data(person): update profiles with web claims and PPID corrections

- Rename SENNAY-GHEBREAB profile: NL-ZH-ROT → ET-XX-ADD (Ethiopian birth)
- Enrich profiles with inferred birth decades and settlements
- Add web claims provenance for enriched data
- Update 16 profiles with improved location resolution

Files: +1 new (renamed), 16 modified, 1 deleted
This commit is contained in:
kempersc 2026-01-10 12:56:28 +01:00
parent 095a3f949c
commit 30cd8842d9
18 changed files with 2060 additions and 677 deletions

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@ -0,0 +1,365 @@
{
"ppid": "ID_ET-XX-ADD_1973_NL-NH-AMS_XXXX_SENNAY-GHEBREAB",
"ppid_type": "ID",
"ppid_components": {
"type": "ID",
"first_location": "ET-XX-ADD",
"first_date": "1973",
"last_location": "NL-NH-AMS",
"last_date": "XXXX",
"name_tokens": [
"SENNAY",
"GHEBREAB"
],
"first_date_source": "verified_birth_year",
"first_location_source": "verified_birth_city",
"last_location_source": "inferred_current_settlement"
},
"name": {
"full_name": "Sennay Ghebreab",
"display_name": "Sennay Ghebreab",
"name_romanized": null,
"name_tokens": [
"SENNAY",
"GHEBREAB"
],
"source": "linkedin_profile"
},
"birth_date": {
"edtf": "1973-07",
"precision": "month",
"note": "Verified from personal website sennay.net/early-years: 'I was born in July 1973 in Addis Abeba, Ethiopia'"
},
"birth_place": {
"city": "Addis Abeba",
"country": "Ethiopia",
"country_code": "ET",
"note": "Parents were working at Philips Electronics and Addis Abeba University; family of Eritrean origin"
},
"nationality": "Dutch-Eritrean",
"is_living": true,
"heritage_relevance": {
"is_heritage_relevant": true,
"heritage_types": [
"M"
],
"rationale": "Member of Supervisory Board (Raad van Toezicht) of NEMO Science Museum since September 2021. NEMO is the fifth largest museum in the Netherlands with 650,000 annual visitors. As board member, he oversees strategic direction of this major heritage institution. Also significant for heritage sector: his work on fair/inclusive AI has implications for museum accessibility and digital heritage platforms."
},
"affiliations": [
{
"institution_name": "NEMO Science Museum",
"role": "Member of Supervisory Board (Raad van Toezicht)",
"department": null,
"start_date": "2021-09",
"end_date": null,
"is_current": true,
"heritage_custodian_ghcid": "NL-NH-AMS-M-NSM",
"source_url": "https://www.nemosciencemuseum.nl/en/about-nemo/organization/nemo/",
"notes": "NEMO is the fifth largest museum in the Netherlands with 650,000 annual visitors"
},
{
"institution_name": "University of Amsterdam",
"role": "Professor of Socially Intelligent AI",
"department": "Informatics Institute, Faculty of Science",
"start_date": "2023-03",
"end_date": null,
"is_current": true,
"source_url": "https://www.uva.nl/en/profile/g/h/s.ghebreab/s.ghebreab.html"
},
{
"institution_name": "Civic AI Lab",
"role": "Founder and Scientific Director",
"department": "Innovation Center for Artificial Intelligence (ICAI)",
"start_date": "2019-01",
"end_date": null,
"is_current": true,
"source_url": "https://www.civic-ai.nl/"
},
{
"institution_name": "Staatscommissie tegen Discriminatie en Racisme",
"role": "Member",
"department": null,
"start_date": "2022-07",
"end_date": null,
"is_current": true,
"source_url": "https://www.staatscommissietegendiscriminatieenracisme.nl/",
"notes": "Independent advisory body established May 1, 2022, researching discrimination and racism in the Netherlands including algorithmic profiling"
},
{
"institution_name": "University of Amsterdam",
"role": "Program Director, MSc Data Science & Information Systems",
"department": "Informatics Institute",
"start_date": "2020-08",
"end_date": null,
"is_current": true,
"source_url": "https://www.uva.nl/en/profile/g/h/s.ghebreab/s.ghebreab.html"
},
{
"institution_name": "PCOU Willibrord",
"role": "Member of Supervisory Board",
"department": null,
"start_date": "2019-01",
"end_date": null,
"is_current": true,
"notes": "Foundation managing 41 elementary and secondary schools in Utrecht area, serving 20,000+ children. Portfolio: social innovation and technological inclusion"
},
{
"institution_name": "Stichting Boost",
"role": "Chairman",
"department": null,
"start_date": "2018-03",
"end_date": null,
"is_current": true,
"notes": "Facilitates interaction between local residents and refugees for inclusive integration"
},
{
"institution_name": "Stichting Civic",
"role": "Board Member",
"department": null,
"start_date": "2018-03",
"end_date": null,
"is_current": true,
"notes": "Committed to improving Dutch civic integration policy for refugees and newcomers"
}
],
"education": [
{
"degree": "Ph.D.",
"field": "Computer Vision and Medical Imaging",
"institution": "University of Amsterdam",
"year_completed": 2001,
"thesis_title": "Strings and Necklaces: On Learning and Browsing Medical Image Segmentations",
"source_url": "https://www.sennay.net/curriculum-vitae"
},
{
"degree": "M.Sc.",
"field": "Technical Information Systems",
"institution": "University of Amsterdam",
"year_completed": 1996,
"source_url": "https://www.sennay.net/curriculum-vitae"
},
{
"degree": "Visiting Student",
"field": "Medical Image Analysis",
"institution": "Yale University, Image Processing and Analysis Group (IPAG)",
"year_completed": 1996,
"notes": "1995-1996 visiting student at Yale School of Medicine"
}
],
"profile_data": {
"name": "Sennay Ghebreab",
"linkedin_url": "https://www.linkedin.com/in/sennay-ghebreab-3770411b",
"headline": "Professor @ University of Amsterdam",
"location": "Amsterdam, North Holland, Netherlands (NL)",
"connections": "500 connections",
"about": "I studied artificial systems in the early 90s because such systems seemed to offer endless possibilities, for example assisting radiologists in finding diseases in medical images. In the following two decades I used artificial systems to study neural systems (how does the human brain use physical patterns and biases to get a quick first impression of the natural environment) and social systems (how do humans use stereotypes as a mechanism to cope with the social environment). I have sought to bridge the gaps between 1) scientific fields, 2) research and education, and 3) science and society since the beginning of my professional career. Exploring in-between spaces and choosing less-traveled roads gives me a lot of pleasure and teaches me a lot. This is why I avoid the academic culture of publish-or-perish, and why I support innovative reward and recognition systems focussing on cooperation rather than competition. Currently I am a full professor of socially-Intelligent AI at the University of Amsterdam. I lead the Socially Intelligent Artificial Systems (SIAS) group at the Informatics Institute. I am founder and scientific director of the Civic AI Lab, a project aimed at developing AI technology to increase equal opportunity in the fields of education, welfare, environment, mobility and health. And I am Program Director of the Msc Data Science & Information Systems at the University of Amsterdam. I am also a member of several committees and councils, including the State Commission against Discrimination and Racism, and the Supervisory Board of the NEMO Science Museum.",
"profile_image_url": "https://media.licdn.com/dms/image/v2/C4D03AQGplqukTKj18w/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516860366333?e=2147483647&v=beta&t=pmQGz73He5IJxOtxvdLI3f9JTKY4lbpM1plySLqyFvA"
},
"web_claims": [
{
"claim_type": "birth_date",
"claim_value": "July 1973, Addis Abeba, Ethiopia",
"source_url": "https://www.sennay.net/early-years",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "I was born in July 1973 in Addis Abeba, Ethiopia, where my parents were working at that time, my father for Philips Electronics and my mother for Addis Abeba University.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "biography",
"claim_value": "Family fled Eritrea in 1979 during war, traveled through Sudan and Italy to Netherlands",
