_created_at": "2026-01-10T22:55:44.340777+00:00",
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||||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
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||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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||||
"retrieval_method": "linkup_web_search",
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||||
"api_endpoint": "https://api.linkup.so/v1/search",
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||||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
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"search_depth": "standard",
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"source_url": "https://www.linkedin.com/in/marcus-hughes/",
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"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
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"source_snippet": "nalyst, US Air Force veteran: https://www.linkedin.com/in/marcus-hughes-242a3038/\n5. Marcus Hughes, National Li",
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"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[625:736]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 18,
|
||||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
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|
||||
},
|
||||
"provenance": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||||
"source_snippet": "stralia, Greater Sydney Area: https://www.linkedin.com/in/marcus-hughes-0454781b/\n6. Marcus Hughes, UMass Memor",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
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|
||||
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|
||||
"http_status": 200,
|
||||
"answer_position": "answer[747:858]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 18,
|
||||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/marcus-hughes-3782975/"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:55:44.340798+00:00",
|
||||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||||
"source_snippet": "Health Care, Greater Boston: https://www.linkedin.com/in/marcus-hughes-3782975/\n7. Marcus Hughes, Wells Fargo",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
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|
||||
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|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[862:971]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 18,
|
||||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||||
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|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
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|
||||
"type": "linkedin_url",
|
||||
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|
||||
},
|
||||
"provenance": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"http_status": 200,
|
||||
"answer_position": "answer[956:1067]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 18,
|
||||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
{
|
||||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/marcus-hughes-0454781b_20251214T104016Z.json",
|
||||
|
|
@ -384,5 +892,31 @@
|
|||
"inferred_at": "2026-01-09T19:50:55.093905+00:00",
|
||||
"inferred_by": "enrich_ppids.py"
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:55:20.513946+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "marcus hughes",
|
||||
"context_used": "Adjunct Associate Professor",
|
||||
"searches_performed": [
|
||||
"\"marcus hughes\" born biography",
|
||||
"\"marcus hughes\" Adjunct Associate Professor education career university",
|
||||
"\"marcus hughes\" publications awards honors books",
|
||||
"\"marcus hughes\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
},
|
||||
{
|
||||
"cleanup_timestamp": "2026-01-11T00:00:00Z",
|
||||
"cleanup_agent": "false_positive_cleanup_v1",
|
||||
"removed_claims": [
|
||||
{
|
||||
"type": "twitter",
|
||||
"value": "handles",
|
||||
"reason": "false_positive_blocklist"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -29,9 +29,21 @@
|
|||
"source": "linkedin_profile"
|
||||
},
|
||||
"birth_date": {
|
||||
"edtf": "XXXX",
|
||||
"precision": "unknown",
|
||||
"note": "See inferred_birth_decade for heuristic estimate"
|
||||
"edtf": "1939",
|
||||
"precision": "year",
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:11:46.549507+00:00",
|
||||
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|
||||
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|
||||
"retrieval_method": "linkup_web_search",
|
||||
"source_url": "https://www.nobelprize.org/prizes/literature/1995/heaney/biographical/",
|
||||
"source_title": "Seamus Heaney – Biographical - NobelPrize.org",
|
||||
"source_snippet": "Seamus Heaney was born on April 13, 1939, at the family farm called Mossbawn nea",
|
||||
"search_query": "\"Seamus R.\" born biography",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
},
|
||||
"is_living": true,
|
||||
"heritage_relevance": {
|
||||
|
|
@ -180,7 +192,408 @@
|
|||
"languages": [],
|
||||
"profile_image_url": "https://media.licdn.com/dms/image/v2/C4D03AQFFFQ-y6an4Mg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516764330249?e=2147483647&v=beta&t=OSVuaubl5Wt5IuTsMarT-ZaWU4l3NOZ7f_cYSGKvbJI"
|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"search_query": "\"Seamus R.\" born biography",
|
||||
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|
||||
"source_url": "https://www.nobelprize.org/prizes/literature/1995/heaney/biographical/",
|
||||
"source_title": "Seamus Heaney – Biographical - NobelPrize.org",
|
||||
"source_snippet": "Seamus Heaney was born on April 13, 1939, at the family farm called Mossbawn nea",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:80]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.nobelprize.org/prizes/literature/1995/heaney/biographical/",
|
||||
"name": "Seamus Heaney – Biographical - NobelPrize.org"
|
||||
},
|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/Seamus_Heaney",
|
||||
"name": "Seamus Heaney - Wikipedia"
|
||||
},
|
||||
{
|
||||
"url": "https://www.britannica.com/biography/Seamus-Heaney",
|
||||
"name": "Seamus Heaney | Biography, Books, & Facts | Britannica"
|
||||
},
|
||||
{
|
||||
"url": "https://www.seamusheaney.com/life-and-legacy",
|
||||
"name": "Life and Legacy — The Estate of Seamus Heaney"
|
||||
},
|
||||
{
|
||||
"url": "https://www.nytimes.com/2013/08/31/arts/seamus-heaney-acclaimed-irish-poet-dies-at-74.html",
|
||||
"name": "Seamus Heaney, Irish Poet of Soil and Strife, Dies at 74 - The New York Times"
|
||||
}
|
||||
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|
||||
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|
||||
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|
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}
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:101]",
|
||||
"all_sources": [
|
||||
{
|
||||
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|
||||
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|
||||
},
|
||||
{
|
||||
"url": "https://ischool.utoronto.ca/profile/seamus-ross/",
|
||||
"name": "Seamus Ross - Seamus Ross - Faculty of Information (iSchool) | University of Toronto"
|
||||
},
|
||||
{
|
||||
"url": "https://www.oii.ox.ac.uk/people/profiles/seamus-ross/",
|
||||
"name": "OII | Professor Seamus Ross"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/seamusross/",
|
||||
"name": "Seamus R. - Professor at Faculty of Information, University of Toronto (UofT iSchool) | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://utoronto.academia.edu/SeamusRoss",
|
||||
"name": "Seamus Ross - University of Toronto"
|
||||
}
|
||||
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|
||||
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|
||||
"answer_content_hash": "07ade38171c4dc50"
|
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"source_title": "Seamus Ross - Faculty of Information",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[179:282]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://ischool.utoronto.ca/faculty-profile/seamus-ross/",
|
||||
"name": "Seamus Ross - Faculty of Information"
|
||||
},
|
||||
{
|
||||
"url": "https://ischool.utoronto.ca/profile/seamus-ross/",
|
||||
"name": "Seamus Ross - Seamus Ross - Faculty of Information (iSchool) | University of Toronto"
|
||||
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|
||||
"name": "Mühren, Bas [WorldCat Identities]"
|
||||
}
|
||||
],
|
||||
"source_count": 18,
|
||||
"answer_content_hash": "c437b6d3890356b1"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/bas-m"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:06:37.051109+00:00",
|
||||
"source_archived_at": "2026-01-10T23:06:32.986024+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.1",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Bas Mühren\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://orcid.org/signin",
|
||||
"source_title": "ORCID",
|
||||
"source_snippet": "as Mühren's LinkedIn profile: https://www.linkedin.com/in/bas-m%C3%BChren-05b5099/ \nPosition",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[1:94]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://orcid.org/signin",
|
||||
"name": "ORCID"
|
||||
},
|
||||
{
|
||||
"url": "https://aut.ac.nz.libguides.com/c.php?g=426062&p=5799934",
|
||||
"name": "LinkedIn - ORCID and Researcher Profiles - Library Guides at AUT University"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/bas-m%C3%BChren-05b5099/",
|
||||
"name": "Bas Mühren - Medewerker Collectie en Onderzoek / Curator at Kröller-Müller Museum | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://nl.linkedin.com/posts/bas-m%C3%BChren-05b5099_laatste-weekend-dan-flavin-vroege-lichtwerken-activity-7067821121395412993-qETb?trk=public_profile_like_view",
|
||||
"name": "Bas Mühren op LinkedIn: Laatste weekend: Dan Flavin: Vroege lichtwerken in het Kröller-Müller…"
|
||||
},
|
||||
{
|
||||
"url": "https://support.orcid.org/hc/en-us/articles/360006973833-Add-links-to-personal-websites-to-your-ORCID-record",
|
||||
"name": "Add links to personal websites to your ORCID record – ORCID"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "6fa9c2d5fff2a90a"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
{
|
||||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/bas-m%C3%BChren-05b5099_20251214T115050Z.json",
|
||||
|
|
@ -205,5 +307,20 @@
|
|||
"inferred_at": "2026-01-09T19:51:04.049029+00:00",
|
||||
"inferred_by": "enrich_ppids.py"
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T23:06:19.478846+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.1",
|
||||
"person_name": "Bas Mühren",
|
||||
"context_used": "Medewerker Collectie en Onderzoek / Curator at Kröller-Müller Museum",
|
||||
"searches_performed": [
|
||||
"\"Bas Mühren\" born biography",
|
||||
"\"Bas Mühren\" Medewerker Collectie en Onderzoek / Curator at Kröller-Müller Museum education career university",
|
||||
"\"Bas Mühren\" publications awards honors books",
|
||||
"\"Bas Mühren\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -39,7 +39,9 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"rationale": "25+ year career in archives sector. Current Senior Medewerker Archieven en Collecties at Noord-Hollands Archief. Previous positions at Stadsdeel Zuideramstel including Teamleider Archief and Adviseur Documentaire Informatievoorziening. Expertise in digital preservation and digital heritage."
|
||||
"rationale": "25+ year career in archives sector. Current Senior Medewerker Archieven en Collecties at Noord-Hollands Archief. Previous positions at Stadsdeel Zuideramstel including Teamleider Archief and Adviseur Documentaire Informatievoorziening. Expertise in digital preservation and digital heritage.",
|
||||
"score": 0.88,
|
||||
"score_rationale": "Senior archival professional with 25+ years experience. Key factors: (1) Senior Medewerker role at major provincial archive (+0.15); (2) 15+ year coordination of Haarlemmermeer Historical Archive demonstrates sustained leadership (+0.20); (3) Drs. History from RUG provides academic foundation (+0.10); (4) Key involvement in Programma Digitaal Informatiebeheer including preservation infrastructure since 2019 (+0.15); (5) Extensive professional development in digital heritage (NDE Leren Preserveren, ErfgoedAcademie Digitaal Erfgoed) (+0.10); (6) Previous leadership as Teamleider Archief at Amsterdam municipal district (+0.08); (7) Not in management team or publishing researcher, limiting broader sector influence (-0.10). Strong operational heritage professional with digital preservation expertise."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -510,6 +512,15 @@
|
|||
"claims_added": 24,
|
||||
"affiliations_added": 5,
|
||||
"notes": "Comprehensive enrichment from LinkedIn profile data. Added all 5 career positions, 11 education entries, expertise areas, and professional context."
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-10T14:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/nicole-broek-14646b1b0"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment based on comprehensive LinkedIn data. Senior archives professional with 25+ years experience at Noord-Hollands Archief. Notable for 15+ year coordination of Haarlemmermeer Historical Archive and key involvement in Programma Digitaal Informatiebeheer including preservation infrastructure development since 2019. Drs. History (RUG 1989-1995) with extensive professional development in digital heritage preservation."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -518,8 +529,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/nicole-broek-14646b1b0_20251214T102659Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_by": "opencode-claude-opus-4_5"
|
||||
"modified_at": "2026-01-10T14:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.88) and score_rationale. Added deep_enrichment block to enrichment_metadata documenting score assessment."
|
||||
},
|
||||
"linkedin_slug": "nicole-broek-14646b1b0",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -31,7 +31,9 @@
|
|||
"O",
|
||||
"T"
|
||||
],
|
||||
"rationale": "19 years in cultural sector including multiple roles at Raad voor Cultuur: Lid Monitoringscommissie Ontwikkel Instellingen (2025-present), Beoordelingscommissie Ontwikkelinstellingen BIS 2025-2028 (2024), Lid Monitoringscommissie BIS 2021-2024 (2022-2024). Also 6.5 years production at DutchCulture (international cultural cooperation), and extensive performing arts production experience including What You See Festival, Stadsschouwburg Amsterdam. Active in cultural policy evaluation for official government cultural infrastructure."
|
||||
"rationale": "19 years in cultural sector including multiple roles at Raad voor Cultuur: Lid Monitoringscommissie Ontwikkel Instellingen (2025-present), Beoordelingscommissie Ontwikkelinstellingen BIS 2025-2028 (2024), Lid Monitoringscommissie BIS 2021-2024 (2022-2024). Also 6.5 years production at DutchCulture (international cultural cooperation), and extensive performing arts production experience including What You See Festival, Stadsschouwburg Amsterdam. Active in cultural policy evaluation for official government cultural infrastructure.",
|
||||
"score": 0.55,
|
||||
"score_rationale": "Cultural sector professional with policy advisory roles but limited direct heritage custodian work. Key factors: (1) Lid Monitoringscommissie Ontwikkel Instellingen at Raad voor Cultuur (2025-present) - national cultural policy advisory (+0.12); (2) Beoordelingscommissie Ontwikkelinstellingen BIS 2025-2028 at Raad voor Cultuur (2024) - grant evaluation for cultural institutions (+0.08); (3) Lid Monitoringscommissie BIS 2021-2024 at Raad voor Cultuur (2022-2024) - monitoring cultural infrastructure (+0.08); (4) 6.5 years production at DutchCulture (2017-2023) - international cultural cooperation organization (+0.10); (5) Interim Study Supervisor Master Creative Producing at AHK (2025-present) - heritage education (+0.05); (6) Co-owner Producing The Future consultancy serving Mondriaanfonds, Fonds voor Cultuurparticipatie (+0.05); (7) Zakelijk Producent What You See Festival (2022-present) - cultural festival production (+0.03); (8) Stagiair Programmering Stadsschouwburg Amsterdam (2016) - performing arts venue (+0.02); (9) 19 years total cultural sector experience (+0.04); (10) Primary focus is performing arts production rather than heritage custodian institutions (-0.02). Cultural policy involvement is significant but direct heritage work is limited."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -264,6 +266,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T18:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/rick-busscher-744b5273"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Cultural producer with policy advisory roles at Raad voor Cultuur. 6.5 years at DutchCulture. Focus on performing arts production rather than heritage custodians."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -272,8 +283,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/rick-busscher-744b5273_20251214T112451Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:22.959713+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T18:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.55) and score_rationale. Cultural producer with Raad voor Cultuur policy advisory roles."
|
||||
},
|
||||
"linkedin_slug": "rick-busscher-744b5273",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -39,7 +39,9 @@
|
|||
"heritage_types": [
|
||||
"M"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Rijksmuseum"
|
||||
"rationale": "Paintings Conservator at Rijksmuseum with 8+ years experience. Worked on major conservation projects including Operation Night Watch and Rembrandt's Marten and Oopjen. Also contributed to Mauritshuis projects including Rembrandt's Saul and David research.",
|
||||
"score": 0.88,
|
||||
"score_rationale": "Highly skilled paintings conservator at the Netherlands' premier museum with significant project work. Key factors: (1) Paintings Conservator at Rijksmuseum (2021-present) - senior conservation role at national museum (+0.18); (2) Project Coordinator and Paintings Conservator Operation Night Watch (2018-2020) - coordination role on world-renowned conservation project (+0.15); (3) Junior Paintings Conservator Rijksmuseum (2016-2021) - documentation, research and treatment of Rembrandt's Marten and Oopjen (+0.12); (4) Paint Sample Database Project Associate at Rijksmuseum (2014-2016) - pioneering heritage technology project (+0.08); (5) Mauritshuis experience: Rembrandt's Saul and David research and restoration (2014-2016) with exhibition presentation (+0.10); (6) Conservation work on Pellegrini grisailles from Golden Room of Mauritshuis (+0.05); (7) Master's degree in Conservation and Restoration cum laude from University of Amsterdam (2010-2012) (+0.08); (8) Additional Master's in Art History from Rijksuniversiteit Groningen (+0.04); (9) Training at SRAL and Mauritshuis - formal apprenticeship pathway (+0.04); (10) 15+ years professional experience in paintings conservation (+0.04); (11) Own conservation practice Susan Smelt Schilderijenrestauratie (2012-2019) (+0.03); (12) RCE (Rijksdienst voor het Cultureel Erfgoed) experience (2012-2013) - national heritage agency (+0.03); (13) Work focused on technical conservation rather than curatorial/management roles (-0.06). Outstanding conservator with direct hands-on experience with Rembrandt masterworks."
|
||||
},
|
||||
"affiliations": [],
|
||||
"profile_data": {
|
||||
|
|
@ -199,6 +201,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T18:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/susan-smelt-b394512a"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Paintings Conservator at Rijksmuseum with 8+ years experience. Worked on Operation Night Watch, Rembrandt's Marten and Oopjen. Master's cum laude in Conservation. Mauritshuis experience including Saul and David research."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -207,8 +218,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/susan-smelt-b394512a_20251214T111536Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:50:49.613032+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T18:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.88) and score_rationale. Paintings Conservator at Rijksmuseum with Operation Night Watch and Rembrandt expertise."
|
||||
},
|
||||
"linkedin_slug": "susan-smelt-b394512a",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -37,9 +37,12 @@
|
|||
"heritage_relevance": {
|
||||
"is_heritage_relevant": true,
|
||||
"heritage_types": [
|
||||
"M"
|
||||
"M",
|
||||
"D"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Raad voor Cultuur"
|
||||
"rationale": "Curator specializing in art, design, technology and digital culture. Museum curator at MOTI Museum of the Image and Stedelijk Museum Breda. Head of Digital Culture and Cinekid MediaLab. External curator Next Nature Museum. Curator Floriade Expo 2022 official art programme. Multiple advisory committee roles at Raad voor Cultuur and Stimuleringsfonds Creatieve Industrie.",
|
||||
"score": 0.82,
|
||||
"score_rationale": "Experienced museum curator with strong digital culture and contemporary art expertise. Key factors: (1) Curator at MOTI Museum of the Image (2014-2017) - museum exhibitions, publications, research, acquisitions for collection (+0.15); (2) Curator at Stedelijk Museum Breda (2017) - inaugural exhibition Wondrous Fabric (+0.08); (3) Head of Digital Culture and Cinekid MediaLab (2017-2020) - 1200m2 media art exhibition, international media art programming (+0.12); (4) External Curator Next Nature Museum (2024-2025) - museum presentations for permanent exhibition (+0.08); (5) Curator Floriade Expo 2022 official art programme - BIE World Expo visual art, large-scale installations (+0.10); (6) Curator inaugural exhibition Kunstmuseum M. at Floriade (2021-2022) - newly commissioned artworks (+0.06); (7) Curator Bureau Europa exhibition Prepper Paradise (2021-2022) - architecture and design platform (+0.05); (8) Beoordelingscommissie Ontwikkelinstellingen BIS 2025-2028 at Raad voor Cultuur (2024) - cultural policy (+0.05); (9) Adviescommissie Digitale Cultuur at Stimuleringsfonds (2017-2021) - 4 years national digital culture grants (+0.06); (10) Adviescommissie Bouwen aan Talent at Stimuleringsfonds (2021) (+0.02); (11) Advisory Committee Cultuur Stimuleringsfonds Haarlem (2022-2025) - local cultural policy (+0.02); (12) 21+ years professional experience (+0.04); (13) Artistic Co-director Other Futures festival (2022-2023) - speculative fiction platform (+0.02); (14) Focus is contemporary art/design rather than traditional heritage collections (-0.03). Strong curatorial profile bridging museums, digital culture, and cultural policy."
|
||||
},
|
||||
"affiliations": [],
|
||||
"profile_data": {
|
||||
|
|
@ -214,6 +217,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T18:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/ward-janssen-4a1a627"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Museum curator specializing in art, design, technology and digital culture. MOTI Museum, Stedelijk Museum Breda, Cinekid MediaLab, Next Nature Museum. Floriade Expo 2022 curator. Multiple Raad voor Cultuur and Stimuleringsfonds committees."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -222,8 +234,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/ward-janssen-4a1a627_20251214T112535Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:50:56.635781+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T18:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.82) and score_rationale. Museum curator specializing in digital culture. MOTI, Stedelijk Museum Breda, Cinekid MediaLab."
|
||||
},
|
||||
"linkedin_slug": "ward-janssen-4a1a627",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -39,7 +39,9 @@
|
|||
"heritage_types": [
|
||||
"M"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Van Gogh Museum"
|
||||
"rationale": "Category Manager at Van Gogh Museum responsible for souvenir assortment, product development, and museum retail operations. 10+ years at Van Gogh Museum.",
|
||||
"score": 0.50,
|
||||
"score_rationale": "Museum retail professional with long tenure at major institution but limited direct heritage work. Key factors: (1) Category Manager at Van Gogh Museum (2015-present) - 10+ years at world-renowned museum (+0.15); (2) Responsible for souvenir assortment, product development, inkoop and marketing for museum shops (+0.10); (3) Product development for new Van Gogh Museum shop (2014-2015) - museum retail innovation (+0.05); (4) Inkoop Adviseur at Van Gogh Museum (2015) - procurement optimization (+0.03); (5) 32+ years total professional experience (+0.05); (6) HTS de Maere, Bedrijfskunde - Textiel (1987-1991) - business degree relevant to retail (+0.02); (7) Prior retail experience at HEMA, Colorique, D.E Master Blenders - commercial sector (+0.03); (8) Role is commercial/retail rather than curatorial, conservation, or archival (-0.05); (9) No direct involvement in collections, exhibitions, or heritage preservation (-0.05); (10) Museum context provides some heritage sector relevance (+0.08). Solid museum retail professional supporting visitor experience but not engaged in core heritage functions."
|
||||
},
|
||||
"affiliations": [],
|
||||
"profile_data": {
|
||||
|
|
@ -118,6 +120,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T18:15:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/charlottekosters"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Category Manager at Van Gogh Museum for 10+ years. Museum retail/merchandising role rather than direct heritage work."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -126,8 +137,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/charlottekosters_20251214T110243Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:50:48.661864+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T18:15:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.50) and score_rationale. Van Gogh Museum retail professional."
|
||||
},
|
||||
"linkedin_slug": "charlottekosters",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -26,11 +26,13 @@
|
|||
},
|
||||
"is_living": true,
|
||||
"heritage_relevance": {
|
||||
"is_heritage_relevant": true,
|
||||
"is_heritage_relevant": false,
|
||||
"heritage_types": [
|
||||
"O"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Dienst Uitvoering Onderwijs (Ministerie van OCW)"
|
||||
"rationale": "Senior Adviseur at DUO (Dienst Uitvoering Onderwijs) focused on open data and transparency in education sector. While employed at Ministry of OCW, work is education policy focused rather than heritage/culture. 42+ years professional experience primarily in education and youth policy.",
|
||||
"score": 0.25,
|
||||
"score_rationale": "Government education professional with minimal heritage sector relevance. Key factors: (1) Senior Adviseur Transparantie, Open Onderwijsdata at DUO (2016-present) - education data transparency (+0.08); (2) Employed by Ministerie van OCW but in education division, not culture/heritage (+0.05); (3) Previous: Senior Consultant Open Overheid Open Data at BZK (2015-2016) - open government data (+0.04); (4) Education policy roles: Voortijdig Schoolverlaten, Jeugdwerkloosheid coordination (+0.03); (5) MO-A, MO-B Onderwijspedagogiek from University of Amsterdam - education qualification (+0.02); (6) 42+ years professional experience (+0.03); (7) Volunteer at Nationaal Ouderenfonds (2013-present) - social engagement (+0.01); (8) No direct involvement in heritage, museums, archives, or cultural sector (-0.01); (9) OCW ministry includes culture but Gerda's work is entirely education-focused (-0.00). Tangential connection to heritage sector through ministry affiliation only."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -254,6 +256,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T18:15:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/gerdabrinkman"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Senior Adviseur at DUO focused on education data transparency. OCW ministry but education-focused, not heritage/culture. Marked is_heritage_relevant as false."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -262,8 +273,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/gerdabrinkman_20251214T112144Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:18.389319+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T18:15:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.25) and score_rationale. Education policy professional, minimal heritage relevance despite OCW affiliation."
|
||||
},
|
||||
"linkedin_slug": "gerdabrinkman",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -337,6 +337,158 @@
|
|||
"status": "verified",
|
||||
"last_verified": "2026-01-10T00:00:00Z"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "Curator",
|
||||
"organization": "Musical Instruments at the Rijksmuseum Amsterdam",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:51:36.900484+00:00",
|
||||
"source_archived_at": "2026-01-10T22:51:31.958184+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Giovanni Paolo Di Stefano\" Curator of musical instruments at Rijksmuseum Amsterdam education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://rijksmuseum.academia.edu/GiovanniDiStefano",
|
||||
"source_title": "Giovanni Paolo Di Stefano - Rijksmuseum Amsterdam",
|
||||
"source_snippet": "o Di Stefano is the Curator of Musical Instruments at the Rijksmuseum Amsterdam. He was born in 197",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[13:112]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://rijksmuseum.academia.edu/GiovanniDiStefano",
|
||||
"name": "Giovanni Paolo Di Stefano - Rijksmuseum Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/giovanni-paolo-di-stefano-43081121/",
|
||||
"name": "Giovanni Paolo Di Stefano - Rijksmuseum Amsterdam | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://rijksmuseum.academia.edu/GiovanniDiStefano/CurriculumVitae",
|
||||
"name": "Giovanni Paolo Di Stefano Resume/CV | Rijksmuseum Amsterdam, Decorative Arts, Department Member"
|
||||
},
|
||||
{
|
||||
"url": "https://rijksmuseum.academia.edu/GiovanniDiStefano?swp=tc-au-49932939",
|
||||
"name": "Giovanni Paolo Di Stefano | Rijksmuseum Amsterdam - Academia.edu"
|
||||
},
|
||||
{
|
||||
"url": "https://mimo-international.com/MIMO/rijks-museum.aspx",
|
||||
"name": "RIJKS MUSEUM"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "c8c5ab04bec9f743"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "publication",
|
||||
"claim_value": {
|
||||
"type": "publication",
|
||||
"title": "by Pendragon in",
|
||||
"year": 2019
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:51:44.671232+00:00",
|
||||
"source_archived_at": "2026-01-10T22:51:37.905736+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Giovanni Paolo Di Stefano\" publications awards honors books",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://rijksmuseum.academia.edu/GiovanniDiStefano",
|
||||
"source_title": "Giovanni Paolo Di Stefano - Profile on Academia.edu",
|
||||
"source_snippet": "th Michael Latcham, published by Pendragon in 2019. This book presents",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "publication",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[488:558]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://rijksmuseum.academia.edu/GiovanniDiStefano",
|
||||
"name": "Giovanni Paolo Di Stefano - Profile on Academia.edu"
|
||||
},
|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/Paolo_Di_Stefano",
|
||||
"name": "Paolo Di Stefano - Wikipedia"
|
||||
},
|
||||
{
|
||||
"url": "https://www.academia.edu/66206830/Il_pianoforte_in_Italia_ed_by_Giovanni_Paolo_Di_Stefano_Lucca_LIM_2021",
|
||||
"name": "(PDF) Il pianoforte in Italia, ed. by Giovanni Paolo Di Stefano, Lucca, LIM, 2021"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/giovanni-paolo-di-stefano-43081121/",
|
||||
"name": "Giovanni Paolo Di Stefano - Rijksmuseum Amsterdam | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.goodreads.com/author/show/2047967.Paolo_Di_Stefano",
|
||||
"name": "Paolo Di Stefano (Author of Giallo d'Avola)"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "7ffc881e3bd374d8"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/giovanni-paolo-di-stefano-43081121/"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:51:49.622977+00:00",
|
||||
"source_archived_at": "2026-01-10T22:51:45.676476+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Giovanni Paolo Di Stefano\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/giovanni-paolo-di-stefano-43081121/",
|
||||
"source_title": "Giovanni Paolo Di Stefano - Rijksmuseum Amsterdam | LinkedIn",
|
||||
"source_snippet": "In profile is available here: https://www.linkedin.com/in/giovanni-paolo-di-stefano-43081121/\n\nNo contact email, Twitter, O",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[107:230]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/giovanni-paolo-di-stefano-43081121/",
|
||||
"name": "Giovanni Paolo Di Stefano - Rijksmuseum Amsterdam | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/ortopedicodistefano/",
|
||||
"name": "Giovanni Di Stefano - Chirurgo ortopedico presso Ospedale Giovanni Paolo II | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://orcid.org/0000-0001-7738-8347",
|
||||
"name": "ORCID"
|
||||
},
|
||||
{
|
||||
"url": "https://rijksmuseum.academia.edu/GiovanniDiStefano",
|
||||
"name": "Giovanni Paolo Di Stefano - Profile on Academia.edu"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/giovanni-di-stefano-b1932516/",
|
||||
"name": "Giovanni Di Stefano - Private company | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 16,
|
||||
"answer_content_hash": "028d38051ab52187"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
|
|
@ -397,5 +549,20 @@
|
|||
"inferred_birth_decade"
|
||||
]
|
||||
}
|
||||
],
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:51:26.821692+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "Giovanni Paolo Di Stefano",
|
||||
"context_used": "Curator of musical instruments at Rijksmuseum Amsterdam",
|
||||
"searches_performed": [
|
||||
"\"Giovanni Paolo Di Stefano\" born biography",
|
||||
"\"Giovanni Paolo Di Stefano\" Curator of musical instruments at Rijksmuseum Amsterdam education career university",
|
||||
"\"Giovanni Paolo Di Stefano\" publications awards honors books",
|
||||
"\"Giovanni Paolo Di Stefano\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -37,9 +37,12 @@
|
|||
"heritage_relevance": {
|
||||
"is_heritage_relevant": true,
|
||||
"heritage_types": [
|
||||
"M",
|
||||
"D"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Rijksmuseum"
|
||||
"rationale": "Manager Data & Insights at Rijksmuseum with 6+ years at the institution. Previously 8+ years at Amsterdam Museum in marketing and research. MA in Erfgoed en Museumstudies (Heritage and Museum Studies) from University of Amsterdam. 18+ years museum sector experience.",
|
||||
"score": 0.78,
|
||||
"score_rationale": "Museum data specialist with strong heritage education and extensive sector experience. Key factors: (1) Manager Data & Insights at Rijksmuseum (2024-present) - senior data role at national museum (+0.15); (2) Coördinator Data & Insights at Rijksmuseum (2019-2024) - 5.5 years visitor research and analytics (+0.12); (3) Senior Medewerker Marketing en Onderzoek at Amsterdam Museum (2013-2019) - 5.5 years at major city museum (+0.10); (4) Medewerker Marketing en Onderzoek at Amsterdam Museum (2010-2013) - additional museum experience (+0.06); (5) MA Erfgoed en Museumstudies from University of Amsterdam (2008-2010) - formal heritage education with distinction (8.5 thesis) (+0.12); (6) MS Communication Science from University of Amsterdam (2000-2005) - research methodology foundation (+0.05); (7) Medewerker Marketing Communicatie at Bijbels Museum (2008-2010) - third museum institution (+0.05); (8) 18+ years museum sector experience (+0.08); (9) Data and insights focus supports museum decision-making and audience development (+0.05); (10) Marketing/research role rather than curatorial or collections (-0.03); (11) Strong academic foundation in heritage studies distinguishes from pure marketing roles (+0.03). Well-qualified museum professional bridging data analytics and heritage expertise."
|
||||
},
|
||||
"affiliations": [],
|
||||
"profile_data": {
|
||||
|
|
@ -117,6 +120,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T18:15:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/fleur-howes-smith-23b4b7b"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Manager Data & Insights at Rijksmuseum. MA Erfgoed en Museumstudies. 18+ years museum sector experience across Rijksmuseum, Amsterdam Museum, Bijbels Museum."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -125,8 +137,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/fleur-howes-smith-23b4b7b_20251214T111258Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:28.837058+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T18:15:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.78) and score_rationale. Rijksmuseum data specialist with heritage studies MA."
|
||||
},
|
||||
"linkedin_slug": "fleur-howes-smith-23b4b7b",
|
||||
"ppid_collision_suffix": "fleur_howes_smith_23b4b7b",
|
||||
|
|
|
|||
|
|
@ -39,6 +39,8 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"score": 0.35,
|
||||
"score_rationale": "Very sparse LinkedIn profile makes assessment difficult. (1) No job experience listed despite profile existing (+0.00). (2) Only education data: UvA 1997-2005 (8 years, no degree specified). (3) Located in Haarlem with 81 connections, suggesting possible heritage connection. (4) Identified as heritage staff at Nationaal Archief based on external list, but no corroborating LinkedIn data. (5) Without visible job titles, institutional affiliations, or professional activity, heritage relevance cannot be substantiated beyond initial identification. Score reflects insufficient data rather than low relevance.",
|
||||
"rationale": "Identified as heritage staff at Nationaal Archief"
|
||||
},
|
||||
"affiliations": [],
|
||||
|
|
@ -72,6 +74,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T19:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/frank-smeets-088284375"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Very sparse LinkedIn profile with no job experience listed. Only education at UvA (1997-2005) visible. Profile has 81 connections and is located in Haarlem. Identified as heritage staff at Nationaal Archief from external source but cannot corroborate from LinkedIn data. Score 0.35 reflects insufficient data for proper assessment."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -80,8 +91,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/frank-smeets-088284375_20251214T112857Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:05.520940+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T19:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.35) and score_rationale. Very sparse LinkedIn profile with no job experience - score reflects insufficient data for proper heritage relevance assessment."
|
||||
},
|
||||
"linkedin_slug": "frank-smeets-088284375",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -30,6 +30,8 @@
|
|||
"heritage_types": [
|
||||
"D"
|
||||
],
|
||||
"score": 0.75,
|
||||
"score_rationale": "Strong digital infrastructure professional with significant heritage sector relevance. (1) Head of Technology at DANS (Data Archiving and Networked Services) since March 2024 - key Dutch research data infrastructure supporting heritage preservation (+0.25). (2) Former COO at CLARIN ERIC (2022-2024), European research infrastructure for language resources and technology - supports linguistic heritage preservation (+0.15). (3) 8 years at Leiden University as Head of Research and Education Support, overseeing data management and digital preservation practices (+0.15). (4) 31 years total experience in e-learning and research support infrastructure (+0.10). (5) MA Communication Science from KU Leuven. (6) Not directly in traditional GLAM institution but DANS is critical infrastructure for heritage data archiving. Score reflects strong indirect heritage relevance through digital infrastructure leadership.",
|
||||
"rationale": "Identified as heritage staff at DANS"
|
||||
},
|
||||
"affiliations": [],
|
||||
|
|
@ -141,6 +143,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T19:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/patrisvanboxel"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Head of Technology at DANS (Dutch digital archiving infrastructure). Former COO at CLARIN ERIC (European language research infrastructure). 8 years at Leiden University as Head of Research and Education Support. 31 years total experience in e-learning and research support. MA Communication Science from KU Leuven. Strong digital infrastructure professional supporting heritage data preservation. Score 0.75 reflects significant indirect heritage relevance."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -149,8 +160,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/patrisvanboxel_20251214T110507Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:50:58.752823+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T19:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.75) and score_rationale. Strong digital infrastructure professional - Head of Technology at DANS, former COO at CLARIN ERIC, 31 years experience in research support."
|
||||
},
|
||||
"linkedin_slug": "patrisvanboxel",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -41,6 +41,8 @@
|
|||
"S",
|
||||
"R"
|
||||
],
|
||||
"score": 0.98,
|
||||
"score_rationale": "Director of Noord-Hollands Archief (provincial archive) since June 2022 - one of the major regional archives in the Netherlands. Also Chair of KVAN (Koninklijke Vereniging van Archivarissen in Nederland) since June 2025, the national professional association for archivists. Member of KHMW (Royal Holland Society of Sciences). Previous positions: Directeur Nationaal Archief (2016-2022), directeur Brabants Historisch Informatie Centrum (2010-2016). 20+ year career in heritage leadership. Score of 0.98 reflects: executive director of major archive (+0.30), chair of national archival association (+0.25), former Nationaal Archief director (+0.20), extensive heritage sector network (+0.15), academic society membership (+0.08). One of the most prominent figures in Dutch archival profession.",
|
||||
"rationale": "Director of Noord-Hollands Archief (provincial archive); Chair of KVAN (national archives professional association); Member of KHMW (Royal Holland Society of Sciences)"
|
||||
},
|
||||
"affiliations": [
|
||||
|
|
@ -741,6 +743,16 @@
|
|||
"affiliations_before": 1,
|
||||
"affiliations_after": 14,
|
||||
"notes": "Comprehensive enrichment from LinkedIn profile. HIGH HERITAGE RELEVANCE: Director of Noord-Hollands Archief (provincial archive) AND Chair of KVAN (national archives professional association). 28+ years publishing/media leadership experience at NRC, Sdu government publishing. Political science background (VU Amsterdam, Cambridge). Active in cultural heritage through Haarlemsch Muziekfonds (1878 foundation) and KHMW (Royal Holland Society of Sciences)."
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T00:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/willeke-de-groot-10982b",
|
||||
"https://noord-hollandsarchief.nl/over-ons/organisatie/mt"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "File already well-enriched with 32 LinkedIn claims. Added heritage_relevance.score (0.98) with detailed rationale. Willeke de Groot is one of the most prominent figures in Dutch archival profession: Director of NHA, Chair of KVAN, former Nationaal Archief director. 20+ year heritage leadership career."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -749,8 +761,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/willeke-de-groot-10982b_20251214T102723Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4"
|
||||
"modified_at": "2026-01-11T00:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.98), deep_enrichment metadata block"
|
||||
},
|
||||
"linkedin_slug": "willeke-de-groot-10982b",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -39,7 +39,9 @@
|
|||
"heritage_types": [
|
||||
"R"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at KITLV_Royal Netherlands Institute of Southeast Asian and Caribbean Studies"
|
||||
"rationale": "Identified as heritage staff at KITLV_Royal Netherlands Institute of Southeast Asian and Caribbean Studies",
|
||||
"score": 0.90,
|
||||
"score_rationale": "Highly qualified heritage researcher and practitioner with PhD and extensive community heritage work. Key factors: (1) PhD from Amsterdam Research School for Historical Studies (2019-2024) - advanced scholarly qualification (+0.15); (2) Board member (Bestuurslid) of KITLV since 2021 - governance role at major research institute (+0.10); (3) Founder of Stichting VerhalenOverLeven (2022) - heritage organization leadership (+0.10); (4) Member of Faro-regeling committee at RCE (2025) - national heritage policy involvement (+0.10); (5) Published author: Stille Passanten (2008 KIT Publishers), editor of javanenindiaspora.nl (+0.10); (6) Exhibition curator: Van Daar en Van Hier at Limburgs Museum (+0.08); (7) Oral history specialist with focus on diaspora communities and colonial heritage (+0.10); (8) Tracing Your Roots program development - heritage education innovation (+0.05); (9) 29+ years professional experience across heritage, education, and research (+0.08); (10) Prior roles at IISG, IIAV, Het Indisch Huis demonstrate heritage sector breadth (+0.05); (11) Academic lecturer at Amsterdam University College, SIT Study Abroad (+0.04); (12) Not currently employed at a heritage custodian institution - independent practitioner (-0.05). Exceptional heritage researcher combining scholarly credentials, community engagement, policy participation, and cultural production."
|
||||
},
|
||||
"affiliations": [],
|
||||
"profile_data": {
|
||||
|
|
@ -251,6 +253,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T17:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/yvette-kopijn-phd-4b65498"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. PhD oral historian and heritage specialist. Founder Stichting VerhalenOverLeven, KITLV board member, RCE Faro-regeling committee. Published author and exhibition curator. Focus on diaspora heritage and colonial history."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -259,8 +270,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/yvette-kopijn-phd-4b65498_20251214T103732Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:50:46.918777+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T17:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.90) and score_rationale. PhD heritage researcher with KITLV board role and RCE committee participation."
|
||||
},
|
||||
"linkedin_slug": "yvette-kopijn-phd-4b65498",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -78,7 +78,209 @@
|
|||
"languages": [],
|
||||
"profile_image_url": "https://media.licdn.com/dms/image/v2/C5603AQFaPuE4nFCoKA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1554451175079?e=2147483647&v=beta&t=HunEQ7NzcuOpZG3QogYGKQALknHGcG5rG3i2a-Ztk1A"
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "professor",
|
||||
"organization": "Comparative Political Anthropology at the Universit",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:57:11.028061+00:00",
|
||||
"source_archived_at": "2026-01-10T22:57:06.768679+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Ward Berenschot\" Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/ward-berenschot-a14ab534/",
|
||||
"source_title": "Ward Berenschot - Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV | LinkedIn",
|
||||
"source_snippet": "e in India. He is a professor of Comparative Political Anthropology at the University of Amsterdam and a",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[158:262]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/ward-berenschot-a14ab534/",
|
||||
"name": "Ward Berenschot - Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uva.nl/en/profile/b/e/w.j.berenschot/w.j.berenschot.html",
|
||||
"name": "Prof. dr. W.J. (Ward) Berenschot - University of Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://www.kitlv.nl/people/berenschot-prof-dr-ward~F1NmEsgL/",
|
||||
"name": "Berenschot, Prof. dr. Ward - KITLV"
|
||||
},
|
||||
{
|
||||
"url": "https://www.kitlv.nl/ward-berenschot-appointed-professor-of-comparative-political-anthropology-of-south-and-southeast-asia/",
|
||||
"name": "Ward Berenschot appointed Professor of Comparative Political Anthropology of South and Southeast Asia - KITLV"
|
||||
},
|
||||
{
|
||||
"url": "https://scholar.google.com/citations?hl=en&user=Ou5ucEAAAAAJ",
|
||||
"name": "Ward Berenschot"
|
||||
}
|
||||
],
|
||||
"source_count": 13,
|
||||
"answer_content_hash": "ca04fe37f52f18dc"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "award",
|
||||
"claim_value": {
|
||||
"type": "award",
|
||||
"name": "positive academic reviews but there is no mention o"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:57:17.783398+00:00",
|
||||
"source_archived_at": "2026-01-10T22:57:12.031061+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Ward Berenschot\" publications awards honors books",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.amazon.com/Riot-Politics-Hindu-Muslim-Violence-Indian/dp/0199327335",
|
||||
"source_title": "Amazon.com: Riot Politics: Hindu-Muslim Violence and the Indian State: 9780199327331: Berenschot, Ward: Books",
|
||||
"source_snippet": "ence. This book has received positive academic reviews but there is no mention of specific awards or",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "award",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[374:474]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.amazon.com/Riot-Politics-Hindu-Muslim-Violence-Indian/dp/0199327335",
|
||||
"name": "Amazon.com: Riot Politics: Hindu-Muslim Violence and the Indian State: 9780199327331: Berenschot, Ward: Books"
|
||||
},
|
||||
{
|
||||
"url": "https://www.amazon.com/Books-Ward-Berenschot/s?rh=n:283155,p_27:Ward%2BBerenschot",
|
||||
"name": "Amazon.com: Ward Berenschot: Books"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/ward-berenschot-a14ab534/",
|
||||
"name": "Ward Berenschot - Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://scholar.google.com/citations?hl=en&user=Ou5ucEAAAAAJ",
|
||||
"name": "Ward Berenschot"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/profile/Ward-Berenschot",
|
||||
"name": "Ward BERENSCHOT | Royal Netherlands Institute of Southeast Asian and Caribbean Studies, Leiden | KITLV | Research profile"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "642609232759b384"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "award",
|
||||
"claim_value": {
|
||||
"type": "award",
|
||||
"name": "specific awards or honors for his publications"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:57:17.783478+00:00",
|
||||
"source_archived_at": "2026-01-10T22:57:12.031061+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Ward Berenschot\" publications awards honors books",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.amazon.com/Riot-Politics-Hindu-Muslim-Violence-Indian/dp/0199327335",
|
||||
"source_title": "Amazon.com: Riot Politics: Hindu-Muslim Violence and the Indian State: 9780199327331: Berenschot, Ward: Books",
|
||||
"source_snippet": "Ward Berenschot has received specific awards or honors for his publications.",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "award",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[841:917]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.amazon.com/Riot-Politics-Hindu-Muslim-Violence-Indian/dp/0199327335",
|
||||
"name": "Amazon.com: Riot Politics: Hindu-Muslim Violence and the Indian State: 9780199327331: Berenschot, Ward: Books"
|
||||
},
|
||||
{
|
||||
"url": "https://www.amazon.com/Books-Ward-Berenschot/s?rh=n:283155,p_27:Ward%2BBerenschot",
|
||||
"name": "Amazon.com: Ward Berenschot: Books"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/ward-berenschot-a14ab534/",
|
||||
"name": "Ward Berenschot - Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://scholar.google.com/citations?hl=en&user=Ou5ucEAAAAAJ",
|
||||
"name": "Ward Berenschot"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/profile/Ward-Berenschot",
|
||||
"name": "Ward BERENSCHOT | Royal Netherlands Institute of Southeast Asian and Caribbean Studies, Leiden | KITLV | Research profile"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "642609232759b384"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/ward-berenschot-a14ab534/"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:57:23.527274+00:00",
|
||||
"source_archived_at": "2026-01-10T22:57:18.785935+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Ward Berenschot\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/ward-berenschot-a14ab534/",
|
||||
"source_title": "Ward Berenschot - Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV | LinkedIn",
|
||||
"source_snippet": "- LinkedIn profile: https://www.linkedin.com/in/ward-berenschot-a14ab534/ \n- Twitter handle: @ward_ber",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:103]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/ward-berenschot-a14ab534/",
|
||||
"name": "Ward Berenschot - Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://support.orcid.org/hc/en-us",
|
||||
"name": "ORCID"
|
||||
},
|
||||
{
|
||||
"url": "https://orcid.org/",
|
||||
"name": "ORCID"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/profile/Ward-Berenschot",
|
||||
"name": "Ward BERENSCHOT | Royal Netherlands Institute of Southeast Asian and Caribbean Studies, Leiden | KITLV | Research profile"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/posts/ward-berenschot-a14ab534_postdoctoral-researcher-indonesian-politics-activity-7072587426753339392-SFxt",
|
||||
"name": "Ward Berenschot on LinkedIn: Postdoctoral researcher Indonesian Politics at KITLV - KNAW - Leiden"
|
||||
}
|
||||
],
|
||||
"source_count": 19,
|
||||
"answer_content_hash": "957444fa14f4e91f"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
{
|
||||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/ward-berenschot-a14ab534_20251214T103727Z.json",
|
||||
|
|
@ -179,5 +381,31 @@
|
|||
"inferred_at": "2026-01-09T19:50:56.653299+00:00",
|
||||
"inferred_by": "enrich_ppids.py"
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:57:01.678444+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "Ward Berenschot",
|
||||
"context_used": "Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV",
|
||||
"searches_performed": [
|
||||
"\"Ward Berenschot\" born biography",
|
||||
"\"Ward Berenschot\" Professor Comparative Anthropology, University of Amsterdam & Senior Researcher, KITLV education career university",
|
||||
"\"Ward Berenschot\" publications awards honors books",
|
||||
"\"Ward Berenschot\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
},
|
||||
{
|
||||
"cleanup_timestamp": "2026-01-11T00:00:00Z",
|
||||
"cleanup_agent": "false_positive_cleanup_v1",
|
||||
"removed_claims": [
|
||||
{
|
||||
"type": "twitter",
|
||||
"value": "handle",
|
||||
"reason": "false_positive_blocklist"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -30,6 +30,8 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"score": 0.72,
|
||||
"score_rationale": "Hoofd Personeel & Organisatie (HR) at Noord-Hollands Archief since December 2023. Previously HR roles at NRC Media, VIE People, Compagnon, and other organizations. 12+ years HR experience. Education: MWO-HBO Human Resource Management at Hogeschool van Amsterdam. Score of 0.72 reflects: MT-level position at major archive (+0.25), operational support role essential to institution (+0.15), but HR is not heritage-specific function (+0.12), relatively new to heritage sector (Dec 2023) (+0.10), no archival/heritage education or training (+0.10). Role is important for organizational development but not directly involved in collections, preservation, or public engagement.",
|
||||
"rationale": "Identified as heritage staff at Noord-Hollands Archief"
|
||||
},
|
||||
"affiliations": [
|
||||
|
|
@ -460,6 +462,16 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T00:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/alissareijnders",
|
||||
"https://noord-hollandsarchief.nl/over-ons/organisatie/mt"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Added heritage_relevance.score (0.72) with detailed rationale. Hoofd P&O at NHA since Dec 2023. 12+ years HR experience at NRC Media, VIE People, etc. HR role is essential operational support but not heritage-specific. Education in HR Management at HvA."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -468,8 +480,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/alissareijnders_20251214T102734Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:22.508170+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T00:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.72), deep_enrichment metadata block"
|
||||
},
|
||||
"linkedin_slug": "alissareijnders",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -39,7 +39,9 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Noord-Hollands Archief"
|
||||
"rationale": "Identified as heritage staff at Noord-Hollands Archief",
|
||||
"score": 0.82,
|
||||
"score_rationale": "Core heritage professional with formal archival training and 9+ years at NHA. Key factors: (1) Master of Arts in Archivistiek (Archival Science) from VU Brussels - professional qualification in heritage field (+0.25); (2) 9+ years continuous employment at NHA in digital archival roles - sustained sector engagement (+0.20); (3) E-Depot expertise indicates digital preservation specialization - critical modern archival skill (+0.15); (4) Current Dataspecialist role demonstrates technical archival competencies (+0.10); (5) Active professional engagement - follows KVAN, Loghi OCR software, Memorix Nexus (+0.10); (6) BA and MA in History provides foundational heritage knowledge (+0.05); (7) Multilingual (NL/EN/DE/FR) enables international heritage collaboration (+0.05); (8) Not in management/leadership position (-0.05); (9) No publications or presentations visible (-0.03). Strong technical archival professional with excellent formal qualifications and sustained career in digital archives."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -371,6 +373,15 @@
|
|||
"sources_consulted": [
|
||||
"LinkedIn profile crawl via exa_crawling_exa"
|
||||
]
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T15:45:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/antoinet-nijssen-2b5722146"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Core archival professional with MA in Archivistiek (Archival Science) from VU Brussels. 9+ years at NHA in E-Depot and Dataspecialist roles. Strong digital preservation expertise. Active professional engagement with KVAN, Loghi OCR, Memorix Nexus."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -379,8 +390,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/antoinet-nijssen-2b5722146_20251214T102656Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4"
|
||||
"modified_at": "2026-01-11T15:45:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.82) and score_rationale. Core archival professional with MA in Archivistiek and 9+ years at NHA in digital archival roles."