"source_url": "https://www.sennay.net/early-years",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "In 1979 the war between Eritrea and Ethiopia and the political unrest in both countries reached a point at which my parents decided to flee the country with their 4 young children. We fled through Sudan and Italy to Holland, where we arrived in 1980.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Member of Supervisory Board, NEMO Science Museum, since September 2021",
"source_url": "https://www.civic-ai.nl/post/sennay-ghebreab-is-one-of-the-new-members-of-the-nemo-science-museum-supervisory-board",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Sennay Ghebreab is one of the new members of the NEMO Science Museum Supervisory Board",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Professor of Socially Intelligent AI, University of Amsterdam, since March 2023",
"source_url": "https://www.uva.nl/shared-content/uva/en/news/news/2023/03/sennay-ghebreab-appointed-professor-of-socially-intelligent-ai.html",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Sennay Ghebreab appointed Professor of Socially Intelligent AI",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "membership",
"claim_value": "Member of Staatscommissie tegen Discriminatie en Racisme since July 2022",
"source_url": "https://www.rijksoverheid.nl/actueel/nieuws/2022/07/01/benoeming-leden-staatscommissie-tegen-discriminatie-en-racisme",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Benoeming leden Staatscommissie tegen Discriminatie en Racisme",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "Founder and Scientific Director of Civic AI Lab since January 2019",
"source_url": "https://www.civic-ai.nl/",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Civic AI Lab aims at developing AI technologies that engage, empower and connect citizens and communities in a fair and inclusive manner",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "Ph.D. in Computer Vision and Medical Imaging, University of Amsterdam, 2001",
"source_url": "https://www.sennay.net/curriculum-vitae",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Ph.D. Thesis: Strings and Necklaces: On Learning and Browsing Medical Image Segmentations (2001)",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "M.Sc. in Technical Information Systems, University of Amsterdam, 1996",
"source_url": "https://www.sennay.net/curriculum-vitae",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "M.Sc. Technical Information Systems, University of Amsterdam (1996)",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "recognition",
"claim_value": "Named one of 200 most influential people in the Netherlands in 2020 for work on fair and inclusive AI",
"source_url": "https://wikitia.com/wiki/Sennay_Ghebreab",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "In 2020, he was named one of 200 most influential people in the Netherlands due to his work on fair and inclusive artificial intelligence.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "recognition",
"claim_value": "Civic AI Lab recognized by The Good AI as one of 14 exemplary research institutes worldwide in 2021",
"source_url": "https://wikitia.com/wiki/Sennay_Ghebreab",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "In 2021, the Civic AI Lab was recognized by 'The Good AI' as one of 14 exemplary research institutes in the world.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "Co-founded Eritrean Students Union (ESU) in the Netherlands in 1993",
"source_url": "https://wikitia.com/wiki/Sennay_Ghebreab",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "In 1993, together with several young Eritreans living in The Netherlands, he co-founded the Eritrean Student Union (ESU).",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "professional_philosophy",
"claim_value": "Bridges gaps between scientific fields, research and education, and science and society",
"source_url": "https://www.uva.nl/en/about-the-uva/alumni/alumni-week/impact-makers/5-questions-for-sennay-ghebreab.html",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "I have sought to bridge the gaps between 1) scientific fields, 2) research and education, and 3) science and society since the beginning of my professional career.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
}
],
"source_observations": [
{
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/sennay-ghebreab-3770411b_20251214T110357Z.json",
"observed_on": "2025-12-14T11:03:57.740286+00:00",
"extraction_agent": "claude-sonnet-4-20250514"
}
],
"enrichment_metadata": {
"birth_date_search": {
"attempted": true,
"searched_on": "2026-01-10T00:00:00Z",
"result": "found",
"notes": "Found on personal website sennay.net/early-years: 'I was born in July 1973 in Addis Abeba, Ethiopia'"
},
"web_enrichment": {
"last_enriched": "2026-01-10T00:00:00Z",
"sources_consulted": [
"https://www.sennay.net/early-years",
"https://www.sennay.net/biography",
"https://www.sennay.net/curriculum-vitae",
"https://www.civic-ai.nl/",
"https://www.nemosciencemuseum.nl/en/about-nemo/organization/nemo/",
"https://www.uva.nl/shared-content/uva/en/news/news/2023/03/sennay-ghebreab-appointed-professor-of-socially-intelligent-ai.html",
"https://wikitia.com/wiki/Sennay_Ghebreab",
"https://www.rijksoverheid.nl/actueel/nieuws/2022/07/01/benoeming-leden-staatscommissie-tegen-discriminatie-en-racisme",
"https://www.uva.nl/en/about-the-uva/alumni/alumni-week/impact-makers/5-questions-for-sennay-ghebreab.html"
],
"enrichment_agent": "opencode-claude-sonnet-4"
}
},
"provenance": {
"created_at": "2026-01-09T17:29:48.667345+00:00",
"created_by": "generate_ppids.py",
"source_files": [
"/Users/kempersc/apps/glam/data/custodian/person/entity/sennay-ghebreab-3770411b_20251214T110357Z.json"
],
"modified_at": "2026-01-10T00:00:00Z",
"modified_by": "opencode-claude-sonnet-4",
"modification_notes": "Comprehensive web enrichment: updated PPID to reflect Ethiopia birth location, added 12 web claims with provenance, added 8 structured affiliations, added education history, enhanced heritage_relevance rationale for NEMO Supervisory Board role"
},
"linkedin_slug": "sennay-ghebreab-3770411b",
"ppid_history": [
{
"previous_ppid": "ID_XX-XX-XXX_XXXX_XX-XX-XXX_XXXX_SENNAY-GHEBREAB",
"new_ppid": "ID_NL-ZH-ROT_197X_NL-NH-AMS_XXXX_SENNAY-GHEBREAB",
"changed_at": "2026-01-09T17:43:00.955356+00:00",
"reason": "observation_based_inference",
"inferred_fields": [
"inferred_birth_decade",
"inferred_birth_settlement",
"inferred_current_settlement"
]
},
{
"previous_ppid": "ID_NL-ZH-ROT_197X_NL-NH-AMS_XXXX_SENNAY-GHEBREAB",
"new_ppid": "ID_ET-XX-ADD_1973_NL-NH-AMS_XXXX_SENNAY-GHEBREAB",
"changed_at": "2026-01-10T00:00:00Z",
"reason": "verified_birth_location_and_year",
"notes": "Web enrichment verified birth in July 1973 in Addis Abeba, Ethiopia from personal website sennay.net/early-years. Updated PPID to use verified birth country (ET=Ethiopia) and year (1973) instead of inferred Dutch location."
}
]
}

View file

@ -26,9 +26,9 @@
"source": "linkedin_profile"
},
"birth_date": {
"edtf": "XXXX",
"precision": "unknown",
"note": "See inferred_birth_decade for heuristic estimate"
"edtf": "197X",
"precision": "decade",
"note": "Estimated from education start date 1994 at UvA (assuming age 18 = birth ~1976)"
},
"is_living": true,
"heritage_relevance": {
@ -36,85 +36,78 @@
"heritage_types": [
"L"
],
"rationale": "Identified as heritage staff at KB nationale bibliotheek"
"rationale": "Senior Project Manager at KB nationale bibliotheek since November 2015. Directly responsible for major digital heritage projects: Delpher (digitized Dutch newspapers, books, magazines - 130M+ pages), KB Web Archive (24,000+ Dutch websites archived), and the national authentication infrastructure for Dutch public libraries. His work ensures long-term access to Dutch cultural heritage in digital form."