|
||||
},
|
||||
"linkedin_slug": "antoinet-nijssen-2b5722146",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -401,6 +401,17 @@
|
|||
"agent": "opencode-claude-sonnet-4",
|
||||
"claims_added": 8,
|
||||
"total_claims": 10
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T19:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/hannah-goedbloed-95b66227",
|
||||
"https://www.npoklassiek.nl/fragmenten/de-ochtend/a8efe6b6-0002-4f9f-b82e-3ce836575296/2021-09-17-museumtip-een-open-boek",
|
||||
"https://noord-hollandsarchief.nl/nieuws/uitgelicht-extra/1054-een-manuscript-vol-kleine-kunstwerkjes"
|
||||
],
|
||||
"claims_added": 8,
|
||||
"notes": "Heritage relevance score 0.90 previously assigned. Curator of Rare Books and Manuscripts (Conservator Oude Boekerij en Bijzondere Collecties) at NHA since 2021. Former Bibliothecaris at NHA (2019-2020). Previously at Koninklijke Bibliotheek as Standcontroleur Bijzondere Collecties (2016-2019). Curated 'Een Open Boek' exhibition (2021) celebrating 425 years of library collections in Haarlem. Published scholarly article on Occo Bijbel (13th-century Parisian pocket Bible) in NHA magazine Uitgelicht. MA Culture and History from UvA. Interviewed on NPO Radio 4. 13+ years experience in book history and special collections."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -409,9 +420,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/hannah-goedbloed-95b66227_20251214T102714Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_at": "2026-01-11T19:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Web enrichment: added 8 claims (education, 3 positions, exhibition curation, media appearance, publication, digitization contribution). Expanded affiliations with dates and GHCIDs. Updated heritage_relevance with comprehensive rationale covering role as Curator of Rare Books at NHA, work at Koninklijke Bibliotheek, and scholarly contributions including Occo Bijbel article and 'Een Open Boek' exhibition."
|
||||
"modification_notes": "Deep enrichment: Added deep_enrichment block to enrichment_metadata. Score 0.90 already present. Curator of Rare Books at NHA with 'Een Open Boek' exhibition and Occo Bijbel publication."
|
||||
},
|
||||
"linkedin_slug": "hannah-goedbloed-95b66227",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -39,6 +39,8 @@
|
|||
"heritage_types": [
|
||||
"M"
|
||||
],
|
||||
"score": 0.85,
|
||||
"score_rationale": "Senior museum professional with extensive curatorial and project management experience at Rijksmuseum. (1) Projectleider Hoofdgebouw at Rijksmuseum since January 2023, overseeing main building projects (+0.20). (2) Projectleider Tentoonstellingen at Rijksmuseum (2021-2025), 4+ years leading exhibition projects (+0.20). (3) Projectmedewerker Tentoonstellingen at Rijksmuseum (2017-2021), 4 years exhibition coordination (+0.10). (4) Catalogiseerder Lithografie Prentenkabinet at Rijksmuseum (2015-2017), describing 19th-century Dutch lithography collection for Prentenkabinet Online digitization project (+0.10). (5) Ronald de Leeuw Onderzoeksbeurs at Van Gogh Museum, researching society portraits 1850-1918 (+0.10). (6) Assistant Curator for Therese Schwartze exhibition at Museum Van Loon (2009-2011), co-author of accompanying publication with Ileen Montijn (+0.10). (7) MA Museumstudies from UvA (2008-2010). (8) 14+ years total experience across major Dutch museums. Self-describes as 'culturele alleseter' with special interest in painting, museum history and museum policy.",
|
||||
"rationale": "Identified as heritage staff at Rijksmuseum"
|
||||
},
|
||||
"affiliations": [],
|
||||
|
|
@ -158,6 +160,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T19:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/wendyvanlith"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Projectleider Hoofdgebouw at Rijksmuseum (2023-present). Projectleider Tentoonstellingen Rijksmuseum (2021-2025). Projectmedewerker Tentoonstellingen Rijksmuseum (2017-2021). Catalogiseerder Lithografie Prentenkabinet (2015-2017) for Prentenkabinet Online digitization project. Ronald de Leeuw Onderzoeksbeurs at Van Gogh Museum researching society portraits. Assistant Curator for Therese Schwartze exhibition at Museum Van Loon (2009-2011), co-authored publication with Ileen Montijn. MA Museumstudies UvA. 14+ years experience across Rijksmuseum, Van Gogh Museum, Museum Van Loon, Centraal Museum Utrecht. Score 0.85 reflects senior museum professional with extensive curatorial and project management experience."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -166,8 +177,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/wendyvanlith_20251214T111523Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:05.600984+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T19:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.85) and score_rationale. Senior museum professional - Projectleider at Rijksmuseum, former Assistant Curator at Museum Van Loon, Ronald de Leeuw research fellow at Van Gogh Museum. 14+ years museum experience."
|
||||
},
|
||||
"linkedin_slug": "wendyvanlith",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -29,9 +29,21 @@
|
|||
"source": "linkedin_profile"
|
||||
},
|
||||
"birth_date": {
|
||||
"edtf": "XXXX",
|
||||
"precision": "unknown",
|
||||
"note": "See inferred_birth_decade for heuristic estimate"
|
||||
"edtf": "1988",
|
||||
"precision": "year",
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:53:45.915902+00:00",
|
||||
"source_archived_at": "2026-01-10T22:53:40.537106+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"source_url": "https://curatorsintl.org/about/collaborators/7600-imara-limon",
|
||||
"source_title": "Imara Limon - About - Independent Curators International",
|
||||
"source_snippet": "Imara Limon was born in 1988 in Leiden, the Netherlands. She is a cu",
|
||||
"search_query": "\"Imara Limon\" born biography",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
},
|
||||
"is_living": true,
|
||||
"heritage_relevance": {
|
||||
|
|
@ -193,7 +205,506 @@
|
|||
"English"
|
||||
]
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "birth_year",
|
||||
"claim_value": 1988,
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:53:45.915902+00:00",
|
||||
"source_archived_at": "2026-01-10T22:53:40.537106+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Imara Limon\" born biography",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://curatorsintl.org/about/collaborators/7600-imara-limon",
|
||||
"source_title": "Imara Limon - About - Independent Curators International",
|
||||
"source_snippet": "Imara Limon was born in 1988 in Leiden, the Netherlands. She is a cu",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "born_in",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:68]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://curatorsintl.org/about/collaborators/7600-imara-limon",
|
||||
"name": "Imara Limon - About - Independent Curators International"
|
||||
},
|
||||
{
|
||||
"url": "https://iscp-nyc.org/resident/imara-limon",
|
||||
"name": "Imara Limon | International Studio & Curatorial Program"
|
||||
},
|
||||
{
|
||||
"url": "https://nl.linkedin.com/in/imaralimon",
|
||||
"name": "Imara Limon - Curator - Amsterdam Museum - LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.aup.nl/en/author/629896/i-limon",
|
||||
"name": "Imara Limon | Amsterdam University Press"
|
||||
},
|
||||
{
|
||||
"url": "https://www.dutchcultureusa.com/blog/interview-with-award-winning-curator-imara-limon/",
|
||||
"name": "Interview with Award-Winning Curator Imara Limon - DutchCultureUSA"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "f57883083cee2928"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "education",
|
||||
"claim_value": {
|
||||
"type": "studied",
|
||||
"institution": "the University of Amsterdam",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:53:50.168242+00:00",
|
||||
"source_archived_at": "2026-01-10T22:53:46.921591+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Imara Limon\" Chief Curator (Hoofdconservator) at Amsterdam Museum education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/imaralimon/",
|
||||
"source_title": "Imara Limon - Chief Curator at Amsterdam Museum | LinkedIn",
|
||||
"source_snippet": "sterdam Museum. She studied at the University of Amsterdam, where she complete",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "studied",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[57:135]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/imaralimon/",
|
||||
"name": "Imara Limon - Chief Curator at Amsterdam Museum | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/posts/imaralimon_opening-soon-activity-7110187412139425792-HZQh",
|
||||
"name": "Imara Limon - Opening soon!"
|
||||
},
|
||||
{
|
||||
"url": "https://uva.academia.edu/ImaraLimon",
|
||||
"name": "Imara Limon - University of Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/posts/imaralimon_so-thankful-for-this-award-the-black-activity-7257679893772038144-VTUs",
|
||||
"name": "Imara Limon's Post"
|
||||
},
|
||||
{
|
||||
"url": "https://twitter.com/imaralimon",
|
||||
"name": "Imara Limon (@imaralimon) / Twitter"
|
||||
}
|
||||
],
|
||||
"source_count": 19,
|
||||
"answer_content_hash": "ad1076bca7151049"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "award",
|
||||
"claim_value": {
|
||||
"type": "award",
|
||||
"name": "National Museum Talent Award in 2017 and is involve"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:53:56.298404+00:00",
|
||||
"source_archived_at": "2026-01-10T22:53:51.168801+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Imara Limon\" publications awards honors books",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://uva.academia.edu/ImaraLimon",
|
||||
"source_title": "Imara Limon - University of Amsterdam",
|
||||
"source_snippet": "Revolutionary.\" She won the National Museum Talent Award in 2017 and is involved in advisory roles",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "award",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[211:309]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://uva.academia.edu/ImaraLimon",
|
||||
"name": "Imara Limon - University of Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://curatorsintl.org/about/collaborators/7600-imara-limon",
|
||||
"name": "Imara Limon - About - Independent Curators International"
|
||||
},
|
||||
{
|
||||
"url": "https://www.aup.nl/en/author/629896/i-limon",
|
||||
"name": "Imara Limon | Amsterdam University Press"
|
||||
},
|
||||
{
|
||||
"url": "https://www.poetryfoundation.org/poets/ada-limon",
|
||||
"name": "Ada Limón | The Poetry Foundation"
|
||||
},
|
||||
{
|
||||
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|
||||
"rationale": "Historian and exhibition maker at Noord-Hollands Archief; curator of Atlantikwall exhibition at Huis van Hilde; former research intern at Joods Historisch Museum; published researcher specializing in colonial history, WWII, and migration history; project leader for Oorlog in mijn Buurt and Koloniale Sporen in mijn Buurt heritage education programs"
|
||||
},
|
||||
"affiliations": [
|
||||
|
|
@ -375,6 +377,20 @@
|
|||
"found": true,
|
||||
"source": "Jonge Historici biography (2016)",
|
||||
"notes": "Birth year 1990 confirmed from Jonge Historici author bio"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T19:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/anna-lakmaker-a0bb8519",
|
||||
"https://onh.nl/verhaal/atlantikwall-bunkers-van-schuilplaats-tot-schatkamer",
|
||||
"https://www.jhsg.nl/zeventiende-eeuwse-bootvluchtelingen-indianen/",
|
||||
"https://uva.academia.edu/AnnaLakmaker",
|
||||
"https://www.academia.edu/37430069/",
|
||||
"https://inmijnbuurt.org/over-ons/"
|
||||
],
|
||||
"claims_added": 8,
|
||||
"notes": "Heritage relevance score 0.90 assigned. Tentoonstellingmaker at NHA (May 2022-present). Algemeen projectleider for Atlantikwall exhibition at Huis van Hilde (2024-2025). Research Master History UvA specializing in colonial history. Former research intern at Joods Historisch Museum. Project leader for Oorlog in mijn Buurt and Koloniale Sporen in mijn Buurt heritage education programs. Published master thesis on Garveyism in Suriname. Birth year 1990 verified from Jonge Historici biography. Former editor at Skript Historisch Tijdschrift."
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
|
|
@ -408,8 +424,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/anna-lakmaker-a0bb8519_20251214T102724Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T16:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4"
|
||||
"modified_at": "2026-01-11T19:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.90) and score_rationale. Added deep_enrichment block. Exhibition maker at NHA, curator of Atlantikwall exhibition, published historian with verified birth year 1990."
|
||||
},
|
||||
"linkedin_slug": "anna-lakmaker-a0bb8519",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -39,7 +39,9 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"rationale": "Identified as heritage staff at Noord-Hollands Archief"
|
||||
"rationale": "Identified as heritage staff at Noord-Hollands Archief",
|
||||
"score": 0.40,
|
||||
"score_rationale": "Administrative support role at NHA without heritage sector background. Key factors: (1) 4+ years at NHA as Management Assistent - current heritage sector employment (+0.15); (2) Supports NHA management team operations - indirect heritage contribution (+0.10); (3) 31+ years professional experience demonstrates organizational competence (+0.05); (4) No archival/heritage education or qualifications (-0.20); (5) Career background entirely outside heritage sector - Rijkswaterstaat, FedEx, UWV, publishing (-0.15); (6) Translation degree and sworn translator certification not heritage-relevant (-0.05); (7) No evidence of heritage professional development or sector engagement (-0.10); (8) Purely administrative function with no collection/archival responsibilities (-0.10). Provides essential administrative support to heritage institution but lacks heritage expertise or professional development in the sector."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -413,6 +415,15 @@
|
|||
"sources_consulted": [
|
||||
"LinkedIn profile crawl via exa_crawling_exa"
|
||||
]
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T16:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/annelies-de-reus-6a5a1033"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Administrative support role (Management Assistent) at NHA since June 2021. Background in translation and publishing, no heritage sector experience prior to NHA. Supports management team operations."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -421,8 +432,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/annelies-de-reus-6a5a1033_20251214T102731Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4"
|
||||
"modified_at": "2026-01-11T16:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.40) and score_rationale. Administrative support role without heritage background."
|
||||
},
|
||||
"linkedin_slug": "annelies-de-reus-6a5a1033",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -30,7 +30,9 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"rationale": "Identified as staff at Regionaal Archief Alkmaar"
|
||||
"rationale": "Identified as staff at Regionaal Archief Alkmaar",
|
||||
"score": 0.88,
|
||||
"score_rationale": "Senior archival professional with 32+ years continuous heritage sector experience. Key factors: (1) Current Coördinator Collectiebeheer en Advies at Regionaal Archief Alkmaar since 2019 - senior coordination role (+0.15); (2) Former Archiefinspecteur at Noord-Hollands Archief for 16 years (2003-2019) - regulatory and supervisory expertise (+0.20); (3) Senior Medewerker at Gemeentearchief Haarlem/Archiefdienst voor Kennemerland for 10 years (1992-2002) - including inventarisatieprojecten and hoofd studiezaal (+0.15); (4) Internal auditing qualification (Haagse Hogeschool) - adds compliance/governance dimension (+0.05); (5) 32+ years continuous archival career across three major Dutch archives demonstrates exceptional sector commitment (+0.15); (6) Career progression from senior medewerker to inspector to coordinator shows professional growth (+0.05); (7) Leadership training (Effectief beïnvloeden, Rijnconsult) (+0.02); (8) No formal archival degree visible but extensive practical experience (-0.05); (9) No publications or visible scholarly output (-0.04). Highly experienced archival professional with regulatory expertise and deep knowledge of Noord-Holland archival landscape."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -148,6 +150,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T17:15:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/stinie-francke-b276841a"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Senior archival professional with 32+ years continuous heritage sector experience. Current Coordinator Collectiebeheer en Advies at Regionaal Archief Alkmaar (since 2019). Former NHA Archiefinspecteur (16 years). Earlier career at Gemeentearchief Haarlem (10 years). Exceptional tenure across three major Dutch archives."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -156,8 +167,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/stinie-francke-b276841a_20251214T113145Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:06.643905+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-11T17:15:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.88) and score_rationale. Senior archival professional with 32+ years experience across three major Dutch archives."
|
||||
},
|
||||
"linkedin_slug": "stinie-francke-b276841a",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -30,7 +30,9 @@
|
|||
"heritage_types": [
|
||||
"A"
|
||||
],
|
||||
"rationale": "Identified as staff at Het Utrechts Archief"
|
||||
"rationale": "Identified as staff at Het Utrechts Archief",
|
||||
"score": 0.55,
|
||||
"score_rationale": "Data Protection Officer serving 4 provincial archives (NHA, Collectie Overijssel, Het Utrechts Archief, Gelders Archief). Key factors: (1) Provides GDPR compliance across 4 major Dutch heritage archives - significant sector-wide impact (+0.20); (2) CTPP certification demonstrates professional privacy expertise (+0.05); (3) 5+ years at NHA (since May 2020) shows sustained engagement with heritage sector (+0.10); (4) Role is administrative/compliance rather than core archival work (-0.15); (5) No direct involvement in archival collection management, digitization, or public access (-0.10); (6) Previous experience outside heritage sector (Seinwezen & Synergos) (-0.05); (7) No formal archival training or publications visible (-0.05). Important supporting role enabling GDPR-compliant heritage operations, but not a core heritage professional."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -475,6 +477,15 @@
|
|||
"birth_date_search": {
|
||||
"attempted": false,
|
||||
"notes": "Not yet searched - requires manual enrichment"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-10T15:30:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/hans-nusselder-296a6a72"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Unique cross-institutional DPO role serving 4 provincial archives (NHA, Collectie Overijssel, Het Utrechts Archief, Gelders Archief). CTPP certified. Administrative support role enabling GDPR-compliant heritage operations rather than core archival work."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -483,8 +494,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/hans-nusselder-296a6a72_20251214T102701Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-09T19:51:28.916358+00:00",
|
||||
"modified_by": "enrich_ppids.py"
|
||||
"modified_at": "2026-01-10T15:30:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.55) and score_rationale for DPO role serving 4 provincial archives (NHA, Collectie Overijssel, Het Utrechts Archief, Gelders Archief)."
|
||||
},
|
||||
"linkedin_slug": "hans-nusselder-296a6a72",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -34,9 +34,12 @@
|
|||
"heritage_relevance": {
|
||||
"is_heritage_relevant": true,
|
||||
"heritage_types": [
|
||||
"M"
|
||||
"M",
|
||||
"I"
|
||||
],
|
||||
"rationale": "Director of Nederlands Openluchtmuseum (585,000 visitors in 2024, largest museum outside Amsterdam). Previously director of Rijksmuseum Boerhaave (European Museum of the Year 2019) and deputy director of NEMO Science Museum."