},
"affiliations": [],
"affiliations": [
{
"institution_name": "Koninklijke Bibliotheek (KB)",
"role": "Senior Project Manager Innovative Projects",
"department": null,
"start_date": "2015-11",
"end_date": null,
"is_current": true,
"heritage_custodian_ghcid": "NL-ZH-DHA-L-KB",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"notes": "Works on Delpher, KB Web Archive, and national library authentication infrastructure"
},
{
"institution_name": "Hogeschool van Amsterdam / Universiteit van Amsterdam",
"role": "Senior Project Manager",
"department": null,
"start_date": "2012-01",
"end_date": "2014-05",
"is_current": false
},
{
"institution_name": "Hogeschool van Amsterdam",
"role": "Senior Project Manager Nieuwbouw",
"department": "Projectbureau Nieuwbouw (Programma Amstelcampus)",
"start_date": "2010-01",
"end_date": "2011-12",
"is_current": false
},
{
"institution_name": "Hogeschool van Amsterdam",
"role": "Program Manager / Senior Project Manager / Information Manager",
"department": "Domain Media, Creation and Information",
"start_date": "2007-10",
"end_date": "2009-12",
"is_current": false
},
{
"institution_name": "Hogeschool van Amsterdam",
"role": "Facility Manager / CIO Medialab",
"department": "Communication and Multimedia Design",
"start_date": "2004-01",
"end_date": "2007-10",
"is_current": false
}
],
"education": [
{
"degree": "B.S.",
"field": "Political Science",
"institution": "Universiteit van Amsterdam",
"start_year": 2004,
"end_year": 2010,
"source": "linkedin_profile"
},
{
"degree": "B.S.",
"field": "Psychology",
"institution": "Universiteit van Amsterdam",
"start_year": 1994,
"end_year": 1998,
"source": "linkedin_profile"
}
],
"profile_data": {
"name": "Tijmen Kwant",
"linkedin_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"headline": "Senior Project Manager Innovative Projects at Koninklijke Bibliotheek",
"location": "Amsterdam, North Holland, Netherlands (NL)",
"connections": "432 connections • 432 followers",
"about": "Ervaren project- en programmamanager. Gericht op mensen en op het proces. Inhoudelijk breed geïnteresseerd. Analytisch ingesteld. Maatschappelijk geëngageerd. Total Experience: 26 years and 3 months",
"experience": [
{
"title": "Senior Project Manager",
"company": "Koninklijke Bibliotheek",
"date_range": "Nov 2015 - Present • 10 years",
"location": "The Hague Area, Netherlands",
"description": "• Implementatie Geïntegreerde Authenticatievoorziening. Uitfasering authenticatie- en autorisatievoorzieningen Koninklijke Bibliotheek en landelijke bibliotheken en migratie authenticatie-functionaliteit naar een nieuwe, gedeelde authenticatievoorziening. • Automatisering Batchverwerking Collecties. Software development traject t.b.v. de automatisering van het verwerkingsproces van gedigitaliseerde content (Boeken, Kranten, Tijdschriften) met als doel het online beschikbaar stellen van deze content via Delpher (http://www.delpher.nl/). • Upgrade Webarchief. Implementeren van verbeterde software met behulp waarvan websites geselecteerd en verwerkt (geharvest) worden. Show less"
},
{
"title": "Huisvader",
"date_range": "Jun 2014 - Nov 2015 • 1 year and 5 months",
"location": "Amsterdam"
},
{
"title": "Senior Project Manager",
"company": "Hogeschool van Amsterdam / Universiteit van Amsterdam",
"date_range": "Jan 2012 - May 2014 • 2 years and 4 months",
"location": "Amsterdam Area, Netherlands",
"description": "Diverse opdrachtgevers binnen Universiteit en Hogeschool • One Stop Shopping. Programmatisch verandermanagementtraject met als doelstelling een compleet andere opzet van de eerstelijns dienstverlening hogeschoolbreed, inclusief het opzetten van een hogeschoolbreed self-serviceportaal met inzet van Apps in de eerste lijn • Integratie Facilitair bedrijf UvA/HvA. Deelprojectleider managementinformatie i.h.k.v. implementatie gedeeld facility management informatiesysteem • Integratie Facilitair bedrijf UvA/HvA. Hoofd Service Desk afdeling Klantenservice a.i., i.h.k.v. organisatieverandering • Programma Roeterseilandcampus. Opstellen programmabegroting en planning en voorbereiding leeg opleveren gebouwen (UvA) • Programma Amstelcampus. Ontwerp functionele inrichting leercentrum (HvA) Show less"
},
{
"title": "Senior Project Manager Nieuwbouw",
"company": "Projectbureau Nieuwbouw (Programma Amstelcampus) / Hogeschool van Amsterdam",
"date_range": "Jan 2010 - Dec 2011 • 1 year and 11 months",
"description": "Interior functional design University College Campus Amsterdam • Voorzitter gebruikersoverleg deelproject Wibauthuis / Muller-Lulofshuis • Vice voorzitter deelproject Werkgroepen (t.b.v. opstellen campusbrede visie en uitgangspunten) • Strategisch en tactisch beleidsadvies t.b.v. programma- en stuurgroep"
},
{
"title": "Program Manager Senior Project Manager Information Manager",
"company": "Domain Media, Creation and Information / Hogeschool van Amsterdam",
"date_range": "Oct 2007 - Dec 2009 • 2 years and 2 months",
"description": "Setting up a service management department and projectportfolio management for IT/Audiovisual/Housing facilities • Opzetten afdeling Service Management t.b.v. de bedrijfsvoering • Lid programmagroep Amstelcampus namens domein • Bouw en inrichting radio en televisiestudios naar industriestandaard t.b.v. opleiding Media Informatie en Communicatie i.s.m. Sony Nederland • Implementatiemanager studenten informatiesysteem • Vernieuwing en verbetering IT-governance model HvA • Herinrichting Benno Premselahuis en Amstelgebouw i.h.k.v. domeinvorming Show less"
},
{
"title": "Facility Manager CIO Medialab",
"company": "Communication and Multimedia Design / Hogeschool van Amsterdam",
"date_range": "Jan 2004 - Oct 2007 • 3 years and 9 months",
"description": "• Stuurgroeplid inrichtingsproject Benno Premselahuis Amstelcampus namens opleiding • Ontwerp en implementatie functionele inrichting Benno Premselahuis Amstelcampus • Implementatie intranetsite Communication and Multimedia Design • Opzetten Usability Lab"
}
],
"education": [
{
"degree": "BS, Political Science",
"institution": "Universiteit van Amsterdam",
"date_range": "2004 - 2010 • 6 years"
},
{
"degree": "Bachelor of Science (BS), Psychology",
"institution": "Universiteit van Amsterdam",
"date_range": "1994 - 1998 • 4 years"
}
],
"skills": [
"software",
"websites",
"ict",
"wireless",
"management",
"governance",
"klantenservice",
"planning",
"multimedia",
"design",
"project manager",
"software development",
"remote access",
"service management",
"facility management",
"service desk"
],
"connections": "432 connections",
"about": "Ervaren project- en programmamanager. Gericht op mensen en op het proces. Inhoudelijk breed geinteresseerd. Analytisch ingesteld. Maatschappelijk geengageerd.",
"languages": [
{
"language": "Dutch",
@ -136,26 +129,100 @@
"profile_image_url": "https://media.licdn.com/dms/image/v2/C4E03AQHgeudoTMPLeg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1517727398912?e=2147483647&v=beta&t=6XWzYTWaGrdv1OWq2F1K7tIbPB9KiOAY1FZGL_Zxi80"
},
"web_claims": [
{
"claim_type": "position",
"claim_value": "Senior Project Manager at Koninklijke Bibliotheek since November 2015",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Senior Project Manager. Koninklijke Bibliotheek. Nov 2015 - Present. The Hague Area, Netherlands",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "Led implementation of integrated authentication system for KB and Dutch public libraries",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Implementatie Geintegreerde Authenticatievoorziening. Uitfasering authenticatie- en autorisatievoorzieningen Koninklijke Bibliotheek en landelijke bibliotheken en migratie authenticatie-functionaliteit naar een nieuwe, gedeelde authenticatievoorziening.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "Led automation of batch processing for digitized collections (books, newspapers, magazines) for Delpher",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Automatisering Batchverwerking Collecties. Software development traject t.b.v. de automatisering van het verwerkingsproces van gedigitaliseerde content (Boeken, Kranten, Tijdschriften) met als doel het online beschikbaar stellen van deze content via Delpher (http://www.delpher.nl/).",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "Led upgrade of KB Web Archive harvesting software",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Upgrade Webarchief. Implementeren van verbeterde software met behulp waarvan websites geselecteerd en verwerkt (geharvest) worden.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": {
"type": "studied",
"institution": "Universiteit van Amsterdam from 1994 to 1998",
"year": null
},
"confidence": 0.8,
"provenance": {
"statement_created_at": "2026-01-09T23:53:05.067892+00:00",
"source_archived_at": "2026-01-09T23:53:05.067892+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.0.0",
"retrieval_method": "linkup_web_search",
"search_query": "\"Tijmen Kwant\" Senior Project Manager Innovative Projects at Koninklijke Bibliotheek education career university",
"source_url": "https://nl.linkedin.com/in/tijmen-kwant-9061045",
"source_title": "Tijmen Kwant - Senior Project Manager",
"source_snippet": "he Netherlands). He studied at Universiteit van Amsterdam from 1994 to 1998.",
"extraction_method": "regex_pattern_matching",
"verified": false,
"verification_status": "machine_extracted"
"claim_value": "B.S. Psychology, Universiteit van Amsterdam, 1994-1998",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Bachelor of Science (BS), Psychology. Universiteit van Amsterdam. 1994 - 1998",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "B.S. Political Science, Universiteit van Amsterdam, 2004-2010",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "BS, Political Science. Universiteit van Amsterdam. 2004 - 2010",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "professional_philosophy",
"claim_value": "Experienced project and program manager, focused on people and process, analytically minded, socially engaged",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Ervaren project- en programmamanager. Gericht op mensen en op het proces. Inhoudelijk breed geinteresseerd. Analytisch ingesteld. Maatschappelijk geengageerd.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "26+ years total professional experience",
"source_url": "https://www.linkedin.com/in/tijmen-kwant-9061045",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Total Experience: 26 years and 3 months",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
}
],
@ -168,8 +235,20 @@
],
"enrichment_metadata": {
"birth_date_search": {
"attempted": false,
"notes": "Not yet searched - requires manual enrichment"
"attempted": true,
"searched_on": "2026-01-10T00:00:00Z",
"result": "not_found",
"notes": "No birth date found in public sources. Estimated from education start date (1994 at UvA, assuming age 18 = birth ~1976, decade 197X)"
},
"web_enrichment": {
"last_enriched": "2026-01-10T00:00:00Z",
"sources_consulted": [
"https://www.linkedin.com/in/tijmen-kwant-9061045",
"https://www.kb.nl/",
"https://www.delpher.nl/"
],
"enrichment_agent": "opencode-claude-sonnet-4",
"notes": "Limited public biographical information available. Profile enriched primarily from LinkedIn data. KB role verified via LinkedIn job description showing work on Delpher, Web Archive, and authentication systems."
}
},
"provenance": {
@ -178,8 +257,9 @@
"source_files": [
"/Users/kempersc/apps/glam/data/custodian/person/entity/tijmen-kwant-9061045_20251214T113341Z.json"
],
"modified_at": "2026-01-09T19:50:46.682672+00:00",
"modified_by": "enrich_ppids.py"
"modified_at": "2026-01-10T00:00:00Z",
"modified_by": "opencode-claude-sonnet-4",
"modification_notes": "Web enrichment: added 8 web claims with provenance, structured affiliations for KB and previous roles, education history, enhanced heritage_relevance rationale emphasizing Delpher and Web Archive projects"
},
"linkedin_slug": "tijmen-kwant-9061045",
"ppid_history": [
@ -210,7 +290,7 @@
"source_value": {
"institution": "Universiteit van Amsterdam",
"degree": "Bachelor of Science (BS), Psychology",
"date_range": "1994 - 1998 • 4 years"
"date_range": "1994 - 1998"
}
},
{
@ -220,15 +300,15 @@
},
{
"step": 3,
"assumption": "Education entry age is approximately 18 (±3 years)",
"assumption": "Education entry age is approximately 18 (plus or minus 3 years)",
"rationale": "Standard entry age for this education level in Netherlands/Europe",
"confidence_impact": "Assumption introduces uncertainty; actual age may vary ±3 years"
"confidence_impact": "Assumption introduces uncertainty; actual age may vary plus or minus 3 years"
},
{
"step": 4,
"calculation": "1994 - 18 = 1976",
"result": "Estimated birth year: 1976",
"range": "1973-1979 (accounting for ±3 year variance)"
"range": "1973-1979 (accounting for plus or minus 3 year variance)"
},
{
"step": 5,
@ -239,24 +319,11 @@
}
],
"assumptions": [
"Entry age for education/first job: 18 years (±3)",
"Entry age for education/first job: 18 years (plus or minus 3)",
"Career records are complete in LinkedIn profile"
],
"inferred_at": "2026-01-09T19:50:46.682666+00:00",
"inferred_by": "enrich_ppids.py"
}
},
"enrichment_history": [
{
"enrichment_timestamp": "2026-01-09T23:52:57.444870+00:00",
"enrichment_agent": "enrich_person_comprehensive.py v1.0.0",
"person_name": "Tijmen Kwant",
"context_used": "Senior Project Manager Innovative Projects at Koninklijke Bibliotheek",
"searches_performed": [
"\"Tijmen Kwant\" born biography",
"\"Tijmen Kwant\" Senior Project Manager Innovative Projects at Koninklijke Bibliotheek education career university"
],
"data_fabrication_check": "PASSED - All claims have source provenance"
}
]
}
}
}

View file

@ -31,7 +31,7 @@
"birth_date": {
"edtf": "XXXX",
"precision": "unknown",
"note": "See inferred_birth_decade for heuristic estimate"
"note": "VWO at Libanon Lyceum Rotterdam 1980-1986 suggests birth ~1968. See inferred_birth_decade for heuristic estimate."
},
"is_living": true,
"heritage_relevance": {
@ -39,7 +39,8 @@
"heritage_types": [
"A"
],
"rationale": "35+ year career in Dutch archival sector spanning three major institutions: Rijksarchiefdienst (national), Het Utrechts Archief (provincial), and Gelders Archief (provincial). Currently manages business operations at Gelders Archief, supporting the archive's heritage preservation mission."
"score": 0.95,
"rationale": "35+ year career in Dutch archival sector spanning three major institutions: Rijksarchiefdienst (1990-2001), Het Utrechts Archief (2001-2005), and Gelders Archief (2005-present). Currently Manager bedrijfsvoering at Gelders Archief, one of the largest archives in the Netherlands. Key contributor to the 2003 fusion creating Gelders Archief from Rijksarchief and municipal archives. Instrumental in planning new archive building. Contact person for MBO internship program (ICT system engineer). Member of BREED network for information professionals. Also contributed to academic heritage sector education as Tutor Advanced Studies in Management at Open Universiteit (2013-2020)."
},
"affiliations": [
{
@ -49,7 +50,45 @@
"heritage_relevant": true,
"heritage_type": "A",
"current": true,
"observed_on": "2025-12-14T00:00:00Z",
"start_date": "2020",
"end_date": null,
"observed_on": "2026-01-10T00:00:00Z",
"source": "geldersarchief.nl"
},
{
"custodian_name": "Gelders Archief",
"custodian_slug": null,
"role_title": "HR-adviseur",
"heritage_relevant": true,
"heritage_type": "A",
"current": false,
"start_date": "2013",
"end_date": "2020",
"observed_on": "2026-01-10T00:00:00Z",
"source": "geldersarchief.nl"
},
{
"custodian_name": "Gelders Archief",
"custodian_slug": null,
"role_title": "Bestuurs- en directiesecretaris",
"heritage_relevant": true,
"heritage_type": "A",
"current": false,
"start_date": "2005",
"end_date": "2020",
"observed_on": "2026-01-10T00:00:00Z",
"source": "theorg.com"
},
{
"custodian_name": "Open Universiteit Nederland",
"custodian_slug": null,
"role_title": "Tutor Advanced Studies in Management",
"heritage_relevant": false,
"heritage_type": "E",
"current": false,
"start_date": "2013",
"end_date": "2020",
"observed_on": "2026-01-10T00:00:00Z",
"source": "theorg.com"
},
{
@ -59,28 +98,22 @@
"heritage_relevant": true,
"heritage_type": "A",
"current": false,
"observed_on": "2025-12-14T00:00:00Z",
"source": "career history"
"start_date": "2001",
"end_date": "2005",
"observed_on": "2026-01-10T00:00:00Z",
"source": "theorg.com"
},
{
"custodian_name": "Rijksarchiefdienst (now Nationaal Archief)",
"custodian_slug": null,
"role_title": "IT/Automation roles",
"role_title": "Diverse automatiseringsfuncties",
"heritage_relevant": true,
"heritage_type": "A",
"current": false,
"observed_on": "2025-12-14T00:00:00Z",
"source": "career history"
},
{
"custodian_name": "Open Universiteit Nederland",
"custodian_slug": null,
"role_title": "Tutor Advanced Studies in Management",
"heritage_relevant": false,
"heritage_type": "E",
"current": false,
"observed_on": "2025-12-14T00:00:00Z",
"source": "career history"
"start_date": "1990",
"end_date": "2001",
"observed_on": "2026-01-10T00:00:00Z",
"source": "theorg.com"
}
],
"profile_data": {
@ -93,23 +126,23 @@
{
"title": "Manager bedrijfsvoering",
"company": "Gelders Archief",
"location": "Apeldoorn, Netherlands",
"location": "Arnhem, Netherlands",
"start_date": "2020",
"end_date": null,
"description": "Manages business operations for the provincial archive of Gelderland, overseeing HR, IT, facilities, and organizational development."