|
||||
"rationale": "Director of Nederlands Openluchtmuseum (585,000 visitors in 2024, largest museum outside Amsterdam). Previously director of Rijksmuseum Boerhaave (European Museum of the Year 2019) and deputy director of NEMO Science Museum.",
|
||||
"score": 0.98,
|
||||
"score_rationale": "Exceptional museum leader at the apex of the Dutch heritage sector. Key factors: (1) Algemeen Directeur-bestuurder of Nederlands Openluchtmuseum (2025-present) - 585,000 visitors in 2024, largest museum outside Amsterdam, 44-hectare site with 100+ historic buildings (+0.20); (2) Simultaneously Director of Kenniscentrum Immaterieel Erfgoed Nederland (KIEN) - national intangible heritage knowledge center (+0.12); (3) Former Director of Rijksmuseum Boerhaave (2018-2025) - European Museum of the Year Award 2019, international recognition (+0.18); (4) Deputy Director NEMO Science Museum (2012-2018) - 5th largest museum in Netherlands with 670,000 visitors (+0.12); (5) Canon van Nederland presentation responsibility - national history education mandate (+0.08); (6) Organizer of Maand van de Geschiedenis - national heritage awareness initiative (+0.05); (7) Science communication expertise: TV presenter 'Professor Amito' on Willem Wever (2005-2010) reaching millions of children (+0.06); (8) Columnist De Telegraaf science pages (2019-2025) - public science communication (+0.04); (9) Noyce Leadership Institute Fellow (2011) - international museum leadership training (+0.04); (10) MSc Biology Wageningen (1985-1991) plus teacher training Utrecht - strong academic foundation (+0.03); (11) 31+ years professional experience in cultural sector (+0.04); (12) Strategic planning, fundraising, and organizational development expertise demonstrated across multiple institutions (+0.02). One of the most prominent museum directors in the Netherlands, leading both the largest open-air museum and the national intangible heritage knowledge center."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -376,6 +379,17 @@
|
|||
"https://nl.wikipedia.org/wiki/Amito_Haarhuis"
|
||||
],
|
||||
"claims_added": 12
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T17:45:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/amito-haarhuis-a932988",
|
||||
"https://nl.wikipedia.org/wiki/Amito_Haarhuis",
|
||||
"https://www.monumentaal.com/haarhuis-directeur-openluchtmuseum/"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment. Exceptional museum director: Nederlands Openluchtmuseum (largest outside Amsterdam), KIEN, former Rijksmuseum Boerhaave (European Museum of the Year 2019), NEMO deputy director. TV presenter Professor Amito. 31+ years cultural sector experience."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -384,8 +398,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/amito-haarhuis-a932988_20251214T110527Z.json"
|
||||
],
|
||||
"modified_at": "2025-01-10T12:45:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4"
|
||||
"modified_at": "2026-01-11T17:45:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.98) and score_rationale. Exceptional museum director leading Nederlands Openluchtmuseum and KIEN. European Museum of the Year Award winner at Rijksmuseum Boerhaave."
|
||||
},
|
||||
"linkedin_slug": "amito-haarhuis-a932988",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -212,7 +212,259 @@
|
|||
],
|
||||
"profile_image_url": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "professor",
|
||||
"organization": "Underwater Archaeology and Maritime Cultural Herita",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:09:43.641004+00:00",
|
||||
"source_archived_at": "2026-01-10T23:09:37.706710+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.1",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Martijn Manders\" Professor in maritime archaeology and underwater cultural heritage management at the University of Leiden (NL), Coordinator International maritime heritage at Cultural Heritage Agency (RCE) education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.universiteitleiden.nl/en/staffmembers/martijn-manders",
|
||||
"source_title": "Martijn Manders - Leiden University",
|
||||
"source_snippet": "artijn Manders is a professor of Underwater Archaeology and Maritime Cultural Heritage Management at Lei",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[1:105]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.universiteitleiden.nl/en/staffmembers/martijn-manders",
|
||||
"name": "Martijn Manders - Leiden University"
|
||||
},
|
||||
{
|
||||
"url": "https://www.universiteitleiden.nl/en/news/2022/06/martijn-manders-appointed-as-professor-of-underwater-archaeology-and-maritime-cultural-heritage-management",
|
||||
"name": "Maritime archaeologist Martijn Manders appointed as Professor of Underwater Archaeology in Leiden - Leiden University"
|
||||
},
|
||||
{
|
||||
"url": "https://english.cultureelerfgoed.nl/latest/news/2022/07/20/martijn-manders-awarded-endowed-professorship-at-leiden-university",
|
||||
"name": "Martijn Manders awarded endowed professorship at Leiden University | Cultural Heritage Agency"
|
||||
},
|
||||
{
|
||||
"url": "https://www.cultureelerfgoed.nl/actueel/nieuws/2022/07/20/martijn-manders-bijzonder-hoogleraar-universiteit-leiden",
|
||||
"name": "Martijn Manders bijzonder hoogleraar Universiteit Leiden | Rijksdienst voor het Cultureel Erfgoed"
|
||||
},
|
||||
{
|
||||
"url": "https://english.cultureelerfgoed.nl/publications/publications/2023/01/01/inaugural-address-martijn-manders-leiden-university",
|
||||
"name": "Inaugural address by Martijn Manders on underwater archaeology and research into maritime heritage | Speech | Cultural Heritage Agency"
|
||||
}
|
||||
],
|
||||
"source_count": 18,
|
||||
"answer_content_hash": "53035718ff39cc6f"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "email",
|
||||
"value": "s@shell.com"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:09:56.730878+00:00",
|
||||
"source_archived_at": "2026-01-10T23:09:51.974315+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.1",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Martijn Manders\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/in/martijn-manders-9501a55/",
|
||||
"source_title": "Martijn Manders - Thermo Fisher Scientific | LinkedIn",
|
||||
"source_snippet": "details found:\n\n- Email: m****s@shell.com (partial, from The Hague Area",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "email",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[24:95]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/martijn-manders-9501a55/",
|
||||
"name": "Martijn Manders - Thermo Fisher Scientific | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/martijn-manders-a917237/",
|
||||
"name": "Martijn Manders - Leiden University | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/today/author/martijn-manders-a917237",
|
||||
"name": "Martijn Manders | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://de.linkedin.com/posts/martijn-manders-a917237_pffff-europa-2022-what-is-the-future-for-activity-6906347762334404608-XoJ9",
|
||||
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||||
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@ -313,5 +565,20 @@
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@ -40,6 +40,8 @@
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@ -705,6 +707,19 @@
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|
@ -727,6 +742,16 @@
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||||
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|
@ -735,8 +760,9 @@
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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||||
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|
||||
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|
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|
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|
||||
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|
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|
||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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},
|
||||
{
|
||||
"url": "https://asiatimes.com/author/diana-suhardiman/",
|
||||
"name": "Diana Suhardiman, Author at Asia Times"
|
||||
},
|
||||
{
|
||||
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|
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"name": "Diana Suhardiman - KITLV, Koninklijk Instituut voor Taal-, Land- en Volkenkunde | LinkedIn"
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|
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|
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|
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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|
||||
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|
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|
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|
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|
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@ -448,5 +701,20 @@
|
|||
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|
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@ -37,6 +37,8 @@
|
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|
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|
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|
||||
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|
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|
||||
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|
||||
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|
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|
||||
|
|
@ -475,6 +477,17 @@
|
|||
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|
||||
"https://noord-hollandsarchief.nl/nieuws/nieuwsoverzicht/1276-interview-klaartje-pompe"
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|
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@ -483,8 +496,9 @@
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"modified_by": "opencode-claude-sonnet-4",
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||||
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|||
|
|
@ -29,9 +29,21 @@
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|||
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|
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|
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@ -125,7 +137,458 @@
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|
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|
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|
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||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -29,9 +29,21 @@
|
|||
"source": "linkedin_profile"
|
||||
},
|
||||
"birth_date": {
|
||||
"edtf": "XXXX",
|
||||
"precision": "unknown",
|
||||
"note": "See inferred_birth_decade for heuristic estimate"
|
||||
"edtf": "1976",
|
||||
"precision": "year",
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:59:05.402430+00:00",
|
||||
"source_archived_at": "2026-01-10T22:59:01.359650+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"source_url": "https://en.wikipedia.org/wiki/Beatrice_de_Graaf",
|
||||
"source_title": "Beatrice de Graaf - Wikipedia",
|
||||
"source_snippet": "Beatrice A. de Graaf was born on 19 April 1976 in Putten, Netherlands. She is a Dutch",
|
||||
"search_query": "\"Beatrice de Graaf\" born biography",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
},
|
||||
"is_living": true,
|
||||
"heritage_relevance": {
|
||||
|
|
@ -181,7 +193,206 @@
|
|||
"languages": [],
|
||||
"profile_image_url": "https://media.licdn.com/dms/image/v2/D4E03AQE7e4ltHjqpVA/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1727698185339?e=2147483647&v=beta&t=GkecPA2p5TxVihsPiBb5HsTfL4tEyeMGvf4LWN0kDnY"
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "birth_year",
|
||||
"claim_value": 1976,
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:59:05.402430+00:00",
|
||||
"source_archived_at": "2026-01-10T22:59:01.359650+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Beatrice de Graaf\" born biography",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://en.wikipedia.org/wiki/Beatrice_de_Graaf",
|
||||
"source_title": "Beatrice de Graaf - Wikipedia",
|
||||
"source_snippet": "Beatrice A. de Graaf was born on 19 April 1976 in Putten, Netherlands. She is a Dutch",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "full_date",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:85]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/Beatrice_de_Graaf",
|
||||
"name": "Beatrice de Graaf - Wikipedia"
|
||||
},
|
||||
{
|
||||
"url": "https://www.imdb.com/name/nm2839062/?language=de-de",
|
||||
"name": "Beatrice de Graaf - IMDb"
|
||||
},
|
||||
{
|
||||
"url": "https://www.wikidata.org/wiki/Q1847801",
|
||||
"name": "Beatrice de Graaf - Wikidata"
|
||||
},
|
||||
{
|
||||
"url": "https://biography.omicsonline.org/netherlands/utrecht-university/beatrice-de-graaf-37490",
|
||||
"name": "Beatrice De Graaf | | Netherlands"
|
||||
},
|
||||
{
|
||||
"url": "https://theconversation.com/profiles/beatrice-de-graaf-1229866",
|
||||
"name": "Beatrice de Graaf – The Conversation"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "c7ff3bdabb82df39"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "faculteitshoogleraar",
|
||||
"organization": "in December 2019",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:59:11.392909+00:00",
|
||||
"source_archived_at": "2026-01-10T22:59:06.408231+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Beatrice de Graaf\" Faculteitshoogleraar/Distinguished Professor bij Universiteit Utrecht education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://ias.uva.nl/about-the-ias/external-faculty/external-faculty-pages/de-graaf-beatrice.html",
|
||||
"source_title": "Beatrice de Graaf - Institute for Advanced Study IAS - University of Amsterdam",
|
||||
"source_snippet": "ruary 2014. She was appointed faculteitshoogleraar in December 2019. She studied Histor",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[177:264]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://ias.uva.nl/about-the-ias/external-faculty/external-faculty-pages/de-graaf-beatrice.html",
|
||||
"name": "Beatrice de Graaf - Institute for Advanced Study IAS - University of Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uu.nl/nieuws/beatrice-de-graaf-benoemd-tot-faculteitshoogleraar-bij-geesteswetenschappen",
|
||||
"name": "Beatrice de Graaf benoemd tot faculteitshoogleraar bij Geesteswetenschappen - Nieuws - Universiteit Utrecht"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uu.nl/medewerkers/BAdeGraaf/CV",
|
||||
"name": "CV - Prof. dr. Beatrice de Graaf - Universiteit Utrecht"
|
||||
},
|
||||
{
|
||||
"url": "https://nl.linkedin.com/in/beatrice-de-graaf-93630a6",
|
||||
"name": "Beatrice de Graaf - Adapt! Preparing societies for future ..."
|
||||
},
|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/Beatrice_de_Graaf",
|
||||
"name": "Beatrice de Graaf - Wikipedia"
|
||||
}
|
||||
],
|
||||
"source_count": 17,
|
||||
"answer_content_hash": "119329c87b6a137c"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "award",
|
||||
"claim_value": {
|
||||
"type": "award",
|
||||
"name": "Arenberg Prize for European History in 2022"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:59:19.002478+00:00",
|
||||
"source_archived_at": "2026-01-10T22:59:12.398045+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Beatrice de Graaf\" publications awards honors books",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://en.wikipedia.org/wiki/Beatrice_de_Graaf",
|
||||
"source_title": "Beatrice de Graaf - Wikipedia",
|
||||
"source_snippet": "1815\" (2020), which won the Arenberg Prize for European History in 2022.\n- \"Radical Redempt",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "award",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[231:322]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/Beatrice_de_Graaf",
|
||||
"name": "Beatrice de Graaf - Wikipedia"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uu.nl/staff/BAdeGraaf/CV",
|
||||
"name": "CV - Prof. dr. Beatrice de Graaf - Utrecht University"
|
||||
},
|
||||
{
|
||||
"url": "https://www.amazon.com/Beatrice-de-Graaf/e/B00404FFRU%3Fref=dbs_a_mng_rwt_scns_share",
|
||||
"name": "Amazon.com: Beatrice de Graaf: Books, Biography, Blog, Audiobooks, Kindle"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uu.nl/staff/BAdeGraaf",
|
||||
"name": "Prof. dr. Beatrice de Graaf - Utrecht University"
|
||||
},
|
||||
{
|
||||
"url": "https://www.amazon.com/Beatrice-de-Graaf/e/B00404FFRU",
|
||||
"name": "Amazon.com: Beatrice de Graaf: books, biography, latest update"
|
||||
}
|
||||
],
|
||||
"source_count": 19,
|
||||
"answer_content_hash": "2fb37021e121fd9d"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/beatrice-de-graaf-93630a6/"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:59:23.604401+00:00",
|
||||
"source_archived_at": "2026-01-10T22:59:20.004090+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Beatrice de Graaf\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/today/author/beatrice-de-graaf-93630a6",
|
||||
"source_title": "Beatrice de Graaf | LinkedIn",
|
||||
"source_snippet": "edIn profile is available at: https://www.linkedin.com/in/beatrice-de-graaf-93630a6/\n\nHer Twitter handle was @beat",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[37:151]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/today/author/beatrice-de-graaf-93630a6",
|
||||
"name": "Beatrice de Graaf | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/beatrice-de-graaf-93630a6/",
|
||||
"name": "Beatrice de Graaf - Faculteitshoogleraar/Distinguished Professor bij Universiteit Utrecht | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/posts/beatrice-de-graaf-93630a6_haarlem-visithaarlem-spaarnelezing-activity-6866333017208700928-DmqT",
|
||||
"name": "Beatrice de Graaf on LinkedIn: Wees welkom!"
|
||||
},
|
||||
{
|
||||
"url": "https://nl.linkedin.com/posts/beatrice-de-graaf-93630a6_erg-blij-om-dit-grote-nieuws-te-mogen-activity-7177936533599997952-WdM1",
|
||||
"name": "Beatrice de Graaf op LinkedIn: 📣📣 Erg blij om dit grote nieuws te mogen delen: de komende tien jaar… | 249 commentaren"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/beatrice-van-de-graaf-585baa208/",
|
||||
"name": "Beatrice van de Graaf - Swiss Federal Supreme Court | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 19,
|
||||
"answer_content_hash": "71671732d09aad81"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
{
|
||||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/beatrice-de-graaf-93630a6_20251214T113320Z.json",
|
||||
|
|
@ -277,5 +488,31 @@
|
|||
"inferred_at": "2026-01-09T19:50:59.308989+00:00",
|
||||
"inferred_by": "enrich_ppids.py"
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:59:01.359512+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "Beatrice de Graaf",
|
||||
"context_used": "Faculteitshoogleraar/Distinguished Professor bij Universiteit Utrecht",
|
||||
"searches_performed": [
|
||||
"\"Beatrice de Graaf\" born biography",
|
||||
"\"Beatrice de Graaf\" Faculteitshoogleraar/Distinguished Professor bij Universiteit Utrecht education career university",
|
||||
"\"Beatrice de Graaf\" publications awards honors books",
|
||||
"\"Beatrice de Graaf\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
},
|
||||
{
|
||||
"cleanup_timestamp": "2026-01-11T00:00:00Z",
|
||||
"cleanup_agent": "false_positive_cleanup_v1",
|
||||
"removed_claims": [
|
||||
{
|
||||
"type": "twitter",
|
||||
"value": "handle",
|
||||
"reason": "false_positive_blocklist"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -150,7 +150,109 @@
|
|||
}
|
||||
]
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "director",
|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
"source_archived_at": "2026-01-10T22:56:43.684597+00:00",
|
||||
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|
||||
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|
||||
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|
||||
"search_query": "\"B. George\" Co-Founder and Director at ARChive of Contemporary Music education career university",
|
||||
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|
||||
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|
||||
"source_title": "Who we are | The ARChive of Contemporary Music",
|
||||
"source_snippet": "rge, co-founder and director of the ARChive of Contemporary Music, came to New York C",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"http_status": 200,
|
||||
"answer_position": "answer[6:91]",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/B._George",
|
||||
"name": "B. George - Wikipedia"
|
||||
},
|
||||
{
|
||||
"url": "https://en.wikipedia.org/wiki/ARChive_of_Contemporary_Music",
|
||||
"name": "ARChive of Contemporary Music - Wikipedia"
|
||||
},
|
||||
{
|
||||
"url": "https://arcmusic.org/about/",
|
||||
"name": "About the ARChive | The ARChive of Contemporary Music"
|
||||
},
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"search_query": "\"B. George\" contact email twitter linkedin orcid profile photo",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"http_status": 200,
|
||||
"answer_position": "answer[134:233]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://guides.lib.vt.edu/researcher-profiles/linkedin",
|
||||
"name": "LinkedIn - Scholarly Profiles and Identifiers - Research Guides at Virginia Tech"
|
||||
},
|
||||
{
|
||||
"url": "https://guides.libraries.uc.edu/ORCiD",
|
||||
"name": "ORCID iD - ORCID - Research Guides at University of Cincinnati"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/bgeorgearc/",
|
||||
"name": "B. George - New York, New York, United States | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://aut.ac.nz.libguides.com/c.php?g=426062&p=5799934",
|
||||
"name": "LinkedIn - ORCID and Researcher Profiles - Library Guides at AUT University"
|
||||
},
|
||||
{
|
||||
"url": "https://orcid.org/",
|
||||
"name": "ORCID"
|
||||
}
|
||||
],
|
||||
"source_count": 19,
|
||||
"answer_content_hash": "3b36373190837b88"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
{
|
||||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/bgeorgearc_20251214T115050Z.json",
|
||||
|
|
@ -371,5 +473,20 @@
|
|||
"inferred_at": "2026-01-09T19:51:22.259527+00:00",
|
||||
"inferred_by": "enrich_ppids.py"
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:56:37.674455+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "B. George",
|
||||
"context_used": "Co-Founder and Director at ARChive of Contemporary Music",
|
||||
"searches_performed": [
|
||||
"\"B. George\" born biography",
|
||||
"\"B. George\" Co-Founder and Director at ARChive of Contemporary Music education career university",
|
||||
"\"B. George\" publications awards honors books",
|
||||
"\"B. George\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -80,7 +80,59 @@
|
|||
"languages": [],
|
||||
"profile_image_url": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "curator",
|
||||
"organization": "The Open Air Museum or details about her education",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:07:14.646896+00:00",
|
||||
"source_archived_at": "2026-01-10T23:07:10.952954+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.1",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Anca Egas\" curator at The Open Air Museum education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.linkedin.com/company/association-of-academic-museums-and-galleries",
|
||||
"source_title": "Association of Academic Museums and Galleries | LinkedIn",
|
||||
"source_snippet": "bout Anca Egas as a curator at The Open Air Museum or details about her education or university career",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[38:140]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.linkedin.com/company/association-of-academic-museums-and-galleries",
|
||||
"name": "Association of Academic Museums and Galleries | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.artcurators.org/networking/opening_search.asp",
|
||||
"name": "Career Center - Search for Openings - AAMC & AAMC Foundation"
|
||||
},
|
||||
{
|
||||
"url": "https://www.aamg-us.org/category/general-announcement/jobs/",
|
||||
"name": "Job Postings Archives - Association of Academic Museums and Galleries"
|
||||
},
|
||||
{
|
||||
"url": "https://www.artcurators.org/networking/",
|
||||
"name": "Career Center - AAMC & AAMC Foundation"
|
||||
},
|
||||
{
|
||||
"url": "https://www.purdue.edu/science/careers/what_can_i_do_with_a_major/Career%20Pages/museum_curator.html",
|
||||
"name": "Museum Curator - College of Science - Purdue University"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "0d1b56e640cf4cc9"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
{
|
||||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/anca-egas-4b81355_20251214T110559Z.json",
|
||||
|
|
@ -179,5 +231,20 @@
|
|||
"inferred_at": "2026-01-09T19:51:05.598410+00:00",
|
||||
"inferred_by": "enrich_ppids.py"
|
||||
}
|
||||
},
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T23:07:06.345737+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.1",
|
||||
"person_name": "Anca Egas",
|
||||
"context_used": "curator at The Open Air Museum",
|
||||
"searches_performed": [
|
||||
"\"Anca Egas\" born biography",
|
||||
"\"Anca Egas\" curator at The Open Air Museum education career university",
|
||||
"\"Anca Egas\" publications awards honors books",
|
||||
"\"Anca Egas\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -39,7 +39,9 @@
|
|||
"A",
|
||||
"M"
|
||||
],
|
||||
"rationale": "Senior heritage professional with 22+ years experience spanning archives (Noord-Hollands Archief), museums (Frans Hals Museum advisory role, Museum Enschedé collection transfer), and cultural policy (Ministry OCW, Gemeente Haarlem). Also active in heritage research through Stichting Middeleeuwse Archieven Amsterdam and Historische Vereniging Holland."
|
||||
"rationale": "Senior heritage professional with 22+ years experience spanning archives (Noord-Hollands Archief), museums (Frans Hals Museum advisory role, Museum Enschedé collection transfer), and cultural policy (Ministry OCW, Gemeente Haarlem). Also active in heritage research through Stichting Middeleeuwse Archieven Amsterdam and Historische Vereniging Holland.",
|
||||
"score": 0.95,
|
||||
"score_rationale": "Exceptional heritage relevance: (1) NHA MT member - Hoofd Archief- en collectiebeheer since 2018; (2) 22+ years heritage experience spanning archives, museums, and policy; (3) Director of Stichting Middeleeuwse Archieven Amsterdam (2018-2023); (4) Ministry OCW Policy Advisor for Cultural Heritage (1999-2003); (5) Gemeente Haarlem Senior Policy Advisor (2003-2018); (6) Frans Hals Museum Project Synergie advisor; (7) Led Museum Enschedé collection transfer to NHA; (8) Publicist for Historische Vereniging Holland; (9) Personal interest in medieval Amsterdam and St.-Bavokerk Haarlem. Cross-sector heritage expertise across archives, museums, and government."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -530,6 +532,18 @@
|
|||
"status": "verified",
|
||||
"last_verified": "2026-01-10T00:00:00Z"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "nha_mt_confirmation",
|
||||
"claim_value": "NHA Management Team member - Patrick Vlegels – hoofd Archief- en collectiebeheer",
|
||||
"source_url": "https://noord-hollandsarchief.nl/over-ons/organisatie/mt",
|
||||
"retrieved_on": "2026-01-11T00:00:00Z",
|
||||
"retrieval_agent": "opencode-claude-sonnet-4",
|
||||
"text_fragment": "Patrick Vlegels – hoofd Archief- en collectiebeheer",
|
||||
"verification": {
|
||||
"status": "verified",
|
||||
"last_verified": "2026-01-11T00:00:00Z"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
|
|
@ -555,6 +569,16 @@
|
|||
"LinkedIn profile"
|
||||
],
|
||||
"notes": "Comprehensive enrichment from LinkedIn profile. Added all 7 positions with descriptions, expertise areas from about section, research interests, and notable projects (Museum Enschedé transfer, Project Synergie)."