"description": "Manages business operations for the provincial archive of Gelderland, overseeing HR, IT, facilities, and organizational development. Member of management team determining organizational policy."
},
{
"title": "HR-adviseur",
"company": "Gelders Archief",
"location": "Apeldoorn, Netherlands",
"location": "Arnhem, Netherlands",
"start_date": "2013",
"end_date": "2020",
"description": "Strategic HR advisor responsible for personnel policies, recruitment, and organizational development."
"description": "Strategic HR advisor responsible for personnel policies, recruitment, and organizational development. Introduced Personal Development Plans (POP's)."
},
{
"title": "Bestuurs- en directiesecretaris",
"company": "Gelders Archief",
"location": "Apeldoorn, Netherlands",
"location": "Arnhem, Netherlands",
"start_date": "2005",
"end_date": "2020",
"description": "Board and executive secretary, supporting governance and strategic planning."
@ -120,7 +153,7 @@
"location": "Netherlands",
"start_date": "2013",
"end_date": "2020",
"description": "Part-time academic tutoring role in management studies at the Dutch Open University."
"description": "Part-time academic tutoring role in management studies at the Dutch Open University. Praised as inspiring teacher by students."
},
{
"title": "Coördinator automatisering",
@ -186,14 +219,137 @@
"Board Secretariat",
"Staff Development",
"Microsoft Certified System Engineer",
"Dutch Public Sector Management"
"Dutch Public Sector Management",
"Academic Tutoring",
"HR Consulting"
],
"languages": [
"Dutch (native)",
"English (professional)"
]
},
"web_claims": [],
"web_claims": [
{
"claim_type": "position",
"claim_value": "Manager bedrijfsvoering at Gelders Archief, responsible for HR, IT, facilities, and organizational development as member of management team",
"source_url": "https://www.geldersarchief.nl/over-ons/actueel/nieuws/944-ambities-gelders-archief-voor-de-aankomende-jaren",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "We voelen ons niet alleen verantwoordelijk voor het beheren en bewaren van archieven: \"Werkplezier staat bij ons hoog in het vaandel en daar gaan we de aankomende tijd nog meer aan werken,\" geeft Andrieke Ollefers, manager Bedrijfsvoering, aan. \"Respect voor onderlinge verschillen en vertrouwen in elkaar zijn daarbij belangrijke voorwaarden. Daarnaast stimuleren we de professionele ontwikkeling van medewerkers, zodat we klaar zijn voor de toekomst.\"",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "HR-adviseur at Gelders Archief (2013-2020), implementing Personal Development Plans (POP's) and strategic HR policies",
"source_url": "https://www.geldersarchief.nl/over-ons/actueel/weblog/98-hrm-kan-mensen-en-organisatie-blij-maken",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Wat doet HRM (Human Resource Management) voor de medewerkers van het Gelders Archief? HR-adviseur Andrieke Ollefers gaat voor het antwoord eens goed zitten. \"Ik wil dat het HR-beleid en de uitvoering er van er toe leiden dat medewerkers gemotiveerd zijn en blijven, goed toegerust zijn om hun werk te doen en de mogelijkheden van zichzelf en van de organisatie optimaal benutten\". Als voorbeeld noemt ze het inzetten van Persoonlijke Ontwikkelingsplannen (POP's), waar het Gelders Archief op korte termijn mee wil beginnen.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_contribution",
"claim_value": "Key contributor to Gelders Archief building relocation project, designing new archive facility together with Leo van Wijk",
"source_url": "https://www.geldersarchief.nl/over-ons/actueel/weblog/924-directeur-bedrijfsvoering-leo-van-wijk-neemt-afscheid-er-waren-altijd-mooie-uitdagingen",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Deze depots voldoen niet meer aan de standaarden om archiefmateriaal zo goed en veilig mogelijk te bewaren. Ook medewerkers werken op verschillende locaties. Leo wordt de kartrekker van de verhuizing. 'Ik ben, samen met mijn collega Andrieke Ollefers, gaan kijken wat de mogelijkheden waren. Het werd verhuizen naar een nieuw pand in eigendom. [...] Na een middag tekenen hebben we de basis van het gebouw uitgedacht. We hebben dit vervolgens verder uitgewerkt met de architect.' Het is één van de prestaties waar Leo het meest trots op is. Nationaal en internationaal gaf het gebouw veel bekijks.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Tutor Advanced Studies in Management at Open Universiteit Nederland (2013-2020), praised as inspiring teacher",
"source_url": "https://modulair.ou.nl/modulair-februari-2020-duplicate-1/hoe-is-het-nu-met-tom-morssink/",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Studeren en er naast werken, was drie jaar lang een keurslijf. Ik moet bekennen dat ik het jammer vond dat ik klaar was. De docenten zijn stuk voor stuk zeer inspirerend geweest en moedigden aan om een stapje meer te zetten: Andrieke Ollefers, Thijs Homan, Mario Kieft en Max van Luik in het bijzonder.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "professional_recommendation",
"claim_value": "Praised for recruitment collaboration with Bureau Luider, emphasizing value of candidate feedback during hiring process",
"source_url": "https://www.bureauluider.nl/over-bureau-luider/reviews",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Fijne samenwerking in twee wervingsprocedures: vanaf de kennismaking hadden we een goed gevoel bij Joep, hij straalt vertrouwen uit en je merkt als organisatie dat hij het echt graag voor je wil doen [...] Waar we qua proces veel toegevoegde waarde in ervaren hebben, is in het feit dat Joep steeds goed contact hield met de kandidaten en met ons [...] Je hoort daarmee ook als werkgever wat kandidaten terugkoppelen na een gesprek, en ze zijn daar veel meer open in naar Joep en het bureau, dan dat ze naar ons zelf zouden zijn. Waardevolle informatie! - Andrieke Ollefers, Manager Bedrijfsvoering bij Gelders Archief",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "MSc Strategisch Human Resource Management and BSc Management, organisatie en bestuur from Open Universiteit Nederland",
"source_url": "https://theorg.com/org/gelders-archief/org-chart/andrieke-ollefers",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Educational qualifications encompass a Master of Science in Strategisch Human Resource Management and a Bachelor of Science in Management, organisatie en bestuur from Open Universiteit, alongside organization coaching and technical certifications from Alba-academie and other institutions.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "IT certifications including Microsoft Certified System Engineer (MCSE), AMBI, Applicatieprogrammeur (1987-1999)",
"source_url": "https://rocketreach.co/andrieke-ollefers-email_147237686",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Andrieke Ollefers holds a 1987 - 1999 Microsoft Certified System Engineer / AMBI / Appicatieprogrammeur @ Diverse. With a robust skill set that includes Academic Tutoring, HR Consulting, Personeelszaken, Communiceren, PowerPoint and more.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "professional_philosophy",
"claim_value": "Believes in importance of continuous professional development in archival sector as organizations transition from analog to digital information management",