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-11T00:00:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/patrick-vlegels-b16a223",
|
||||
"https://noord-hollandsarchief.nl/over-ons/organisatie/mt"
|
||||
],
|
||||
"claims_added": 1,
|
||||
"notes": "File already comprehensively enriched with 25 claims from LinkedIn. Added NHA MT page confirmation claim and heritage_relevance.score (0.95). Profile shows exceptional 22+ year heritage career spanning NHA (Hoofd Archief- en collectiebeheer since 2018), Ministry OCW Cultural Heritage policy, Gemeente Haarlem policy, Frans Hals Museum advisory, Museum Enschedé collection transfer, Stichting Middeleeuwse Archieven Amsterdam director, and Historische Vereniging Holland publicist."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -563,8 +587,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/patrick-vlegels-b16a223_20251214T102701Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_by": "opencode-claude-opus-4_5"
|
||||
"modified_at": "2026-01-11T00:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Added heritage_relevance.score (0.95), NHA MT confirmation claim, and deep_enrichment metadata block"
|
||||
},
|
||||
"linkedin_slug": "patrick-vlegels-b16a223",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -41,7 +41,9 @@
|
|||
"L",
|
||||
"R"
|
||||
],
|
||||
"rationale": "35+ years heritage experience spanning archives (Noord-Hollands Archief, Museum Enschedé), museums (stichting museum Enschedé, Naturalis), libraries (NHA library, NCB Naturalis library), and natural history research collections (Naturalis Biodiversity Center, NHN Leiden). Directly involved in major exhibitions including 'Onvervalst! drie eeuwen drukkerij Joh. Enschede' (Teylers Museum 2003), 'Efemeer drukwerk' (Teylers Museum 2008), and 'In het volle zonlicht' (Noord-Hollands Archief 2009)."
|
||||
"rationale": "35+ years heritage experience spanning archives (Noord-Hollands Archief, Museum Enschedé), museums (stichting museum Enschedé, Naturalis), libraries (NHA library, NCB Naturalis library), and natural history research collections (Naturalis Biodiversity Center, NHN Leiden). Directly involved in major exhibitions including 'Onvervalst! drie eeuwen drukkerij Joh. Enschede' (Teylers Museum 2003), 'Efemeer drukwerk' (Teylers Museum 2008), and 'In het volle zonlicht' (Noord-Hollands Archief 2009).",
|
||||
"score": 0.85,
|
||||
"score_rationale": "Exceptional breadth of heritage experience (35+ years) across multiple GLAM sectors. Key factors: (1) Current role managing Joh. Enschedé collection - historically significant Dutch printing company archive (+0.15); (2) Direct involvement in 4 major exhibitions at Teylers Museum and NHA (+0.20); (3) Diverse GLAM experience: archives, museums, libraries, and natural history collections (+0.15); (4) Large-scale digitization expertise including ~1 million Naturalis specimens and Vele Handen crowdsourcing project (+0.15); (5) Multi-database proficiency (Bardig, Brahms, CRS, Asksam) (+0.05); (6) Not in leadership/management role limits organizational influence (-0.10); (7) No formal archival degree or publications (-0.05). Highly experienced operational heritage professional with exceptional cross-domain expertise."
|
||||
},
|
||||
"affiliations": [
|
||||
{
|
||||
|
|
@ -664,6 +666,15 @@
|
|||
"LinkedIn profile"
|
||||
],
|
||||
"notes": "Comprehensive enrichment from LinkedIn profile. Rich heritage career spanning 35+ years across archives, museums, libraries, and natural history collections. Notable involvement in 4 exhibitions including at Teylers Museum. Experience with multiple collection databases (Bardig, Brahms, CRS, Asksam). The 'collectie Enschedé' refers to the Joh. Enschedé printing company archive in Haarlem, not the city Enschede."
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"performed_on": "2026-01-10T14:45:00Z",
|
||||
"performed_by": "opencode-claude-sonnet-4",
|
||||
"sources_consulted": [
|
||||
"https://www.linkedin.com/in/andrearoosen"
|
||||
],
|
||||
"claims_added": 0,
|
||||
"notes": "Heritage relevance score assessment based on comprehensive LinkedIn data. Exceptional cross-domain heritage professional with 35+ years experience across A/M/L/R sectors. Notable: (1) Current custodian of historically significant Joh. Enschedé printing archive; (2) Contributed to 4 major exhibitions at Teylers Museum and NHA; (3) Senior Registrator at Naturalis digitizing ~1M microscopic specimens; (4) Multi-database expertise (Bardig, Brahms, CRS, Asksam); (5) Vele Handen crowdsourcing controller. Rare breadth of operational heritage expertise."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
|
|
@ -672,8 +683,9 @@
|
|||
"source_files": [
|
||||
"/Users/kempersc/apps/glam/data/custodian/person/entity/andrearoosen_20251214T102734Z.json"
|
||||
],
|
||||
"modified_at": "2026-01-10T00:00:00Z",
|
||||
"modified_by": "opencode-claude-opus-4_5"
|
||||
"modified_at": "2026-01-10T14:45:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"modification_notes": "Deep enrichment: Added heritage_relevance.score (0.85) and score_rationale. Added deep_enrichment block documenting exceptional cross-domain heritage career."
|
||||
},
|
||||
"linkedin_slug": "andrearoosen",
|
||||
"ppid_history": [
|
||||
|
|
|
|||
|
|
@ -27,9 +27,21 @@
|
|||
"source": "linkedin_profile"
|
||||
},
|
||||
"birth_date": {
|
||||
"edtf": "XXXX",
|
||||
"precision": "unknown",
|
||||
"note": "See inferred_birth_decade for heuristic estimate"
|
||||
"edtf": "1950",
|
||||
"precision": "year",
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:01:06.616812+00:00",
|
||||
"source_archived_at": "2026-01-10T23:01:01.841404+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"source_url": "https://independent.academia.edu/WallertArie",
|
||||
"source_title": "Arie Wallert - Academia.edu",
|
||||
"source_snippet": "Arie Wallert was born in 1950. He is known for his work in the study",
|
||||
"search_query": "\"Arie Wallert\" born biography",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
},
|
||||
"is_living": true,
|
||||
"heritage_relevance": {
|
||||
|
|
@ -66,7 +78,156 @@
|
|||
"languages": [],
|
||||
"profile_image_url": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"
|
||||
},
|
||||
"web_claims": [],
|
||||
"web_claims": [
|
||||
{
|
||||
"claim_type": "birth_year",
|
||||
"claim_value": 1950,
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:01:06.616812+00:00",
|
||||
"source_archived_at": "2026-01-10T23:01:01.841404+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Arie Wallert\" born biography",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://independent.academia.edu/WallertArie",
|
||||
"source_title": "Arie Wallert - Academia.edu",
|
||||
"source_snippet": "Arie Wallert was born in 1950. He is known for his work in the study",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "born_in",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:68]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://independent.academia.edu/WallertArie",
|
||||
"name": "Arie Wallert - Academia.edu"
|
||||
},
|
||||
{
|
||||
"url": "https://independent.academia.edu/ArieWallert",
|
||||
"name": "Arie Wallert - Profile on Academia.edu"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/scientific-contributions/Arie-Wallert-33475266",
|
||||
"name": "Arie Wallert's research works | Rijksmuseum Amsterdam, Amsterdam and other places"
|
||||
},
|
||||
{
|
||||
"url": "https://onlinebooks.library.upenn.edu/webbin/book/lookupname?key=Wallert,+Arie,+1950-",
|
||||
"name": "Arie Wallert (Wallert, Arie, 1950-) | The Online Books Page"
|
||||
},
|
||||
{
|
||||
"url": "http://worldcat.org/identities/lccn-n95016062",
|
||||
"name": "Arie Wallert"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "9fabb632fdcfe9b3"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "professor",
|
||||
"organization": "Technical Art History at the University of Amsterda",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:01:13.447256+00:00",
|
||||
"source_archived_at": "2026-01-10T23:01:07.622608+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Arie Wallert\" professor Technical Art History at University of Amsterdam education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.uva.nl/en/discipline/art-history/staff/staff.html",
|
||||
"source_title": "Staff members Art history - University of Amsterdam",
|
||||
"source_snippet": "Arie Wallert is a professor of Technical Art History at the University of Amsterdam. His education and",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:102]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.uva.nl/en/discipline/art-history/staff/staff.html",
|
||||
"name": "Staff members Art history - University of Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://nl.linkedin.com/in/arie-wallert-7a7a0442",
|
||||
"name": "Arie Wallert - professor Technical Art History - University of ..."
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/scientific-contributions/Arie-Wallert-33475266",
|
||||
"name": "Arie Wallert's research works | Rijksmuseum Amsterdam, Amsterdam and other places"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uva.nl/en/discipline/art-history/art-history.html",
|
||||
"name": "Art History - University of Amsterdam"
|
||||
},
|
||||
{
|
||||
"url": "https://www.getty.edu/publications/virtuallibrary/0892363223.html",
|
||||
"name": "Historical Painting Techniques, Materials, and Studio Practice"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "9171b636ee3238a2"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "award",
|
||||
"claim_value": {
|
||||
"type": "award",
|
||||
"name": "by Arie Wallert in the provided data"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T23:01:19.641711+00:00",
|
||||
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|
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|
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|
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
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@ -173,5 +275,20 @@
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|
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|
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|
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|
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
||||
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|
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|
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
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|
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|
||||
{"name": "Adamlink stratenregister", "url": "https://adamlink.nl/geo/streets/list"}
|
||||
]
|
||||
},
|
||||
{
|
||||
"claim_type": "client_list",
|
||||
"claim_value": "Heritage sector clients",
|
||||
"source_url": "https://islandsofmeaning.nl/expertise/",
|
||||
"statement_created_at": "2025-01-10T22:00:00Z",
|
||||
"source_archived_at": "2025-01-10T21:50:00Z",
|
||||
"retrieval_agent": "opencode-claude-sonnet-4",
|
||||
"clients": [
|
||||
"RCE (Rijksdienst voor het Cultureel Erfgoed)",
|
||||
"Rijksmuseum",
|
||||
"Stadsarchief Amsterdam",
|
||||
"Noord-Hollands Archief",
|
||||
"Het Utrechts Archief",
|
||||
"RKD (Netherlands Institute for Art History)",
|
||||
"IISG (International Institute of Social History)",
|
||||
"Netwerk Oorlogsbronnen",
|
||||
"NIOD",
|
||||
"Brabants Historisch Informatie Centrum",
|
||||
"Universiteit van Amsterdam",
|
||||
"Zuiderzeemuseum",
|
||||
"Erfgoed Leiden"
|
||||
]
|
||||
}
|
||||
],
|
||||
"affiliations": [
|
||||
{
|
||||
"custodian_name": "Noord-Hollands Archief",
|
||||
"custodian_id": "NL-NH-HAA-A-NHA",
|
||||
"role_type": "contractor",
|
||||
"role_title": "Linked Data Specialist",
|
||||
"is_current": true,
|
||||
"affiliation_provenance": {
|
||||
"source_url": "https://noord-hollandsarchief.nl/ontdekken/nhalab/1343-nieuwe-onderzoeksmogelijkheden-fotopersbureau-de-boer",
|
||||
"statement_created_at": "2025-01-10T22:00:00Z",
|
||||
"retrieval_agent": "opencode-claude-sonnet-4"
|
||||
}
|
||||
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|
||||
],
|
||||
"inferred_current_settlement": {
|
||||
"value": "Haarlem",
|
||||
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|
||||
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|
||||
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|
||||
"method": "business_address_extraction",
|
||||
"source_field": "web_claims[1].company_details.address",
|
||||
"evidence": "Paul Krugerstraat 56, 2021 XP Haarlem",
|
||||
"inferred_at": "2025-01-10T22:00:00Z",
|
||||
"inferred_by": "opencode-claude-sonnet-4"
|
||||
}
|
||||
},
|
||||
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|
||||
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|
||||
"rationale": "Menno den Engelse is a highly influential figure in Dutch digital heritage. As founder of Islands of Meaning and member of Hic Sunt Leones collective, he specializes in linked data projects for heritage institutions. Has worked with major Dutch heritage organizations including Rijksmuseum, RCE, NIOD, and multiple archives. Co-author of FAIR Photos publication (DOI: 10.5334/johd.271). Developer of key heritage infrastructure including hetvolk.org crowdsourcing platform, Adamlink, gemeentegeschiedenis.nl, and the ROAR ontology.",
|
||||
"heritage_sector_keywords": [
|
||||
"linked data",
|
||||
"digital heritage",
|
||||
"crowdsourcing",
|
||||
"archives",
|
||||
"museums",
|
||||
"RDF",
|
||||
"SPARQL",
|
||||
"Wikidata",
|
||||
"cultural heritage",
|
||||
"Amsterdam Time Machine"
|
||||
]
|
||||
},
|
||||
"enrichment_metadata": {
|
||||
"web_enrichment": {
|
||||
"status": "completed",
|
||||
"claims_added": 8,
|
||||
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|
||||
"https://islandsofmeaning.nl/expertise/",
|
||||
"https://www.hicsuntleones.nl/",
|
||||
"https://openhumanitiesdata.metajnl.com/articles/10.5334/johd.271",
|
||||
"https://noord-hollandsarchief.nl/ontdekken/nhalab/1343-nieuwe-onderzoeksmogelijkheden-fotopersbureau-de-boer"
|
||||
],
|
||||
"enrichment_date": "2025-01-10T22:00:00Z"
|
||||
},
|
||||
"deep_enrichment": {
|
||||
"status": "completed",
|
||||
"enrichment_date": "2025-01-10T22:00:00Z",
|
||||
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|
||||
"notes": "Created new PPID file for Menno den Engelse, identified as co-author of FAIR Photos publication alongside NHA staff. Comprehensive profile built from Islands of Meaning website and project references."
|
||||
}
|
||||
},
|
||||
"provenance": {
|
||||
"created_at": "2025-01-10T22:00:00Z",
|
||||
"created_by": "opencode-claude-sonnet-4",
|
||||
"modified_at": "2025-01-10T22:00:00Z",
|
||||
"modified_by": "opencode-claude-sonnet-4",
|
||||
"source": "web_enrichment",
|
||||
"creation_notes": "New PPID file created during deep enrichment session. Menno den Engelse was identified as co-author of FAIR Photos publication (DOI: 10.5334/johd.271) alongside Nico Vriend, Antoinet Nijssen, and Lars Vereecken from Noord-Hollands Archief."
|
||||
}
|
||||
}
|
||||
|
|
@ -108,6 +108,106 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(27) La Piscine - Musée d'art et d'industrie André Diligent de Roubaix_ People _ LinkedIn.html",
|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "twitter",
|
||||
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|
||||
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|
||||
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|
||||
"statement_created_at": "2026-01-10T23:11:37.005230+00:00",
|
||||
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|
||||
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|
||||
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|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Adèle Taillefait\" contact email twitter linkedin orcid profile photo",
|
||||
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|
||||
"source_url": "https://fr.linkedin.com/in/adèle-taillefait-8b8716114",
|
||||
"source_title": "Adèle Taillefait - Conservatrice responsable des ...",
|
||||
"source_snippet": "ofessionnel probable : a******@roubaix-lapiscine.com (adresse partie",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"answer_position": "answer[282:350]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://fr.linkedin.com/in/adèle-taillefait-8b8716114",
|
||||
"name": "Adèle Taillefait - Conservatrice responsable des ..."
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/posts/adèle-taillefait-8b8716114_promomichelleperrot-activity-6920009859664932864-tagn?trk=public_profile_like_view",
|
||||
"name": "Adèle Taillefait sur LinkedIn : #promomichelleperrot"
|
||||
},
|
||||
{
|
||||
"url": "https://fr.linkedin.com/posts/adèle-taillefait-8b8716114_jai-limmense-plaisir-de-vous-annoncer-que-activity-7102688793563934720-ue_O",
|
||||
"name": "Post de Adèle Taillefait"
|
||||
},
|
||||
{
|
||||
"url": "https://www.inp.fr/annuaire/taillefait-adele",
|
||||
"name": "Taillefait Adèle | Institut national du patrimoine"
|
||||
},
|
||||
{
|
||||
"url": "https://www.instagram.com/adele.tlf/",
|
||||
"name": "Adèle Taillefait (@adele.tlf) • Instagram photos and videos"
|
||||
}
|
||||
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|
||||
"source_count": 57,
|
||||
"answer_content_hash": "05a5d08a7dd09a99"
|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"search_query": "\"Adèle Taillefait\" contact email twitter linkedin orcid profile photo",
|
||||
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|
||||
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|
||||
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|
||||
"source_snippet": "nt de Roubaix. \n\n- LinkedIn : https://www.linkedin.com/in/adèle-taillefait-8b8716114/\n- In",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"http_status": 200,
|
||||
"answer_position": "answer[135:225]",
|
||||
"all_sources": [
|
||||
{
|
||||
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|
||||
"name": "Adèle Taillefait - Conservatrice responsable des ..."
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/posts/adèle-taillefait-8b8716114_promomichelleperrot-activity-6920009859664932864-tagn?trk=public_profile_like_view",
|
||||
"name": "Adèle Taillefait sur LinkedIn : #promomichelleperrot"
|
||||
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|
||||
{
|
||||
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|
||||
"name": "Post de Adèle Taillefait"
|
||||
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|
||||
{
|
||||
"url": "https://www.inp.fr/annuaire/taillefait-adele",
|
||||
"name": "Taillefait Adèle | Institut national du patrimoine"
|
||||
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|
||||
{
|
||||
"url": "https://www.instagram.com/adele.tlf/",
|
||||
"name": "Adèle Taillefait (@adele.tlf) • Instagram photos and videos"
|
||||
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|
||||
],
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"source_observations": [
|
||||
|
|
@ -130,5 +230,20 @@
|
|||
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||||
]
|
||||
},
|
||||
"linkedin_slug": "adèle-taillefait-8b8716114"
|
||||
"linkedin_slug": "adèle-taillefait-8b8716114",
|
||||
"enrichment_history": [
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{
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|
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
"\"Adèle Taillefait\" publications awards honors books",
|
||||
"\"Adèle Taillefait\" contact email twitter linkedin orcid profile photo"
|
||||
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|
||||
"data_fabrication_check": "PASSED"
|
||||
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|
||||
]
|
||||
}
|
||||
|
|
@ -108,6 +108,108 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(7) Internet Archive_ People _ LinkedIn.html",
|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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|
||||
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|
||||
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||||
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||||
"source_title": "Amir Saber Esfahani | Artist Overview | MutualArt",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"all_sources": [
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||||
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|
||||
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|
||||
"name": "Amir Saber Esfahani | Artist Overview | MutualArt"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"name": "Amir Saber Esfahani | Biography"
|
||||
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|
||||
{
|
||||
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|
||||
"name": "Amir Esfahani at Evergreen Valley College | Rate My Professors"
|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
|
@ -130,5 +232,20 @@
|
|||
"/Users/kempersc/apps/glam/data/custodian/person/entity/amir-saber-esfahani-37bb1b17_20260109T224545Z.json"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
|
@ -108,6 +108,107 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(30) Museum Batavialand_ People _ LinkedIn.html",
|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
"person_name": "Conchita de Frías Aragón (épouse Péhu)",
|
||||
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|
||||
"searches_performed": [
|
||||
"\"Conchita de Frías Aragón (épouse Péhu)\" born biography",
|
||||
"\"Conchita de Frías Aragón (épouse Péhu)\" Associate Professor-Responsable des enseignements d’espagnol et d’italien-ESSCA (School of Management) education career university",
|
||||
"\"Conchita de Frías Aragón (épouse Péhu)\" publications awards honors books",
|
||||
"\"Conchita de Frías Aragón (épouse Péhu)\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -78,5 +78,21 @@
|
|||
"/Users/kempersc/apps/glam/data/custodian/person/entity/daniel-tuik_20251214T115050Z.json"
|
||||
]
|
||||
},
|
||||
"linkedin_slug": "daniel-tuik"
|
||||
"linkedin_slug": "daniel-tuik",
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
"context_used": "Curator-in-residence Rotterdam Centre for Modern Maritime History/ Senior conservator at Maritiem Mu",
|
||||
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|
||||
"\"Daniel Tuik\" born biography",
|
||||
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|
||||
"\"Daniel Tuik\" publications awards honors books",
|
||||
"\"Daniel Tuik\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED",
|
||||
"result": "no_claims_found"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -108,6 +108,208 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(9) Autoriteit Persoonsgegevens (AP) _ Dutch DPA_ People _ LinkedIn.html",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[13:62]",
|
||||
"all_sources": [
|
||||
{
|
||||
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|
||||
"name": "prof. dr. Eric Tjong Tjin Tai LLM MSc | Tilburg University"
|
||||
},
|
||||
{
|
||||
"url": "https://research.tilburguniversity.edu/en/persons/eric-tjong-tjin-tai/",
|
||||
"name": "Eric Tjong Tjin Tai - Tilburg University Research Portal"
|
||||
},
|
||||
{
|
||||
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|
||||
"name": "Eric Tjong Tjin Tai — Tilburg University Research Portal"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/eric-tjong-tjin-tai-1919591/",
|
||||
"name": "Eric Tjong Tjin Tai - Tilburg, North Brabant, Netherlands | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/scientific-contributions/Eric-Tjong-Tjin-Tai-80866839",
|
||||
"name": "Eric Tjong Tjin Tai's research works | Tilburg University and other places"
|
||||
}
|
||||
],
|
||||
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|
||||
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|
||||
}
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
"provenance": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
"url": "https://research.tilburguniversity.edu/en/persons/eric-tjong-tjin-tai/?relations=publications",
|
||||
"name": "Eric Tjong Tjin Tai — Tilburg University Research Portal"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/eric-tjong-tjin-tai-1919591/",
|
||||
"name": "Eric Tjong Tjin Tai - Tilburg, North Brabant, Netherlands | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/scientific-contributions/Eric-Tjong-Tjin-Tai-80866839",
|
||||
"name": "Eric Tjong Tjin Tai's research works | Tilburg University and other places"
|
||||
}
|
||||
],
|
||||
"source_count": 19,
|
||||
"answer_content_hash": "c8ae7eec99115670"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/eric-tjong-tjin-tai-1919591"
|
||||
},
|
||||
"provenance": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"extraction_method": "regex_pattern_matching",
|
||||
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|
||||
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|
||||
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|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[0:106]",
|
||||
"all_sources": [
|
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{
|
||||
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|
||||
"name": "Eric Tjong Tjin Tai - Tilburg, North Brabant, Netherlands | Professional Profile | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/today/author/eric-tjong-tjin-tai-1919591",
|
||||
"name": "Eric Tjong Tjin Tai | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://research.tilburguniversity.edu/en/persons/eric-tjong-tjin-tai/",
|
||||
"name": "Eric Tjong Tjin Tai - Tilburg University Research Portal"
|
||||
},
|
||||
{
|
||||
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|
||||
"name": "prof. dr. Eric Tjong Tjin Tai LLM MSc | Tilburg University"
|
||||
},
|
||||
{
|
||||
"url": "https://research.tilburguniversity.edu/en/persons/eric-tjong-tjin-tai/?relations=publications",
|
||||
"name": "Eric Tjong Tjin Tai — Tilburg University Research Portal"
|
||||
}
|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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|
||||
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|
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|
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
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|
||||
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"name": "Eric Tjong Tjin Tai - Tilburg University Research Portal"
|
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|
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|
||||
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|
||||
"name": "prof. dr. Eric Tjong Tjin Tai LLM MSc | Tilburg University"
|
||||
},
|
||||
{
|
||||
"url": "https://research.tilburguniversity.edu/en/persons/eric-tjong-tjin-tai/?relations=publications",
|
||||
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|
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|
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|
||||
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|
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|
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|
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|
||||
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|
||||
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|
||||
|
|
@ -130,5 +332,20 @@
|
|||
"/Users/kempersc/apps/glam/data/custodian/person/entity/eric-tjong-tjin-tai-1919591_20260109T224609Z.json"
|
||||
]
|
||||
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|
||||
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|
||||
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|
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|
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|
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|
||||
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|
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|
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|
||||
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|
||||
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|
||||
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|
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|
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|
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|
||||
|
|
@ -23,8 +23,21 @@
|
|||
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|
||||
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|
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||||
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|
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|
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|
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|
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|
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|
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|
||||
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|
||||
|
|
@ -108,6 +121,256 @@
|
|||
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|
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|
||||
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File diff suppressed because it is too large
Load diff
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||||
}
|
||||
|
|
@ -23,8 +23,21 @@
|
|||
"source": "linkedin_profile"
|
||||
},
|
||||
"birth_date": {
|
||||
"edtf": "XXXX",
|
||||
"precision": "unknown"
|
||||
"edtf": "1980",
|
||||
"precision": "year",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"retrieval_method": "linkup_web_search",
|
||||
"source_url": "https://uv.academia.edu/MarinaNav%C3%A0s",
|
||||
"source_title": "Marina Navàs - Universitat de València",
|
||||
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|
||||
"search_query": "\"Marina Navàs\" born biography",
|
||||
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|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
},
|
||||
"is_living": true,
|
||||
"heritage_relevance": {
|
||||
|
|
@ -108,6 +121,253 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(23) École nationale des chartes_ People _ LinkedIn.html",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"answer_position": "answer[0:75]",
|
||||
"all_sources": [
|
||||
{
|
||||
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|
||||
"name": "Marina Navàs - Universitat de València"
|
||||
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|
||||
{
|
||||
"url": "https://www.imdb.com/name/nm2237521/",
|
||||
"name": "Marina Navas | Second Unit Director or Assistant Director"
|
||||
},
|
||||
{
|
||||
"url": "https://www.sercle.cat/web/2019/04/18/navas-farre-marina/",
|
||||
"name": "Navàs Farré, Marina -"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/marina-nav%C3%A0s-b7734687/",
|
||||
"name": "Marina Navàs - Consorci per a la Normalització Lingüística | LinkedIn"
|
||||
},
|
||||
{
|
||||
"url": "https://www.uv.es/uvweb/college/en/profile-1285950309813.html?p2=nafama&idA=",
|
||||
"name": "marina navas farre"
|
||||
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|
||||
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|
||||
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|
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
{
|
||||
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|
||||
"name": "Twitter"
|
||||
},
|
||||
{
|
||||
"url": "https://twitter.com/salacastillo",
|
||||
"name": "Marina Sala Castillo (@SalaCastillo) | Twitter"
|
||||
},
|
||||
{
|
||||
"url": "https://profiles.impactstory.org/u/0000-0002-5009-2404",
|
||||
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|
||||
},
|
||||
{
|
||||
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|
||||
"name": "Marina Navàs - Universitat de València"
|
||||
},
|
||||
{
|
||||
"url": "https://www.tiktok.com/@mariinaaa__22",
|
||||
"name": "Marina Navas (@mariinaaa__22)"
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
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|
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||||
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|
||||
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|
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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"answer_position": "answer[195:269]",
|
||||
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|
||||
{
|
||||
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|
||||
"name": "Twitter"
|
||||
},
|
||||
{
|
||||
"url": "https://twitter.com/salacastillo",
|
||||
"name": "Marina Sala Castillo (@SalaCastillo) | Twitter"
|
||||
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|
||||
{
|
||||
"url": "https://profiles.impactstory.org/u/0000-0002-5009-2404",
|
||||
"name": "Marina Navàs Farré"
|
||||
},
|
||||
{
|
||||
"url": "https://uv.academia.edu/MarinaNav%C3%A0s",
|
||||
"name": "Marina Navàs - Universitat de València"
|
||||
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|
||||
{
|
||||
"url": "https://www.tiktok.com/@mariinaaa__22",
|
||||
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|
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|
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|
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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"answer_position": "answer[74:172]",
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|
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|
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|
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|
||||
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|
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|
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|
||||
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|
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|
||||
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||||
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|
||||
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|
||||
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|
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||||
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||||
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|
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||||
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||||
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||||
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||||
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|
@ -130,5 +390,20 @@
|
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
|
|
@ -108,6 +108,56 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(7) Museum Rembrandthuis_ People _ LinkedIn.html",
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
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|
||||
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||||
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|
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|
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|
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@ -130,5 +180,20 @@
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|||
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|
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|
@ -108,6 +108,57 @@
|
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@ -130,5 +181,20 @@
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|
@ -108,6 +108,108 @@
|
|||
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@ -130,5 +232,36 @@
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@ -23,8 +23,21 @@
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@ -108,6 +121,406 @@
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@ -130,5 +231,20 @@
|
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|
||||
"source_url": "https://academic.oup.com/ejcts/article/66/3/ezae285/7725469?login=false",
|
||||
"source_title": "Shared care for patients with a left ventricular assist device: a scoping review | European Journal of Cardio-Thoracic Surgery | Oxford Academic",
|
||||
"source_snippet": "ssist device care. \n\n- Email: v.c.e.drost@tue.nl (from Eindhoven University of",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "email",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[176:254]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://academic.oup.com/ejcts/article/66/3/ezae285/7725469?login=false",
|
||||
"name": "Shared care for patients with a left ventricular assist device: a scoping review | European Journal of Cardio-Thoracic Surgery | Oxford Academic"
|
||||
},
|
||||
{
|
||||
"url": "https://www.instantcheckmate.com/people/valerie-drost/",
|
||||
"name": "We found Valerie Drost - Address, Contact Info & More | InstantCheckmate"
|
||||
},
|
||||
{
|
||||
"url": "https://www.openscience-rotterdam.com/2022/11/04/drost/",
|
||||
"name": "OSCR Member: Valérie Drost"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/profile/Valerie-Drost-3",
|
||||
"name": "Valérie DROST | PhD Candidate | MSc | Erasmus MC, Rotterdam | Erasmus MC | Department of Cardiology | Research profile"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/valeriedrost/",
|
||||
"name": "Valérie Drost MSc. - Erasmus MC | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 67,
|
||||
"answer_content_hash": "3075dd5743735b61"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "linkedin_url",
|
||||
"value": "https://www.linkedin.com/in/valeriedrost/"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:56:33.670799+00:00",
|
||||
"source_archived_at": "2026-01-10T22:56:27.379012+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Valérie Drost\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://academic.oup.com/ejcts/article/66/3/ezae285/7725469?login=false",
|
||||
"source_title": "Shared care for patients with a left ventricular assist device: a scoping review | European Journal of Cardio-Thoracic Surgery | Oxford Academic",
|
||||
"source_snippet": "09-0002-9307-5513\n- LinkedIn: https://www.linkedin.com/in/valeriedrost/\n- ResearchGate: https://www.r",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "linkedin_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[312:413]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://academic.oup.com/ejcts/article/66/3/ezae285/7725469?login=false",
|
||||
"name": "Shared care for patients with a left ventricular assist device: a scoping review | European Journal of Cardio-Thoracic Surgery | Oxford Academic"
|
||||
},
|
||||
{
|
||||
"url": "https://www.instantcheckmate.com/people/valerie-drost/",
|
||||
"name": "We found Valerie Drost - Address, Contact Info & More | InstantCheckmate"
|
||||
},
|
||||
{
|
||||
"url": "https://www.openscience-rotterdam.com/2022/11/04/drost/",
|
||||
"name": "OSCR Member: Valérie Drost"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/profile/Valerie-Drost-3",
|
||||
"name": "Valérie DROST | PhD Candidate | MSc | Erasmus MC, Rotterdam | Erasmus MC | Department of Cardiology | Research profile"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/valeriedrost/",
|
||||
"name": "Valérie Drost MSc. - Erasmus MC | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 67,
|
||||
"answer_content_hash": "3075dd5743735b61"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "contact_detail",
|
||||
"claim_value": {
|
||||
"type": "orcid_url",
|
||||
"value": "https://orcid.org/0009-0002-9307-5513"
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:56:33.670814+00:00",
|
||||
"source_archived_at": "2026-01-10T22:56:27.379012+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Valérie Drost\" contact email twitter linkedin orcid profile photo",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://academic.oup.com/ejcts/article/66/3/ezae285/7725469?login=false",
|
||||
"source_title": "Shared care for patients with a left ventricular assist device: a scoping review | European Journal of Cardio-Thoracic Surgery | Oxford Academic",
|
||||
"source_snippet": "ogy research portal)\n- ORCID: https://orcid.org/0009-0002-9307-5513\n- LinkedIn: https://www.linke",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "orcid_url",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[262:359]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://academic.oup.com/ejcts/article/66/3/ezae285/7725469?login=false",
|
||||
"name": "Shared care for patients with a left ventricular assist device: a scoping review | European Journal of Cardio-Thoracic Surgery | Oxford Academic"
|
||||
},
|
||||
{
|
||||
"url": "https://www.instantcheckmate.com/people/valerie-drost/",
|
||||
"name": "We found Valerie Drost - Address, Contact Info & More | InstantCheckmate"
|
||||
},
|
||||
{
|
||||
"url": "https://www.openscience-rotterdam.com/2022/11/04/drost/",
|
||||
"name": "OSCR Member: Valérie Drost"
|
||||
},
|
||||
{
|
||||
"url": "https://www.researchgate.net/profile/Valerie-Drost-3",
|
||||
"name": "Valérie DROST | PhD Candidate | MSc | Erasmus MC, Rotterdam | Erasmus MC | Department of Cardiology | Research profile"
|
||||
},
|
||||
{
|
||||
"url": "https://www.linkedin.com/in/valeriedrost/",
|
||||
"name": "Valérie Drost MSc. - Erasmus MC | LinkedIn"
|
||||
}
|
||||
],
|
||||
"source_count": 67,
|
||||
"answer_content_hash": "3075dd5743735b61"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
|
|
@ -130,5 +340,31 @@
|
|||
"/Users/kempersc/apps/glam/data/custodian/person/entity/val%C3%A9rie-drost-a8586a9_20260109T224046Z.json"
|
||||
]
|
||||
},
|
||||
"linkedin_slug": "valérie-drost-a8586a9"
|
||||
"linkedin_slug": "valérie-drost-a8586a9",
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:56:12.085137+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "Valérie Drost",
|
||||
"context_used": "Directeur bestuurder Literatuurmuseum / Kinderboekenmuseum / Managing Director Museum of Literature ",
|
||||
"searches_performed": [
|
||||
"\"Valérie Drost\" born biography",
|
||||
"\"Valérie Drost\" Directeur bestuurder Literatuurmuseum / Kinderboekenmuseum / Managing Director Museum of Literature / Children’s Book Museum education career university",
|
||||
"\"Valérie Drost\" publications awards honors books",
|
||||
"\"Valérie Drost\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
},
|
||||
{
|
||||
"cleanup_timestamp": "2026-01-11T00:00:00Z",
|
||||
"cleanup_agent": "false_positive_cleanup_v1",
|
||||
"removed_claims": [
|
||||
{
|
||||
"type": "twitter",
|
||||
"value": "handle",
|
||||
"reason": "false_positive_blocklist"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -108,6 +108,108 @@
|
|||
"html_file": "/Volumes/KINGSTON/data/glam/data/custodian/person/affiliated/manual/(7) Yad Vashem, the World Holocaust Remembrance Center_ People _ LinkedIn.html",
|
||||
"xpath_match_score": 1.0,
|
||||
"retrieval_agent": "extract_persons_with_provenance.py"
|
||||
},
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "Director",
|
||||
"organization": "the Museums Division at Yad Vashem",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:54:38.855697+00:00",
|
||||
"source_archived_at": "2026-01-10T22:54:33.017898+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Yifat Bachrach - Ron\" Deputy Director of the Museums Division at Yad Vashem education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.yadvashem.org/author/yifat-bachrach-ron.html",
|
||||
"source_title": "Yifat Bachrach-Ron | Yad Vashem. The World Holocaust Remembrance Center",
|
||||
"source_snippet": "h-Ron is the Deputy Director of the Museums Division at Yad Vashem. She is also the cu",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[13:99]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.yadvashem.org/author/yifat-bachrach-ron.html",
|
||||
"name": "Yifat Bachrach-Ron | Yad Vashem. The World Holocaust Remembrance Center"
|
||||
},
|
||||
{
|
||||
"url": "https://www.zoominfo.com/p/Yifat-Bachrach---ron/2025508231",
|
||||
"name": "Contact Yifat Bachrach - Ron, Email: y***@yadvashem.org.il & Phone Number | Division Deputy Director, Communications at Yad Vashem - ZoomInfo"
|
||||
},
|
||||
{
|
||||
"url": "https://www.zoominfo.com/p/Eliad-Moreh-rosenberg/615813239",
|
||||
"name": "Contact Eliad Moreh-Rosenberg, Email: e***@yadvashem.org.il & Phone Number | Director of Art Department In the Museums Division at Yad Vashem - ZoomInfo"
|
||||
},
|
||||
{
|
||||
"url": "https://www.zoominfo.com/p/Inbal-Kvity/2607706092",
|
||||
"name": "Contact Inbal Kvity, Email: ****@yadvashem.org & Phone Number | Division Director, Commemoration & Community Relations at Yad Vashem - ZoomInfo"
|
||||
},
|
||||
{
|
||||
"url": "https://www.yadvashem.org/blog/going-green-on-the-mount-of-remembrance.html",
|
||||
"name": "Going Green on the Mount of Remembrance | The Yad Vashem Blog"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "cc243c81ad054cb3"
|
||||
}
|
||||
},
|
||||
{
|
||||
"claim_type": "position",
|
||||
"claim_value": {
|
||||
"title": "curator",
|
||||
"organization": "the exhibition \"Creation in Hiding during the Holoc",
|
||||
"year": null
|
||||
},
|
||||
"provenance": {
|
||||
"statement_created_at": "2026-01-10T22:54:38.855755+00:00",
|
||||
"source_archived_at": "2026-01-10T22:54:33.017898+00:00",
|
||||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||||
"search_query": "\"Yifat Bachrach - Ron\" Deputy Director of the Museums Division at Yad Vashem education career university",
|
||||
"search_depth": "standard",
|
||||
"source_url": "https://www.yadvashem.org/author/yifat-bachrach-ron.html",
|
||||
"source_title": "Yifat Bachrach-Ron | Yad Vashem. The World Holocaust Remembrance Center",
|
||||
"source_snippet": "em. She is also the curator of the exhibition \"Creation in Hiding during the Holocaust.\" There is no s",
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"pattern_type": "position",
|
||||
"verified": false,
|
||||
"verification_status": "machine_extracted",
|
||||
"requires_human_review": true,
|
||||
"http_status": 200,
|
||||
"answer_position": "answer[77:179]",
|
||||
"all_sources": [
|
||||
{
|
||||
"url": "https://www.yadvashem.org/author/yifat-bachrach-ron.html",
|
||||
"name": "Yifat Bachrach-Ron | Yad Vashem. The World Holocaust Remembrance Center"
|
||||
},
|
||||
{
|
||||
"url": "https://www.zoominfo.com/p/Yifat-Bachrach---ron/2025508231",
|
||||
"name": "Contact Yifat Bachrach - Ron, Email: y***@yadvashem.org.il & Phone Number | Division Deputy Director, Communications at Yad Vashem - ZoomInfo"
|
||||
},
|
||||
{
|
||||
"url": "https://www.zoominfo.com/p/Eliad-Moreh-rosenberg/615813239",
|
||||
"name": "Contact Eliad Moreh-Rosenberg, Email: e***@yadvashem.org.il & Phone Number | Director of Art Department In the Museums Division at Yad Vashem - ZoomInfo"
|
||||
},
|
||||
{
|
||||
"url": "https://www.zoominfo.com/p/Inbal-Kvity/2607706092",
|
||||
"name": "Contact Inbal Kvity, Email: ****@yadvashem.org & Phone Number | Division Director, Commemoration & Community Relations at Yad Vashem - ZoomInfo"
|
||||
},
|
||||
{
|
||||
"url": "https://www.yadvashem.org/blog/going-green-on-the-mount-of-remembrance.html",
|
||||
"name": "Going Green on the Mount of Remembrance | The Yad Vashem Blog"
|
||||
}
|
||||
],
|
||||
"source_count": 20,
|
||||
"answer_content_hash": "cc243c81ad054cb3"
|
||||
}
|
||||
}
|
||||
],
|
||||
"source_observations": [
|
||||
|
|
@ -130,5 +232,20 @@
|
|||
"/Users/kempersc/apps/glam/data/custodian/person/entity/yifat-bachrach-ron-97468244_20260109T224556Z.json"
|
||||
]
|
||||
},
|
||||
"linkedin_slug": "yifat-bachrach-ron-97468244"
|
||||
"linkedin_slug": "yifat-bachrach-ron-97468244",
|
||||
"enrichment_history": [
|
||||
{
|
||||
"enrichment_timestamp": "2026-01-10T22:54:28.910351+00:00",
|
||||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||||
"person_name": "Yifat Bachrach - Ron",
|
||||
"context_used": "Deputy Director of the Museums Division at Yad Vashem",
|
||||
"searches_performed": [
|
||||
"\"Yifat Bachrach - Ron\" born biography",
|
||||
"\"Yifat Bachrach - Ron\" Deputy Director of the Museums Division at Yad Vashem education career university",
|
||||
"\"Yifat Bachrach - Ron\" publications awards honors books",
|
||||
"\"Yifat Bachrach - Ron\" contact email twitter linkedin orcid profile photo"
|
||||
],
|
||||
"data_fabrication_check": "PASSED"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
@ -13,14 +13,13 @@ Rule Compliance:
|
|||
- Rule 35: Provenance Statements MUST Have Dual Timestamps
|
||||
|
||||
Data Extracted (when available):
|
||||
- Birth date/year
|
||||
- Birth location
|
||||
- Education history
|
||||
- Career milestones
|
||||
- Publications
|
||||
- Awards/honors
|
||||
- Birth date/year, birth location
|
||||
- Education history, career milestones
|
||||
- Publications, awards/honors
|
||||
- Professional affiliations
|
||||
- Death date (if applicable)
|
||||
- Contact details (email, phone, social media)
|
||||
- Media references (photos, videos, portraits)
|
||||
|
||||
Usage:
|
||||
python scripts/enrich_person_comprehensive.py --limit N [--dry-run]
|
||||
|
|
@ -31,18 +30,17 @@ import os
|
|||
import re
|
||||
import time
|
||||
import argparse
|
||||
import hashlib
|
||||
from datetime import datetime, timezone
|
||||
from pathlib import Path
|
||||
from typing import Optional, Dict, Any, List
|
||||
import httpx
|
||||
|
||||
# Constants
|
||||
LINKUP_API_URL = "https://api.linkup.so/v1/search"
|
||||
SCRIPT_VERSION = "1.0.0"
|
||||
SCRIPT_VERSION = "1.2.0"
|
||||
|
||||
|
||||
def get_linkup_api_key() -> str:
|
||||
"""Get Linkup API key from environment."""
|
||||
env_path = Path(__file__).parent.parent / ".env"
|
||||
if env_path.exists():
|
||||
with open(env_path) as f:
|
||||
|
|
@ -56,459 +54,400 @@ def get_linkup_api_key() -> str:
|
|||
|
||||
|
||||
def search_linkup(query: str, api_key: str, depth: str = "standard") -> Dict[str, Any]:
|
||||
"""Execute Linkup search query."""
|
||||
headers = {
|
||||
"Authorization": f"Bearer {api_key}",
|
||||
"Content-Type": "application/json"
|
||||
}
|
||||
headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
|
||||
payload = {"q": query, "depth": depth, "outputType": "sourcedAnswer"}
|
||||
|
||||
request_ts = datetime.now(timezone.utc).isoformat()
|
||||
try:
|
||||
with httpx.Client(timeout=45.0) as client:
|
||||
response = client.post(LINKUP_API_URL, headers=headers, json=payload)
|
||||
response.raise_for_status()
|
||||
return response.json()
|
||||
result = response.json()
|
||||
result["_meta"] = {"request_ts": request_ts, "response_ts": datetime.now(timezone.utc).isoformat(),
|
||||
"status": response.status_code, "depth": depth}
|
||||
return result
|
||||
except Exception as e:
|
||||
return {"error": str(e)}
|
||||
return {"error": str(e), "_meta": {"request_ts": request_ts}}
|
||||
|
||||
|
||||
def create_web_claim(
|
||||
claim_type: str,
|
||||
claim_value: Any,
|
||||
source_url: str,
|
||||
source_title: str,
|
||||
source_snippet: str,
|
||||
search_query: str
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
Create a web claim with full provenance per Rules 6, 26, 35.
|
||||
def create_claim(claim_type: str, claim_value: Any, source_url: str, source_title: str,
|
||||
snippet: str, query: str, sources: List = None, meta: Dict = None,
|
||||
answer: str = None, pattern: str = None) -> Dict:
|
||||
ts = datetime.now(timezone.utc).isoformat()
|
||||
src_ts = meta.get("request_ts", ts) if meta else ts
|
||||
|
||||
CRITICAL: Every claim MUST have verifiable source information.
|
||||
NO confidence scores - provenance is the only measure of quality.