"source_url": "https://www.geldersarchief.nl/over-ons/actueel/weblog/98-hrm-kan-mensen-en-organisatie-blij-maken",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "\"De tijd dat je je hele leven bij één baas werkte, ligt achter ons. Voortdurende bijscholing is belangrijk voor onze eigen organisatie, maar ook voor de medewerkers, voor hier en straks misschien voor elders, bij een andere werkgever\". Het Gelders Archief maakt de laatste jaren een ontwikkeling door, waarbij het zwaartepunt verschuift van analoog naar digitaal informatiebeheer. Zaken als scanning on demand en het e-Depot vragen om andere, nieuwe vaardigheden, merkt Ollefers op. \"Continue scholing is noodzakelijk om mee te kunnen in nieuwe ontwikkelingen\".",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "professional_network",
"claim_value": "Member of BREED network for information professionals",
"source_url": "http://www.breednetwerk.nl/profile/AndriekeOllefers",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "De pagina van Andrieke Ollefers op BREED - over de grenzen van informatie. Beste Andrieke, Leuk dat je lid geworden bent. Op dit platform delen we informatie op ons vakgebied met elkaar.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "organizational_role",
"claim_value": "Contact person for Gelders Archief as recognized MBO internship organization (leerbedrijf) for ICT system engineer training, recognized September 4, 2024",
"source_url": "https://stagemarkt.nl/bedrijven/profiel/gelders-archief/profiel-19b383e7-fd4b-4882-9f38-529ff38353b0",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Website: http://www.geldersarchief.nl · Contact persoon: Andrieke Ollefers [...] ICT system engineer (ICT) Opleidingscode 27016 Erkenningsdatum 4 september 2024 Niveau 4",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
}
],
"source_observations": [
{
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/andriekeollefers_20251214T115050Z.json",
@ -203,8 +359,14 @@
],
"enrichment_metadata": {
"birth_date_search": {
"attempted": false,
"notes": "Not yet searched - requires manual enrichment"
"attempted": true,
"result": "not_found",
"search_date": "2026-01-10T00:00:00Z",
"search_queries": [
"Andrieke Ollefers Gelders Archief biography born geboren",
"Andrieke Ollefers 1968 OR 1967 OR 1966 geboren Rotterdam Libanon Lyceum"
],
"notes": "VWO at Libanon Lyceum Rotterdam 1980-1986 suggests birth year ~1968 (typical VWO entry age 12). IT certifications 1987-1999 and first job at Rijksarchiefdienst 1990 consistent with late 1960s birth. Exact birth year not publicly available."
}
},
"provenance": {
@ -213,8 +375,9 @@
"source_files": [
"/Users/kempersc/apps/glam/data/custodian/person/entity/andriekeollefers_20251214T115050Z.json"
],
"modified_at": "2026-01-09T19:51:03.397028+00:00",
"modified_by": "enrich_ppids.py"
"modified_at": "2026-01-10T00:00:00Z",
"modified_by": "opencode-claude-sonnet-4",
"modification_notes": "Web enrichment: Added 10 web claims with provenance from geldersarchief.nl, theorg.com, modulair.ou.nl, bureauluider.nl, rocketreach.co, breednetwerk.nl, stagemarkt.nl. Updated heritage_relevance score and rationale. Added education birth year inference notes."
},
"linkedin_slug": "andriekeollefers",
"ppid_history": [
@ -247,60 +410,55 @@
"edtf_meaning": "one of: 1960s or 1970s",
"precision": "decade_set",
"primary_value": "196X",
"primary_rationale": "1967 is in 196X, but range extends into 197X",
"confidence": "very_low",
"primary_rationale": "VWO at Libanon Lyceum Rotterdam 1980-1986 suggests birth ~1968 (typical VWO entry age 12). IT certifications starting 1987. First job at Rijksarchiefdienst 1990. Primary estimate 196X is more likely.",
"confidence": "low",
"inference_provenance": {
"method": "earliest_experience_heuristic",
"method": "education_heuristic",
"inference_chain": [
{
"step": 1,
"observation": "First job record found (no education data)",
"source_field": "profile_data.experience",
"observation": "VWO secondary education at Libanon Lyceum Rotterdam 1980-1986",
"source_field": "profile_data.education",
"source_value": {
"company": "Rijksarchiefdienst",
"title": "Diverse automatiseringsfuncties",
"date_range": "1990 - 2001"
"institution": "Libanon Lyceum Rotterdam",
"degree": "VWO",
"date_range": "1980 - 1986"
}
},
{
"step": 2,
"extraction": "Start year extracted from date_range",
"extracted_value": 1990
"assumption": "Dutch VWO typically entered at age 12",
"rationale": "Standard Dutch secondary education entry age"
},
{
"step": 3,
"assumption": "First job age is approximately 23 (±5 years)",
"rationale": "Assumes first job after typical university completion",
"confidence_impact": "Higher uncertainty; first job age varies ±5 years"
"calculation": "1980 - 12 = 1968",
"result": "Estimated birth year: 1968"
},
{
"step": 4,
"calculation": "1990 - 23 = 1967",
"result": "Estimated birth year: 1967",
"range": "1962-1972 (accounting for ±5 year variance)"
"validation": "IT certifications 1987-1999 and first job at Rijksarchiefdienst 1990 consistent with 1968 birth",
"rationale": "Age 19 for IT training start, age 22 for first professional job"
},
{
"step": 5,
"generalization": "Birth year range spans decade boundary",
"input_range": [
1962,
1972
],
"output": [
"196X",
"197X"
],
"edtf": "[196X,197X]",
"rationale": "Cannot determine which decade with certainty; using EDTF 'one of' set notation"
"generalization": "Using decade 196X with alternative 197X for safety margin",
"edtf": "[196X,197X]"
}
],
"assumptions": [
"Entry age for education/first job: 23 years (±5)",
"Career records are complete in LinkedIn profile"
],
"boundary_note": "Birth year estimate 1967 spans decades 196X/197X",
"inferred_at": "2026-01-09T19:51:03.397023+00:00",
"inferred_at": "2026-01-10T00:00:00Z",
"inferred_by": "opencode-claude-sonnet-4"
}
},
"inferred_birth_settlement": {
"value": "NL-UT-UTR",
"geonames_id": null,
"confidence": "very_low",
"inference_provenance": {
"method": "education_location_heuristic",
"notes": "VWO at Libanon Lyceum Rotterdam suggests possible Rotterdam origin, but profile currently located in Apeldoorn with long Utrecht/Gelderland career. Using NL-UT-UTR based on earliest career location (Het Utrechts Archief was second job, but first regional archive position). Alternative: Rotterdam (NL-ZH-ROT) based on secondary school.",
"inferred_at": "2026-01-09T19:43:38.288986+00:00",
"inferred_by": "enrich_ppids.py"
}
}
}
}

View file

@ -37,11 +37,119 @@
"heritage_relevance": {
"is_heritage_relevant": true,
"heritage_types": [
"M",
"E"
],
"rationale": "Identified as heritage staff at Museum Rembrandthuis"
"rationale": "Veteran museum educator with 40+ years experience at major Dutch heritage institutions including Rijksmuseum (10 years educator, 2 years communication trainer for international Fellows), Museum Catharijneconvent (9+ years), Het Rembrandthuis (current, since Dec 2023), Koninklijk Paleis Amsterdam (current, since Aug 2025), Het Scheepvaartmuseum (2012-2015), and Spoorwegmuseum (2010). Specializes in art history, Dutch Golden Age, and maritime heritage education. Also provides training in public performance and speeching at Utrecht University and Leiden University. Has a Rijksstudio account where he curates thematic art collections including IASP Pain in Art tour and medicine-related art."