|
||||
"""
|
||||
timestamp = datetime.now(timezone.utc).isoformat()
|
||||
|
||||
return {
|
||||
"claim_type": claim_type,
|
||||
"claim_value": claim_value,
|
||||
"provenance": {
|
||||
"statement_created_at": timestamp,
|
||||
"source_archived_at": timestamp, # Web search result is ephemeral
|
||||
prov = {
|
||||
"statement_created_at": ts, "source_archived_at": src_ts,
|
||||
"retrieval_agent": f"enrich_person_comprehensive.py v{SCRIPT_VERSION}",
|
||||
"retrieval_method": "linkup_web_search",
|
||||
"search_query": search_query,
|
||||
"source_url": source_url,
|
||||
"source_title": source_title,
|
||||
"source_snippet": source_snippet,
|
||||
"extraction_method": "regex_pattern_matching",
|
||||
"verified": False, # Requires human verification
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
"retrieval_method": "linkup_web_search", "api_endpoint": LINKUP_API_URL,
|
||||
"search_query": query, "search_depth": meta.get("depth", "standard") if meta else "standard",
|
||||
"source_url": source_url, "source_title": source_title, "source_snippet": snippet,
|
||||
"extraction_method": "regex_pattern_matching", "pattern_type": pattern,
|
||||
"verified": False, "verification_status": "machine_extracted", "requires_human_review": True,
|
||||
"http_status": meta.get("status") if meta else None,
|
||||
}
|
||||
|
||||
if answer and snippet:
|
||||
pos = answer.find(snippet[:50])
|
||||
if pos >= 0:
|
||||
prov["answer_position"] = f"answer[{pos}:{pos + len(snippet)}]"
|
||||
|
||||
def extract_birth_year(text: str) -> Optional[Dict[str, Any]]:
|
||||
"""Extract birth year with context snippet."""
|
||||
if not text:
|
||||
return None
|
||||
|
||||
# Patterns ordered by specificity - most reliable first
|
||||
# NOTE: The lifespan pattern uses a raw year check to avoid false positives
|
||||
# from position tenure dates like "(2001–2014)"
|
||||
patterns = [
|
||||
# "born on 7 September 1968" or "born 7 September 1968" (day before month)
|
||||
(r'born\s+(?:on\s+)?(\d{1,2}\s+\w+\s+)?(\d{4})', None, "full_date"),
|
||||
# "born on September 28, 1954" (US format: month before day)
|
||||
(r'born\s+(?:on\s+)?(\w+\s+\d{1,2},?\s+)(\d{4})', None, "us_date"),
|
||||
# "was born in 1968" or "born in 1968"
|
||||
(r'(?:was\s+)?born\s+in\s+(\d{4})', None, "born_in_year"),
|
||||
# "geboren in 1968" (Dutch)
|
||||
(r'geboren\s+(?:in\s+)?(\d{4})', None, "dutch"),
|
||||
# "(born 1968)"
|
||||
(r'\(born\s+(\d{4})\)', None, "parenthetical"),
|
||||
# "(1960)" alone - only years before 1990 to avoid tenure dates
|
||||
(r'\((\d{4})\)', None, "year_only_paren"),
|
||||
]
|
||||
|
||||
for pattern, _, pattern_type in patterns:
|
||||
match = re.search(pattern, text, re.IGNORECASE)
|
||||
if match and match.lastindex is not None:
|
||||
# Get the year (last group is always the year)
|
||||
year = int(match.group(match.lastindex))
|
||||
|
||||
# Validate year range
|
||||
if not (1900 <= year <= 2010):
|
||||
continue
|
||||
|
||||
# For "year_only_paren" pattern, only accept years before 1990
|
||||
# to avoid false positives from tenure dates like "(2001–2014)"
|
||||
if pattern_type == "year_only_paren" and year >= 1990:
|
||||
continue
|
||||
|
||||
start = max(0, match.start() - 40)
|
||||
end = min(len(text), match.end() + 40)
|
||||
return {
|
||||
"year": year,
|
||||
"snippet": text[start:end].strip(),
|
||||
"pattern_type": pattern_type
|
||||
}
|
||||
return None
|
||||
|
||||
|
||||
def extract_birth_location(text: str) -> Optional[Dict[str, Any]]:
|
||||
"""Extract birth location."""
|
||||
patterns = [
|
||||
(r'born\s+in\s+([A-Z][a-zA-Z\s]+(?:,\s*[A-Z][a-zA-Z\s]+)?)', 0.90),
|
||||
(r'geboren\s+(?:te|in)\s+([A-Z][a-zA-Z\s]+)', 0.90),
|
||||
(r'native\s+of\s+([A-Z][a-zA-Z\s]+)', 0.85),
|
||||
]
|
||||
|
||||
for pattern, _ in patterns:
|
||||
match = re.search(pattern, text)
|
||||
if match:
|
||||
location = match.group(1).strip()
|
||||
# Filter out common false positives
|
||||
if location.lower() not in ['the', 'a', 'an', 'new']:
|
||||
start = max(0, match.start() - 30)
|
||||
end = min(len(text), match.end() + 30)
|
||||
return {
|
||||
"location": location,
|
||||
"snippet": text[start:end].strip()
|
||||
}
|
||||
return None
|
||||
|
||||
|
||||
def extract_education(text: str) -> List[Dict[str, Any]]:
|
||||
"""Extract education information."""
|
||||
education = []
|
||||
|
||||
patterns = [
|
||||
# "PhD from University X in 1995"
|
||||
(r'(Ph\.?D\.?|doctorate|doctoral)\s+(?:degree\s+)?(?:from|at)\s+([A-Z][^,\.]+?)(?:\s+in\s+(\d{4}))?', 0.90, "phd"),
|
||||
# "master's degree from University X"
|
||||
(r"(master'?s?|M\.?A\.?|M\.?Sc\.?)\s+(?:degree\s+)?(?:from|at)\s+([A-Z][^,\.]+)", 0.85, "masters"),
|
||||
# "graduated from University X"
|
||||
(r'graduated\s+from\s+([A-Z][^,\.]+?)(?:\s+(?:in|with)\s+)?(\d{4})?', 0.85, "graduated"),
|
||||
# "studied at University X"
|
||||
(r'studied\s+(?:\w+\s+)?at\s+([A-Z][^,\.]+)', 0.80, "studied"),
|
||||
]
|
||||
|
||||
for pattern, _, edu_type in patterns:
|
||||
for match in re.finditer(pattern, text, re.IGNORECASE):
|
||||
institution = match.group(2) if edu_type in ["phd", "masters"] else match.group(1)
|
||||
year = None
|
||||
if match.lastindex is not None and match.lastindex >= 3 and match.group(3):
|
||||
try:
|
||||
year = int(match.group(3))
|
||||
except (ValueError, TypeError):
|
||||
pass
|
||||
|
||||
start = max(0, match.start() - 20)
|
||||
end = min(len(text), match.end() + 20)
|
||||
|
||||
education.append({
|
||||
"type": edu_type,
|
||||
"institution": institution.strip(),
|
||||
"year": year,
|
||||
"snippet": text[start:end].strip()
|
||||
})
|
||||
|
||||
return education
|
||||
|
||||
|
||||
def extract_positions(text: str) -> List[Dict[str, Any]]:
|
||||
"""Extract professional positions."""
|
||||
positions = []
|
||||
|
||||
patterns = [
|
||||
# "professor at University X since 2010" - more greedy org capture
|
||||
(r'(professor|director|curator|head|chief)\s+(?:of\s+\w+\s+)?(?:at|of)\s+([A-Z][^,\.]{3,50})(?:\s+since\s+(\d{4}))?', 0.90),
|
||||
# "assistant professor at University X"
|
||||
(r'assistant\s+(professor)\s+(?:at|of)\s+([A-Z][^,\.]{3,50})', 0.90),
|
||||
# "appointed professor in 2015"
|
||||
(r'appointed\s+(\w+)\s+(?:at\s+)?([A-Z][^,\.]{3,50})(?:\s+in\s+(\d{4}))?', 0.85),
|
||||
# "worked at X from 1990 to 2000"
|
||||
(r'worked\s+at\s+([A-Z][^,\.]{3,50})\s+from\s+(\d{4})\s+to\s+(\d{4})', 0.85),
|
||||
]
|
||||
|
||||
for pattern, _ in patterns:
|
||||
for match in re.finditer(pattern, text, re.IGNORECASE):
|
||||
start = max(0, match.start() - 20)
|
||||
end = min(len(text), match.end() + 20)
|
||||
|
||||
# Safely extract organization and year with None checks
|
||||
organization = None
|
||||
if match.lastindex is not None and match.lastindex >= 2:
|
||||
org_group = match.group(2)
|
||||
if org_group:
|
||||
organization = org_group.strip()
|
||||
|
||||
year = None
|
||||
if match.lastindex is not None and match.lastindex >= 3:
|
||||
year_group = match.group(3)
|
||||
if year_group:
|
||||
try:
|
||||
year = int(year_group)
|
||||
except (ValueError, TypeError):
|
||||
pass
|
||||
|
||||
positions.append({
|
||||
"title": match.group(1),
|
||||
"organization": organization,
|
||||
"year": year,
|
||||
"snippet": text[start:end].strip()
|
||||
})
|
||||
|
||||
return positions
|
||||
|
||||
|
||||
def extract_death_info(text: str) -> Optional[Dict[str, Any]]:
|
||||
"""Extract death date if person is deceased."""
|
||||
patterns = [
|
||||
(r'died\s+(?:on\s+)?(?:\d{1,2}\s+\w+\s+)?(\d{4})', 0.95),
|
||||
(r'\(\d{4}\s*[-–]\s*(\d{4})\)', 0.90),
|
||||
(r'passed\s+away\s+(?:in\s+)?(\d{4})', 0.90),
|
||||
(r'overleden\s+(?:in\s+)?(\d{4})', 0.90), # Dutch
|
||||
]
|
||||
|
||||
for pattern, _ in patterns:
|
||||
match = re.search(pattern, text, re.IGNORECASE)
|
||||
if match:
|
||||
year = int(match.group(1))
|
||||
if 1900 <= year <= datetime.now().year:
|
||||
start = max(0, match.start() - 30)
|
||||
end = min(len(text), match.end() + 30)
|
||||
return {
|
||||
"year": year,
|
||||
"snippet": text[start:end].strip()
|
||||
}
|
||||
return None
|
||||
|
||||
|
||||
def enrich_person(name: str, context: str, api_key: str) -> Dict[str, Any]:
|
||||
"""
|
||||
Comprehensively enrich a person profile using multiple Linkup searches.
|
||||
|
||||
Returns a dict of web_claims with full provenance.
|
||||
"""
|
||||
enrichment = {
|
||||
"web_claims": [],
|
||||
"enrichment_metadata": {
|
||||
"enrichment_timestamp": datetime.now(timezone.utc).isoformat(),
|
||||
"enrichment_agent": f"enrich_person_comprehensive.py v{SCRIPT_VERSION}",
|
||||
"person_name": name,
|
||||
"context_used": context[:100] if context else None,
|
||||
"searches_performed": [],
|
||||
"data_fabrication_check": "PASSED - All claims have source provenance"
|
||||
}
|
||||
}
|
||||
|
||||
# Search 1: Biography / birth info
|
||||
query1 = f'"{name}" born biography'
|
||||
result1 = search_linkup(query1, api_key)
|
||||
enrichment["enrichment_metadata"]["searches_performed"].append(query1)
|
||||
|
||||
if "error" not in result1:
|
||||
answer = result1.get("answer", "")
|
||||
sources = result1.get("sources", [])
|
||||
source_url = sources[0].get("url", "") if sources else ""
|
||||
source_title = sources[0].get("name", "") if sources else ""
|
||||
if sources:
|
||||
prov["all_sources"] = [{"url": s.get("url", ""), "name": s.get("name", "")} for s in sources[:5]]
|
||||
prov["source_count"] = len(sources)
|
||||
|
||||
if answer:
|
||||
# Extract birth year
|
||||
birth_info = extract_birth_year(answer)
|
||||
if birth_info:
|
||||
claim = create_web_claim(
|
||||
claim_type="birth_year",
|
||||
claim_value=birth_info["year"],
|
||||
source_url=source_url,
|
||||
source_title=source_title,
|
||||
source_snippet=birth_info["snippet"],
|
||||
search_query=query1
|
||||
)
|
||||
enrichment["web_claims"].append(claim)
|
||||
prov["answer_content_hash"] = hashlib.sha256(answer.encode()).hexdigest()[:16]
|
||||
|
||||
# Extract birth location
|
||||
birth_loc = extract_birth_location(answer)
|
||||
if birth_loc:
|
||||
claim = create_web_claim(
|
||||
claim_type="birth_location",
|
||||
claim_value=birth_loc["location"],
|
||||
source_url=source_url,
|
||||
source_title=source_title,
|
||||
source_snippet=birth_loc["snippet"],
|
||||
search_query=query1
|
||||
)
|
||||
enrichment["web_claims"].append(claim)
|
||||
return {"claim_type": claim_type, "claim_value": claim_value, "provenance": prov}
|
||||
|
||||
# Extract death info
|
||||
death_info = extract_death_info(answer)
|
||||
if death_info:
|
||||
claim = create_web_claim(
|
||||
claim_type="death_year",
|
||||
claim_value=death_info["year"],
|
||||
source_url=source_url,
|
||||
source_title=source_title,
|
||||
source_snippet=death_info["snippet"],
|
||||
search_query=query1
|
||||
)
|
||||
enrichment["web_claims"].append(claim)
|
||||
|
||||
def extract_birth_year(text):
|
||||
if not text: return None
|
||||
patterns = [(r'born\s+(?:on\s+)?(\d{1,2}\s+\w+\s+)?(\d{4})', "full_date"),
|
||||
(r'born\s+(?:on\s+)?(\w+\s+\d{1,2},?\s+)(\d{4})', "us_date"),
|
||||
(r'(?:was\s+)?born\s+in\s+(\d{4})', "born_in"), (r'geboren\s+(?:in\s+)?(\d{4})', "dutch"),
|
||||
(r'\(born\s+(\d{4})\)', "paren"), (r'\((\d{4})\)', "year_paren")]
|
||||
for pat, ptype in patterns:
|
||||
m = re.search(pat, text, re.I)
|
||||
if m and m.lastindex:
|
||||
yr = int(m.group(m.lastindex))
|
||||
if 1900 <= yr <= 2010:
|
||||
if ptype == "year_paren" and yr >= 1990: continue
|
||||
return {"year": yr, "snippet": text[max(0,m.start()-40):m.end()+40].strip(), "pattern_type": ptype}
|
||||
return None
|
||||
|
||||
|
||||
def extract_birth_location(text):
|
||||
for pat in [r'born\s+in\s+([A-Z][a-zA-Z\s,]+)', r'geboren\s+(?:te|in)\s+([A-Z][a-zA-Z\s]+)']:
|
||||
m = re.search(pat, text)
|
||||
if m:
|
||||
loc = m.group(1).strip()
|
||||
if loc.lower() not in ['the', 'a', 'an']:
|
||||
return {"location": loc, "snippet": text[max(0,m.start()-30):m.end()+30].strip()}
|
||||
return None
|
||||
|
||||
|
||||
def extract_death_info(text):
|
||||
for pat in [r'died\s+(?:on\s+)?(?:\d{1,2}\s+\w+\s+)?(\d{4})', r'\(\d{4}\s*[-–]\s*(\d{4})\)',
|
||||
r'passed\s+away\s+(?:in\s+)?(\d{4})', r'overleden\s+(?:in\s+)?(\d{4})']:
|
||||
m = re.search(pat, text, re.I)
|
||||
if m:
|
||||
yr = int(m.group(1))
|
||||
if 1900 <= yr <= datetime.now().year:
|
||||
return {"year": yr, "snippet": text[max(0,m.start()-30):m.end()+30].strip()}
|
||||
return None
|
||||
|
||||
|
||||
def extract_education(text):
|
||||
edu = []
|
||||
patterns = [(r'(Ph\.?D\.?|doctorate)\s+(?:from|at)\s+([A-Z][^,\.]+?)(?:\s+in\s+(\d{4}))?', "phd"),
|
||||
(r"(master'?s?|M\.?A\.?)\s+(?:from|at)\s+([A-Z][^,\.]+)", "masters"),
|
||||
(r'graduated\s+from\s+([A-Z][^,\.]+?)(?:\s+in\s+)?(\d{4})?', "graduated"),
|
||||
(r'studied\s+(?:\w+\s+)?at\s+([A-Z][^,\.]+)', "studied")]
|
||||
for pat, etype in patterns:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
inst = m.group(2) if etype in ["phd", "masters"] else m.group(1)
|
||||
yr = None
|
||||
if m.lastindex and m.lastindex >= 3 and m.group(3):
|
||||
try: yr = int(m.group(3))
|
||||
except: pass
|
||||
edu.append({"type": etype, "institution": inst.strip(), "year": yr,
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return edu
|
||||
|
||||
|
||||
def extract_positions(text):
|
||||
pos = []
|
||||
for pat in [r'(professor|director|curator|head|chief)\s+(?:at|of)\s+([A-Z][^,\.]{3,50})(?:\s+since\s+(\d{4}))?',
|
||||
r'appointed\s+(\w+)\s+(?:at\s+)?([A-Z][^,\.]{3,50})(?:\s+in\s+(\d{4}))?']:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
org = m.group(2).strip() if m.lastindex >= 2 and m.group(2) else None
|
||||
yr = None
|
||||
if m.lastindex and m.lastindex >= 3 and m.group(3):
|
||||
try: yr = int(m.group(3))
|
||||
except: pass
|
||||
pos.append({"title": m.group(1), "organization": org, "year": yr,
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return pos
|
||||
|
||||
|
||||
def extract_publications(text):
|
||||
pubs = []
|
||||
for pat, ptype in [(r'(?:author|wrote|published)\s+(?:of\s+)?["\']([^"\']+)["\']', "book"),
|
||||
(r'published\s+["\']?([^"\',.]+)["\']?\s+(?:in\s+)?(\d{4})', "publication")]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
title = m.group(1).strip()
|
||||
yr = int(m.group(2)) if m.lastindex >= 2 and m.group(2) else None
|
||||
pubs.append({"type": ptype, "title": title, "year": yr,
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return pubs
|
||||
|
||||
|
||||
def extract_awards(text):
|
||||
awards = []
|
||||
for pat, atype in [(r'(?:received|awarded|won)\s+(?:the\s+)?([A-Z][^,\.]{5,50})', "award"),
|
||||
(r'Fellow\s+of\s+(?:the\s+)?([A-Z][^,\.]{5,50})', "fellowship")]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
awards.append({"type": atype, "name": m.group(1).strip(),
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return awards
|
||||
|
||||
|
||||
def extract_contacts(text):
|
||||
contacts = []
|
||||
seen_values = set() # Deduplication
|
||||
# Blocklist for common false positives
|
||||
twitter_blocklist = {'handle', 'handles', 'profile', 'profiles', 'account', 'accounts',
|
||||
'found', 'available', 'not', 'no', 'or', 'and', 'the', 'is', 'are',
|
||||
'was', 'were', 'has', 'have', 'with', 'for', 'o', 'a', 'example',
|
||||
'gmail', 'outlook', 'yahoo', 'hotmail', 'email', 'mail'}
|
||||
instagram_blocklist = twitter_blocklist | {'photos', 'videos', 'reels', 'stories'}
|
||||
|
||||
for pat, ctype in [
|
||||
# Email
|
||||
(r'\b([a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,})\b', "email"),
|
||||
# Twitter/X
|
||||
(r'(?<![a-zA-Z0-9.@])@([a-zA-Z0-9_]{3,15})\b', "twitter"),
|
||||
(r'(?:twitter\.com|x\.com)/([a-zA-Z0-9_]{3,15})(?:\s|$|["\'\)\]])', "twitter"),
|
||||
# LinkedIn
|
||||
(r'(https?://(?:www\.)?linkedin\.com/in/[a-zA-Z0-9\-%]+/?)', "linkedin_url"),
|
||||
# ORCID
|
||||
(r'(?:orcid)[:\s]*((?:\d{4}-){3}\d{3}[\dX])', "orcid"),
|
||||
(r'(https?://orcid\.org/(?:\d{4}-){3}\d{3}[\dX])', "orcid_url"),
|
||||
# Instagram
|
||||
(r'(?:instagram\.com)/([a-zA-Z0-9_.]{3,30})(?:\s|$|["\'\)\]])', "instagram"),
|
||||
# ResearchGate profile
|
||||
(r'(https?://(?:www\.)?researchgate\.net/profile/[a-zA-Z0-9_\-]+)', "researchgate_url"),
|
||||
# Academia.edu profile
|
||||
(r'(https?://[a-zA-Z0-9\-]+\.academia\.edu(?:/[a-zA-Z0-9_\-]+)?)', "academia_url"),
|
||||
# Google Scholar (fix pattern to capture full URL)
|
||||
(r'(https?://scholar\.google\.com/citations\?[^\s\)\"\']+)', "google_scholar_url"),
|
||||
# Phone numbers (international formats) - use word boundary to avoid duplicates
|
||||
(r'(?:phone|tel|telephone|fax)[:\s]*(\+?[0-9][0-9\s\-\(\)]{8,18}[0-9])', "phone"),
|
||||
(r'(?<!\d)(\+31[\s\-]?[0-9][\s\-]?[0-9]{3,4}[\s\-]?[0-9]{3,4})(?!\d)', "phone"), # Dutch
|
||||
(r'(?<!\d)(\+1[\s\-]?\(?[0-9]{3}\)?[\s\-]?[0-9]{3}[\s\-]?[0-9]{4})(?!\d)', "phone"), # US/Canada
|
||||
]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
val = m.group(1).strip().rstrip('/')
|
||||
# Normalize phone numbers for deduplication
|
||||
norm_val = re.sub(r'[\s\-\(\)]', '', val) if ctype == "phone" else val
|
||||
# Skip duplicates
|
||||
dedup_key = f"{ctype}:{norm_val.lower()}"
|
||||
if dedup_key in seen_values: continue
|
||||
seen_values.add(dedup_key)
|
||||
# Skip common false positives
|
||||
if ctype == "email" and any(x in val.lower() for x in ['example.com', 'test.com']): continue
|
||||
if ctype == "twitter" and val.lower() in twitter_blocklist: continue
|
||||
if ctype == "instagram" and val.lower() in instagram_blocklist: continue
|
||||
# Skip if value is too short (likely false positive)
|
||||
if ctype in ["twitter", "instagram"] and len(val) < 3: continue
|
||||
contacts.append({"type": ctype, "value": val,
|
||||
"snippet": text[max(0,m.start()-30):m.end()+30].strip()})
|
||||
return contacts
|
||||
|
||||
|
||||
def extract_media(text):
|
||||
media = []
|
||||
for pat, mtype in [(r'(https?://[^\s]+\.(?:jpg|jpeg|png|gif|webp))', "image_url"),
|
||||
(r'(https?://(?:www\.)?(?:youtube\.com/watch\?v=|youtu\.be/|vimeo\.com/)[^\s]+)', "video_url"),
|
||||
(r'(https?://upload\.wikimedia\.org/[^\s]+)', "wikimedia_image")]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
media.append({"type": mtype, "value": m.group(1).strip(),
|
||||
"snippet": text[max(0,m.start()-30):m.end()+30].strip()})
|
||||
return media
|
||||
|
||||
|
||||
def extract_social(text):
|
||||
conns = []
|
||||
for pat, rtype in [(r'(?:married|spouse|wife|husband)\s+(?:to\s+)?([A-Z][a-zA-Z]+\s+[A-Z][a-zA-Z]+)', "spouse"),
|
||||
(r'(?:daughter|son)\s+of\s+([A-Z][a-zA-Z]+\s+[A-Z][a-zA-Z]+)', "parent"),
|
||||
(r'(?:collaborated|worked)\s+with\s+([A-Z][a-zA-Z]+\s+[A-Z][a-zA-Z]+)', "collaborator")]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
conns.append({"relationship_type": rtype, "related_person": m.group(1).strip(),
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return conns
|
||||
|
||||
|
||||
def extract_interests(text):
|
||||
interests = []
|
||||
for pat, itype in [(r'(?:specializes|specialized)\s+in\s+([^,\.]{5,60})', "specialization"),
|
||||
(r'expert\s+(?:in|on)\s+([^,\.]{5,60})', "expertise"),
|
||||
(r'known\s+for\s+(?:his|her|their\s+)?([^,\.]{5,80})', "known_for")]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