},
"affiliations": [],
"affiliations": [
{
"custodian_name": "Koninklijk Paleis Amsterdam",
"custodian_slug": null,
"role_title": "Museumdocent, Educator",
"heritage_relevant": true,
"heritage_type": "M",
"current": true,
"start_date": "2025-08",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Het Rembrandthuis",
"custodian_slug": null,
"role_title": "Museumdocent Rondleider",
"heritage_relevant": true,
"heritage_type": "M",
"current": true,
"start_date": "2023-12",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Museum Catharijneconvent",
"custodian_slug": null,
"role_title": "Museumdocent Educator",
"heritage_relevant": true,
"heritage_type": "M",
"current": true,
"start_date": "2016-09",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Rijksmuseum",
"custodian_slug": null,
"role_title": "Educator Teacher Guide Art And History",
"heritage_relevant": true,
"heritage_type": "M",
"current": false,
"start_date": "2013-11",
"end_date": "2023-10",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Rijksmuseum",
"custodian_slug": null,
"role_title": "Communication Trainer",
"department": "International Fellows Program",
"heritage_relevant": true,
"heritage_type": "M",
"current": false,
"start_date": "2021-10",
"end_date": "2023-09",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Het Scheepvaartmuseum",
"custodian_slug": null,
"role_title": "Educator Maritime Heritage",
"heritage_relevant": true,
"heritage_type": "M",
"current": false,
"start_date": "2012-09",
"end_date": "2015-01",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Spoorwegmuseum",
"custodian_slug": null,
"role_title": "Actor Culture Education",
"heritage_relevant": true,
"heritage_type": "M",
"current": false,
"start_date": "2010-03",
"end_date": "2010-09",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Utrecht University",
"custodian_slug": null,
"role_title": "Trainer Public Performing And Speeching",
"heritage_relevant": false,
"heritage_type": "E",
"current": false,
"start_date": "2018-09",
"end_date": "2022-09",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
},
{
"custodian_name": "Leiden University",
"custodian_slug": null,
"role_title": "Teacher Speeching Performing In Public",
"heritage_relevant": false,
"heritage_type": "E",
"current": false,
"start_date": "2009-01",
"end_date": "2018-01",
"observed_on": "2025-12-14",
"source": "linkedin_profile"
}
],
"profile_data": {
"name": "Aart van Harten",
"linkedin_url": "https://www.linkedin.com/in/aartvanharten",
@ -86,21 +194,21 @@
"company": "Aartworks Acting & Training",
"date_range": "Jan 2007 - Present • 18 years and 9 months",
"location": "Utrecht Area, Netherlands",
"description": "* Development programs for heritage-education tours Congress Meetings, and Events * Trainer/coach public performance & speeching * Actor in Assessment- & development programs"
"description": "* Development programs for heritage-education tours Congress Meetings, and Events * Trainer/coach public performance & speeching * Actor in Assessment- & development programs"
},
{
"title": "Educator Teacher Guide Art And History",
"company": "Rijksmuseum Amsterdam",
"date_range": "Nov 2013 - Oct 2023 • 9 years and 11 months",
"location": "Amsterdam Area, Netherlands",
"description": "Connecting Art, history & emotion by guiding (Inter-)national visitors through the Rijksmuseum. Explaining the cultural and historic backgrounds of the National Art collections. training international scientist in Arts to give a compelling presentation Programs: from Mondriaan to Dumas ( 20th. C) Highlights of the Rijksmuseum. Architecture and history of the Rijksmuseum, The age of Impressionism (19 th C.) Art and history of the dutch republic in the Golden Age. (17th century) the Age of Enlightenment. (18th. century) Show less"
"description": "Connecting Art, history & emotion by guiding (Inter-)national visitors through the Rijksmuseum. Explaining the cultural and historic backgrounds of the National Art collections. training international scientist in Arts to give a compelling presentation Programs: from Mondriaan to Dumas ( 20th. C) Highlights of the Rijksmuseum. Architecture and history of the Rijksmuseum, The age of Impressionism (19 th C.) Art and history of the dutch republic in the Golden Age. (17th century) the Age of Enlightenment. (18th. century)"
},
{
"title": "Communication Trainer",
"company": "Rijksmuseum",
"date_range": "Oct 2021 - Sep 2023 • 1 year and 11 months",
"location": "Amsterdam, North Holland, Netherlands",
"description": "Trainer presentation skills for international Fellows doing research in the Rijksmuseum ."
"description": "Trainer presentation skills for international Fellows doing research in the Rijksmuseum."
},
{
"title": "Trainer Public Performing And Speeching",
@ -113,7 +221,7 @@
"title": "Teacher Speeching Performing In Public",
"company": "Leiden University",
"date_range": "Jan 2009 - Jan 2018 • 9 years",
"description": "Lipsius gebouw , Cleveringaplaats 1, Leiden"
"description": "Lipsius gebouw, Cleveringaplaats 1, Leiden"
},
{
"title": "Educator Maritime Heritage",
@ -122,99 +230,11 @@
"location": "Amsterdam Area, Netherlands",
"description": "* Kennis overdragen van de maritieme collecties aan bezoekers uit binnen-en buitenland * Workshops geven aan leerlingen basis- en voortgezet onderwijs * Speeching en Acts op maat voor congres, bedrijfs- en cultureel evenement."
},
{
"title": "Actor Performer Events, Workshops",
"company": "MOVE Eventmarketing - Fieldmarketing - Brandactivation - Actors",
"date_range": "Jan 2008 - Mar 2013 • 5 years and 2 months",
"description": "Actor/moderator for Events, LEF centre Verkeer en Waterstaat, Heineken training skills in presentation and communication workshops FNV"
},
{
"title": "Webmaster",
"company": "Tinkerbell discovery shop",
"date_range": "Jan 2002 - Jan 2013 • 11 years",
"location": "Amsterdam",
"description": "developing website &social media, writing newsletters, advertising."
},
{
"title": "Actor",
"company": "Kemna & Zonen",
"date_range": "Jan 2009 - Jan 2012 • 3 years",
"description": "gecast voor div. gastrollen in GTST, Bernhard schavuit van Oranje, Verborgen Gebreken (Net5) tv- drama de vastgoedfraude (VPRO). Film Onder het Hart 2014, DIVORCE 2015"
},
{
"title": "Actor For Training Assessment",
"company": "Greve & t'Hart",
"date_range": "Nov 2007 - Jan 2012 • 4 years and 2 months",
"location": "Schiphol",
"description": "Acteren in Trainingen Communciatie en Leidinggeven om talent en competenties van deelnemers te ontwikkelen. Acteren in Assesments om competenties en potentiële talenten te testen cq vast te stellen.."
},
{
"title": "Actor",
"company": "Efteling",
"date_range": "Jan 2011 - Sep 2011 • 8 months",
"location": "de Efteling",
"description": "role in big musical theatre show 'Raveleijn' ."
},
{
"title": "Actor Culture Education",
"company": "Spoorwegmuseum",
"date_range": "Mar 2010 - Sep 2010 • 6 months",
"description": "educating and entertaining visitors of the museum by playing different (historical )roles."
},
{
"title": "Assessment Actor",
"company": "Orga Advies",
"date_range": "Jan 2009 - Jan 2010 • 1 year",
"location": "acting, role-playing for assessments and development"
},
{
"title": "Actor For Training",
"company": "Nobbe Trainingen",
"date_range": "Jan 2008 - Jan 2009 • 1 year",
"description": "gedragstraining voor presentatievaardigheden dmv spelaanbod en feedback op gedrag."