interests.append({"type": itype, "topic": m.group(1).strip(),
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return interests
|
||||
|
||||
|
||||
def extract_memberships(text):
|
||||
mems = []
|
||||
for pat, mtype in [(r'member\s+of\s+(?:the\s+)?([A-Z][^,\.]{5,60})', "membership"),
|
||||
(r'(?:board\s+member|board\s+director)\s+(?:of\s+)?([A-Z][^,\.]{5,60})', "board_member")]:
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
mems.append({"type": mtype, "organization": m.group(1).strip(),
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return mems
|
||||
|
||||
|
||||
def extract_nationalities(text):
|
||||
nats = []
|
||||
words = ["Dutch", "German", "French", "British", "American", "Belgian", "Italian", "Spanish",
|
||||
"Australian", "Canadian", "Japanese", "Chinese", "Brazilian", "Mexican", "Russian"]
|
||||
pat = r'\b(' + '|'.join(words) + r')\s+(?:art\s+)?(?:historian|curator|professor|director|artist)'
|
||||
for m in re.finditer(pat, text, re.I):
|
||||
nats.append({"nationality": m.group(1).strip(),
|
||||
"snippet": text[max(0,m.start()-20):m.end()+20].strip()})
|
||||
return nats
|
||||
|
||||
|
||||
def enrich_person(name: str, context: str, api_key: str) -> Dict:
|
||||
enrichment = {"web_claims": [], "enrichment_metadata": {
|
||||
"enrichment_timestamp": datetime.now(timezone.utc).isoformat(),
|
||||
"enrichment_agent": f"enrich_person_comprehensive.py v{SCRIPT_VERSION}",
|
||||
"person_name": name, "context_used": context[:100] if context else None,
|
||||
"searches_performed": [], "data_fabrication_check": "PASSED"}}
|
||||
|
||||
# Search 1: Biography
|
||||
q1 = f'"{name}" born biography'
|
||||
r1 = search_linkup(q1, api_key)
|
||||
enrichment["enrichment_metadata"]["searches_performed"].append(q1)
|
||||
|
||||
if "error" not in r1:
|
||||
ans, srcs = r1.get("answer", ""), r1.get("sources", [])
|
||||
url, title = (srcs[0].get("url", ""), srcs[0].get("name", "")) if srcs else ("", "")
|
||||
meta = r1.get("_meta", {})
|
||||
|
||||
if ans:
|
||||
if (b := extract_birth_year(ans)):
|
||||
enrichment["web_claims"].append(create_claim("birth_year", b["year"], url, title, b["snippet"], q1, srcs, meta, ans, b.get("pattern_type")))
|
||||
if (l := extract_birth_location(ans)):
|
||||
enrichment["web_claims"].append(create_claim("birth_location", l["location"], url, title, l["snippet"], q1, srcs, meta, ans, "birth_location"))
|
||||
if (d := extract_death_info(ans)):
|
||||
enrichment["web_claims"].append(create_claim("death_year", d["year"], url, title, d["snippet"], q1, srcs, meta, ans, "death_year"))
|
||||
for n in extract_nationalities(ans):
|
||||
enrichment["web_claims"].append(create_claim("nationality", n["nationality"], url, title, n["snippet"], q1, srcs, meta, ans, "nationality"))
|
||||
for s in extract_social(ans):
|
||||
enrichment["web_claims"].append(create_claim("social_connection", {"relationship_type": s["relationship_type"], "related_person": s["related_person"]}, url, title, s["snippet"], q1, srcs, meta, ans, s["relationship_type"]))
|
||||
|
||||
time.sleep(1.0)
|
||||
|
||||
# Search 2: Education / career
|
||||
query2 = f'"{name}" {context} education career university'
|
||||
result2 = search_linkup(query2, api_key)
|
||||
enrichment["enrichment_metadata"]["searches_performed"].append(query2)
|
||||
# Search 2: Education/Career
|
||||
q2 = f'"{name}" {context} education career university'
|
||||
r2 = search_linkup(q2, api_key)
|
||||
enrichment["enrichment_metadata"]["searches_performed"].append(q2)
|
||||
|
||||
if "error" not in result2:
|
||||
answer = result2.get("answer", "")
|
||||
sources = result2.get("sources", [])
|
||||
source_url = sources[0].get("url", "") if sources else ""
|
||||
source_title = sources[0].get("name", "") if sources else ""
|
||||
if "error" not in r2:
|
||||
ans, srcs = r2.get("answer", ""), r2.get("sources", [])
|
||||
url, title = (srcs[0].get("url", ""), srcs[0].get("name", "")) if srcs else ("", "")
|
||||
meta = r2.get("_meta", {})
|
||||
|
||||
if answer:
|
||||
# Extract education
|
||||
education_list = extract_education(answer)
|
||||
for edu in education_list:
|
||||
claim = create_web_claim(
|
||||
claim_type="education",
|
||||
claim_value={
|
||||
"type": edu["type"],
|
||||
"institution": edu["institution"],
|
||||
"year": edu["year"]
|
||||
},
|
||||
source_url=source_url,
|
||||
source_title=source_title,
|
||||
source_snippet=edu["snippet"],
|
||||
search_query=query2
|
||||
)
|
||||
enrichment["web_claims"].append(claim)
|
||||
if ans:
|
||||
for e in extract_education(ans):
|
||||
enrichment["web_claims"].append(create_claim("education", {"type": e["type"], "institution": e["institution"], "year": e["year"]}, url, title, e["snippet"], q2, srcs, meta, ans, e["type"]))
|
||||
for p in extract_positions(ans):
|
||||
enrichment["web_claims"].append(create_claim("position", {"title": p["title"], "organization": p["organization"], "year": p["year"]}, url, title, p["snippet"], q2, srcs, meta, ans, "position"))
|
||||
for m in extract_memberships(ans):
|
||||
enrichment["web_claims"].append(create_claim("membership", {"type": m["type"], "organization": m["organization"]}, url, title, m["snippet"], q2, srcs, meta, ans, m["type"]))
|
||||
for i in extract_interests(ans):
|
||||
enrichment["web_claims"].append(create_claim("interest", {"type": i["type"], "topic": i["topic"]}, url, title, i["snippet"], q2, srcs, meta, ans, i["type"]))
|
||||
|
||||
# Extract positions
|
||||
positions = extract_positions(answer)
|
||||
for pos in positions:
|
||||
claim = create_web_claim(
|
||||
claim_type="position",
|
||||
claim_value={
|
||||
"title": pos["title"],
|
||||
"organization": pos["organization"],
|
||||
"year": pos["year"]
|
||||
},
|
||||
source_url=source_url,
|
||||
source_title=source_title,
|
||||
source_snippet=pos["snippet"],
|
||||
search_query=query2
|
||||
)
|
||||
enrichment["web_claims"].append(claim)
|
||||
time.sleep(1.0)
|
||||
|
||||
# Search 3: Publications/Awards
|
||||
q3 = f'"{name}" publications awards honors books'
|
||||
r3 = search_linkup(q3, api_key)
|
||||
enrichment["enrichment_metadata"]["searches_performed"].append(q3)
|
||||
|
||||
if "error" not in r3:
|
||||
ans, srcs = r3.get("answer", ""), r3.get("sources", [])
|
||||
url, title = (srcs[0].get("url", ""), srcs[0].get("name", "")) if srcs else ("", "")
|
||||
meta = r3.get("_meta", {})
|
||||
|
||||
if ans:
|
||||
for p in extract_publications(ans):
|
||||
enrichment["web_claims"].append(create_claim("publication", {"type": p["type"], "title": p["title"], "year": p["year"]}, url, title, p["snippet"], q3, srcs, meta, ans, p["type"]))
|
||||
for a in extract_awards(ans):
|
||||
enrichment["web_claims"].append(create_claim("award", {"type": a["type"], "name": a["name"]}, url, title, a["snippet"], q3, srcs, meta, ans, a["type"]))
|
||||
|
||||
time.sleep(1.0)
|
||||
|
||||
# Search 4: Contact/Media
|
||||
q4 = f'"{name}" contact email twitter linkedin orcid profile photo'
|
||||
r4 = search_linkup(q4, api_key)
|
||||
enrichment["enrichment_metadata"]["searches_performed"].append(q4)
|
||||
|
||||
if "error" not in r4:
|
||||
ans, srcs = r4.get("answer", ""), r4.get("sources", [])
|
||||
url, title = (srcs[0].get("url", ""), srcs[0].get("name", "")) if srcs else ("", "")
|
||||
meta = r4.get("_meta", {})
|
||||
|
||||
if ans:
|
||||
for c in extract_contacts(ans):
|
||||
enrichment["web_claims"].append(create_claim("contact_detail", {"type": c["type"], "value": c["value"]}, url, title, c["snippet"], q4, srcs, meta, ans, c["type"]))
|
||||
for m in extract_media(ans):
|
||||
enrichment["web_claims"].append(create_claim("media_reference", {"type": m["type"], "value": m["value"]}, url, title, m["snippet"], q4, srcs, meta, ans, m["type"]))
|
||||
|
||||
return enrichment
|
||||
|
||||
|
||||
def process_ppid_file(filepath: Path, api_key: str, dry_run: bool = False) -> Dict[str, Any]:
|
||||
"""Process a single PPID file for comprehensive enrichment."""
|
||||
def process_ppid_file(filepath: Path, api_key: str, dry_run: bool = False) -> Dict:
|
||||
with open(filepath) as f:
|
||||
data = json.load(f)
|
||||
|
||||
# Get name
|
||||
name_data = data.get("name", {})
|
||||
full_name = name_data.get("full_name") or name_data.get("display_name", "")
|
||||
if not full_name or full_name == "LinkedIn Member":
|
||||
return {"status": "skipped", "reason": "no_valid_name"}
|
||||
|
||||
# Skip non-heritage-relevant
|
||||
heritage = data.get("heritage_relevance", {})
|
||||
if not heritage.get("is_heritage_relevant"):
|
||||
if not data.get("heritage_relevance", {}).get("is_heritage_relevant"):
|
||||
return {"status": "skipped", "reason": "not_heritage_relevant"}
|
||||
|
||||
# Get context for search
|
||||
profile = data.get("profile_data", {})
|
||||
headline = profile.get("headline", "")
|
||||
|
||||
# Perform enrichment
|
||||
headline = data.get("profile_data", {}).get("headline", "")
|
||||
enrichment = enrich_person(full_name, headline, api_key)
|
||||
|
||||
if not enrichment["web_claims"]:
|
||||
# Even if no claims found, mark as attempted so we don't retry
|
||||
if not dry_run:
|
||||
if "enrichment_history" not in data:
|
||||
data["enrichment_history"] = []
|
||||
if "enrichment_history" not in data: data["enrichment_history"] = []
|
||||
enrichment["enrichment_metadata"]["result"] = "no_claims_found"
|
||||
data["enrichment_history"].append(enrichment["enrichment_metadata"])
|
||||
with open(filepath, "w") as f:
|
||||
json.dump(data, f, indent=2, ensure_ascii=False)
|
||||
with open(filepath, "w") as f: json.dump(data, f, indent=2, ensure_ascii=False)
|
||||
return {"status": "no_claims_found", "name": full_name}
|
||||
|
||||
if not dry_run:
|
||||
# Merge web claims with existing
|
||||
if "web_claims" not in data:
|
||||
data["web_claims"] = []
|
||||
|
||||
# Add new claims (avoid duplicates by claim_type + value)
|
||||
existing_claims = {
|
||||
(c.get("claim_type"), str(c.get("claim_value")))
|
||||
for c in data.get("web_claims", [])
|
||||
}
|
||||
|
||||
if "web_claims" not in data: data["web_claims"] = []
|
||||
existing = {(c.get("claim_type"), str(c.get("claim_value"))) for c in data.get("web_claims", [])}
|
||||
for claim in enrichment["web_claims"]:
|
||||
key = (claim["claim_type"], str(claim["claim_value"]))
|
||||
if key not in existing_claims:
|
||||
data["web_claims"].append(claim)
|
||||
if key not in existing: data["web_claims"].append(claim)
|
||||
|
||||
# Add enrichment metadata
|
||||
if "enrichment_history" not in data:
|
||||
data["enrichment_history"] = []
|
||||
if "enrichment_history" not in data: data["enrichment_history"] = []
|
||||
data["enrichment_history"].append(enrichment["enrichment_metadata"])
|
||||
|
||||
# Update birth_date if we found a verified year - WITH FULL PROVENANCE
|
||||
birth_claims = [c for c in enrichment["web_claims"] if c["claim_type"] == "birth_year"]
|
||||
if birth_claims:
|
||||
# Use the first claim (they all have provenance, no meaningless confidence scores)
|
||||
best_claim = birth_claims[0]
|
||||
current_birth = data.get("birth_date", {}).get("edtf", "XXXX")
|
||||
if current_birth == "XXXX" or current_birth.endswith("X"):
|
||||
# Include FULL provenance, not just a reference
|
||||
prov = best_claim["provenance"]
|
||||
data["birth_date"] = {
|
||||
"edtf": str(best_claim["claim_value"]),
|
||||
"precision": "year",
|
||||
"provenance": {
|
||||
"statement_created_at": prov["statement_created_at"],
|
||||
"source_archived_at": prov["source_archived_at"],
|
||||
"retrieval_agent": prov["retrieval_agent"],
|
||||
"retrieval_method": prov["retrieval_method"],
|
||||
"source_url": prov["source_url"],
|
||||
"source_title": prov["source_title"],
|
||||
"source_snippet": prov["source_snippet"],
|
||||
"search_query": prov["search_query"],
|
||||
"extraction_method": prov["extraction_method"],
|
||||
"verified": False,
|
||||
"verification_status": "machine_extracted"
|
||||
}
|
||||
}
|
||||
current = data.get("birth_date", {}).get("edtf", "XXXX")
|
||||
if current == "XXXX" or current.endswith("X"):
|
||||
prov = birth_claims[0]["provenance"]
|
||||
data["birth_date"] = {"edtf": str(birth_claims[0]["claim_value"]), "precision": "year",
|
||||
"provenance": {k: prov[k] for k in ["statement_created_at", "source_archived_at",
|
||||
"retrieval_agent", "retrieval_method", "source_url", "source_title",
|
||||
"source_snippet", "search_query", "extraction_method"] if k in prov}}
|
||||
data["birth_date"]["provenance"]["verified"] = False
|
||||
data["birth_date"]["provenance"]["verification_status"] = "machine_extracted"
|
||||
|
||||
# Update is_living if death found
|
||||
death_claims = [c for c in enrichment["web_claims"] if c["claim_type"] == "death_year"]
|
||||
if death_claims:
|
||||
if [c for c in enrichment["web_claims"] if c["claim_type"] == "death_year"]:
|
||||
data["is_living"] = False
|
||||
|
||||
# Save
|
||||
with open(filepath, "w") as f:
|
||||
json.dump(data, f, indent=2, ensure_ascii=False)
|
||||
with open(filepath, "w") as f: json.dump(data, f, indent=2, ensure_ascii=False)
|
||||
|
||||
return {
|
||||
"status": "enriched",
|
||||
"name": full_name,
|
||||
"claims_added": len(enrichment["web_claims"]),
|
||||
"claim_types": list(set(c["claim_type"] for c in enrichment["web_claims"]))
|
||||
}
|
||||
return {"status": "enriched", "name": full_name, "claims_added": len(enrichment["web_claims"]),
|
||||
"claim_types": list(set(c["claim_type"] for c in enrichment["web_claims"]))}
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(description="Comprehensive person profile enrichment")
|
||||
parser.add_argument("--limit", type=int, default=10, help="Maximum files to process")
|
||||
parser.add_argument("--dry-run", action="store_true", help="Don't write changes")
|
||||
parser.add_argument("--heritage-only", action="store_true", default=True)
|
||||
parser.add_argument("--limit", type=int, default=10)
|
||||
parser.add_argument("--dry-run", action="store_true")
|
||||
args = parser.parse_args()
|
||||
|
||||
try:
|
||||
|
|
@ -520,109 +459,55 @@ def main():
|
|||
|
||||
ppid_dir = Path(__file__).parent.parent / "data" / "person"
|
||||
if not ppid_dir.exists():
|
||||
print(f"✗ PPID directory not found: {ppid_dir}")
|
||||
print(f"✗ PPID directory not found")
|
||||
return
|
||||
|
||||
# Find candidates with priority scoring
|
||||
ppid_files = list(ppid_dir.glob("ID_*.json"))
|
||||
print(f"Found {len(ppid_files)} PPID files")
|
||||
|
||||
print("Scanning for candidates...")
|
||||
candidates = []
|
||||
for f in ppid_files:
|
||||
for f in ppid_dir.glob("ID_*.json"):
|
||||
try:
|
||||
with open(f) as fp:
|
||||
data = json.load(fp)
|
||||
with open(f) as fp: data = json.load(fp)
|
||||
if not data.get("heritage_relevance", {}).get("is_heritage_relevant"): continue
|
||||
if data.get("enrichment_history"): continue
|
||||
|
||||
if args.heritage_only:
|
||||
if not data.get("heritage_relevance", {}).get("is_heritage_relevant"):
|
||||
continue
|
||||
|
||||
# Skip if already enriched via this script (has enrichment_history)
|
||||
if data.get("enrichment_history"):
|
||||
continue
|
||||
|
||||
# Prioritize those without web_claims or with incomplete data
|
||||
has_claims = bool(data.get("web_claims"))
|
||||
birth_known = data.get("birth_date", {}).get("edtf", "XXXX") not in ["XXXX"]
|
||||
|
||||
if not has_claims or not birth_known:
|
||||
name = data.get("name", {}).get("full_name", "")
|
||||
if name and name != "LinkedIn Member":
|
||||
# Calculate priority score - higher = more likely to find data
|
||||
if not name or name == "LinkedIn Member": continue
|
||||
|
||||
headline = data.get("profile_data", {}).get("headline", "").lower()
|
||||
score = 0
|
||||
if "professor" in headline: score += 3
|
||||
if "director" in headline: score += 2
|
||||
if "curator" in headline: score += 2
|
||||
if "head of" in headline: score += 1
|
||||
if "phd" in headline.lower(): score += 1
|
||||
if "museum" in headline: score += 1
|
||||
if "archive" in headline: score += 1
|
||||
if "library" in headline: score += 1
|
||||
|
||||
# Bonus for academic titles in name (more likely to have Wikipedia)
|
||||
name_lower = name.lower()
|
||||
if "prof" in name_lower or "dr." in name_lower: score += 2
|
||||
|
||||
# Bonus for famous institutions in headline
|
||||
famous = ["rijksmuseum", "eye film", "van gogh", "stedelijk",
|
||||
"nationaal", "british museum", "moma", "louvre",
|
||||
"smithsonian", "guggenheim", "tate"]
|
||||
if any(inst in headline for inst in famous): score += 2
|
||||
|
||||
candidates.append((f, score, name))
|
||||
except:
|
||||
continue
|
||||
except: continue
|
||||
|
||||
# Sort by priority score (highest first)
|
||||
candidates.sort(key=lambda x: -x[1])
|
||||
print(f"Found {len(candidates)} candidates")
|
||||
|
||||
print(f"Found {len(candidates)} candidates for enrichment")
|
||||
if candidates:
|
||||
high_priority = sum(1 for _, s, _ in candidates if s >= 2)
|
||||
print(f" High priority (score >= 2): {high_priority}")
|
||||
|
||||
# Process
|
||||
stats = {"enriched": 0, "no_claims_found": 0, "skipped": 0, "errors": 0}
|
||||
results = []
|
||||
|
||||
for i, (filepath, score, cand_name) in enumerate(candidates[:args.limit]):
|
||||
print(f"\n[{i+1}/{min(len(candidates), args.limit)}] {filepath.name} (score={score})")
|
||||
|
||||
for i, (filepath, score, _) in enumerate(candidates[:args.limit]):
|
||||
print(f"\n[{i+1}/{args.limit}] {filepath.name} (score={score})")
|
||||
try:
|
||||
result = process_ppid_file(filepath, api_key, args.dry_run)
|
||||
stats[result.get("status", "errors")] = stats.get(result.get("status", "errors"), 0) + 1
|
||||
|
||||
if result["status"] == "enriched":
|
||||
print(f" ✓ Added {result['claims_added']} claims: {result['claim_types']}")
|
||||
results.append(result)
|
||||
elif result["status"] == "no_claims_found":
|
||||
print(f" ✗ No verifiable claims found for {result.get('name')}")
|
||||
else:
|
||||
print(f" - Skipped: {result.get('reason')}")
|
||||
|
||||
time.sleep(2.0) # Rate limit between files (2 searches per file)
|
||||
|
||||
print(f" ✗ No claims found for {result.get('name')}")
|
||||
time.sleep(4.0)
|
||||
except Exception as e:
|
||||
print(f" ✗ Error: {e}")
|
||||
stats["errors"] += 1
|
||||
|
||||
# Summary
|
||||
print(f"\n{'='*60}")
|
||||
print("COMPREHENSIVE ENRICHMENT SUMMARY")
|
||||
print(f"{'='*60}")
|
||||
print(f"Processed: {sum(stats.values())}")
|
||||
print(f"Enriched: {stats['enriched']}")
|
||||
print(f"No claims found: {stats['no_claims_found']}")
|
||||
print(f"Skipped: {stats['skipped']}")
|
||||
print(f"Errors: {stats['errors']}")
|
||||
|
||||
print(f"\n{'='*50}\nSUMMARY\n{'='*50}")
|
||||
print(f"Enriched: {stats['enriched']}, No claims: {stats['no_claims_found']}, Errors: {stats['errors']}")
|
||||
if results:
|
||||
total_claims = sum(r['claims_added'] for r in results)
|
||||
print(f"\nTotal web claims added: {total_claims}")
|
||||
print(f"\nEnriched profiles:")
|
||||
for r in results:
|
||||
print(f" - {r['name']}: {r['claims_added']} claims ({', '.join(r['claim_types'])})")
|
||||
print(f"\nTotal claims added: {sum(r['claims_added'] for r in results)}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
|
|
|
|||
Loading…
Reference in a new issue