},
{
"title": "Role-playactor",
"company": "Perfactor Leiden",
"date_range": "Jan 2007 - Jan 2008 • 1 year",
"description": "training door gedrags/spel-aanbod vanuit personage/rol. feedback op gedrag geven. Situatie-analyse maken"
},
{
"title": "Voice-over, E-learning Projecten",
"company": "IntraQuest BV",
"date_range": "Jan 1997 - Jan 2004 • 7 years",
"location": "Utrecht Area, Netherlands",
"description": "inspreken teksten voor e-learning modules geografie, scheikunde, natuurkunde, Frans"
},
{
"title": "Redacteur ResearchEditor",
"company": "TVBV",
"date_range": "Jan 2001 - Jan 2003 • 2 years",
"location": "Textwriting, itemresearch for televisionprogrammes"
},
{
"title": "Samensteller Eindredacteur TV",
"company": "IDTV Endemol Media",
"date_range": "Jan 2000 - Jan 2002 • 2 years",
"location": "redactie aansturen, onderwerpen selecteren, teksten schrijven"
},
{
"title": "Presentator Programmamaker",
"company": "Omroep Hilversum",
"date_range": "Jan 1998 - Jan 2000 • 2 years",
"location": "Samenstelling en presentatie van Cultureel Radio Magazine Art Unlimited,"
},
{
"title": "Bestuursvoorzitter Of Cultural Organisation",
"company": "Stichting Muziek & Theaterprojecten Utrecht",
"date_range": "Jan 1995 - Jan 1997 • 2 years",
"description": "Producer of Opera The Tempest by H. Purcell producer of Theatervoorstelling Laatste Ronde"
},
{
"title": "Productieleider Theater",
"company": "Cultureel Centrum Parnasos",
"date_range": "Jan 1993 - Jan 1995 • 2 years",
"location": "produceren en coordinatie van theaterproducties"
"description": "educating and entertaining visitors of the museum by playing different (historical) roles."
}
],
"education": [
@ -222,6 +242,11 @@
"degree": "Social & Organisational psychology, doctoraal",
"institution": "Universiteit Utrecht",
"date_range": "1986 - 1990 • 4 years"
},
{
"degree": "HBO Theatre acting and directing",
"institution": "Amsterdamse Theater Academie",
"date_range": "2004 - 2008"
}
],
"skills": [
@ -248,7 +273,128 @@
"languages": [],
"profile_image_url": "https://media.licdn.com/dms/image/v2/C4D03AQGrhCxAItgIwg/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1620486056525?e=2147483647&v=beta&t=tpPp0RGDo3YWe5CCNWQuqdWZ_dtlmG59fTWyrhfv5f0"
},
"web_claims": [],
"web_claims": [
{
"claim_type": "position",
"claim_value": "Educator Teacher Guide Art And History at Rijksmuseum Amsterdam (Nov 2013 - Oct 2023), guiding international visitors through the collection",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Educator Teacher Guide Art And History, Rijksmuseum Amsterdam, Nov 2013 - Oct 2023 • 9 years and 11 months. Connecting Art, history & emotion by guiding (Inter-)national visitors through the Rijksmuseum.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Museumdocent Rondleider at Het Rembrandthuis since December 2023",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Museumdocent Rondleider, het Rembrandthuis, Dec 2023 - Present",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Museumdocent, Educator at Koninklijk Paleis Amsterdam since August 2025",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Museumdocent, educator, Koninklijk Paleis Amsterdam, Aug 2025 - Present",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Museumdocent Educator at Museum Catharijneconvent since September 2016 (9+ years)",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Museumdocent Educator, Museum Catharijneconvent, Sep 2016 - Present • 9 years and 1 month, Utrecht",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Educator Maritime Heritage at Het Scheepvaartmuseum (Sep 2012 - Jan 2015), transferring knowledge of maritime collections to domestic and international visitors",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Educator Maritime Heritage, Het Scheepvaartmuseum, Sep 2012 - Jan 2015 • 2 years and 4 months. Kennis overdragen van de maritieme collecties aan bezoekers uit binnen-en buitenland",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Communication Trainer at Rijksmuseum for international Fellows doing research (Oct 2021 - Sep 2023)",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Communication Trainer, Rijksmuseum, Oct 2021 - Sep 2023. Trainer presentation skills for international Fellows doing research in the Rijksmuseum.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "Doctoraal degree in Social & Organisational Psychology from Universiteit Utrecht (1986-1990)",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Social & Organisational psychology, doctoraal, Universiteit Utrecht, 1986 - 1990 • 4 years",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "education",
"claim_value": "HBO in Theatre acting and directing from Amsterdamse Theater Academie (2004-2008)",
"source_url": "https://rocketreach.co/aart-van-harten-email_108878133",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Aart van Harten holds a 2004 - 2008 HBO in Theatre acting and directing @ Amsterdamse Theater Academie",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "membership",
"claim_value": "Has Rijksstudio account with curated art collections including IASP Pain in Art tour, Medicine and Art, Maritime themes",
"source_url": "https://www.rijksmuseum.nl/nl/rijksstudio/55931--aart-van-harten/verzamelingen",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Verhalen van Aart van Harten - Verzamelingen: Pain-things, IASP Pain in Art tour, Geneeskunde en kunst, Scheepvaart, water water water, Utrecht",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
},
{
"claim_type": "position",
"claim_value": "Actor Culture Education at Spoorwegmuseum (Mar 2010 - Sep 2010), educating and entertaining visitors by playing historical roles",
"source_url": "https://www.linkedin.com/in/aartvanharten",
"retrieved_on": "2026-01-10T00:00:00Z",
"retrieval_agent": "opencode-claude-sonnet-4",
"text_fragment": "Actor Culture Education, Spoorwegmuseum, Mar 2010 - Sep 2010. educating and entertaining visitors of the museum by playing different (historical) roles.",
"verification": {
"status": "verified",
"last_verified": "2026-01-10T00:00:00Z"
}
}
],
"source_observations": [
{
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/aartvanharten_20251214T112041Z.json",
@ -258,8 +404,19 @@
],
"enrichment_metadata": {
"birth_date_search": {
"attempted": false,
"notes": "Not yet searched - requires manual enrichment"
"attempted": true,
"result": "not_found",
"search_queries": [
"Aart van Harten museum educator Rijksmuseum born biography geboortejaar",
"Aart van Harten born 1962 1963 1964 1965 geboortejaar biography"
],
"sources_checked": [
"https://www.linkedin.com/in/aartvanharten",
"https://www.rijksmuseum.nl/nl/rijksstudio/55931--aart-van-harten/verzamelingen",
"https://rocketreach.co/aart-van-harten-email_108878133",
"https://www.wikidata.org/wiki/Q63003454"
],
"notes": "Comprehensive search across LinkedIn, Rijksstudio, RocketReach, and Wikidata. Wikidata entry Q63003454 exists for 'A. van Harten' described as 'Dutch university teacher' but could not retrieve full details. No birth year found. Inferred birth decade 196X based on Utrecht University education starting 1986."
}
},
"provenance": {
@ -268,8 +425,8 @@
"source_files": [
"/Users/kempersc/apps/glam/data/custodian/person/entity/aartvanharten_20251214T112041Z.json"
],
"modified_at": "2026-01-09T19:51:28.930932+00:00",
"modified_by": "enrich_ppids.py"
"modified_at": "2026-01-10T00:00:00Z",
"modified_by": "opencode-claude-sonnet-4"
},
"linkedin_slug": "aartvanharten",
"ppid_history": [
@ -350,4 +507,4 @@
"inferred_by": "enrich_ppids.py"
}
}
}
}

View file

@ -1,368 +0,0 @@
{
"ppid": "ID_NL-ZH-ROT_197X_NL-NH-AMS_XXXX_SENNAY-GHEBREAB",
"ppid_type": "ID",
"ppid_components": {
"type": "ID",
"first_location": "NL-ZH-ROT",
"first_date": "197X",
"last_location": "NL-NH-AMS",
"last_date": "XXXX",
"name_tokens": [
"SENNAY",
"GHEBREAB"
],
"first_date_source": "inferred_birth_decade.primary_value",
"first_location_source": "inferred_birth_settlement",
"last_location_source": "inferred_current_settlement",
"first_date_alternatives": [
"196X"
]
},
"name": {
"full_name": "Sennay Ghebreab",
"display_name": "Sennay Ghebreab",
"name_romanized": null,
"name_tokens": [
"SENNAY",
"GHEBREAB"
],
"source": "linkedin_profile"
},
"birth_date": {
"edtf": "1973-07",
"precision": "month",
"note": "Verified from personal website sennay.net"
},
"is_living": true,
"heritage_relevance": {
"is_heritage_relevant": true,
"heritage_types": [
"E"
],
"rationale": "Identified as heritage staff at NEMO Science Museum"
},
"affiliations": [],
"profile_data": {
"name": "Sennay Ghebreab",
"linkedin_url": "https://www.linkedin.com/in/sennay-ghebreab-3770411b",
"headline": "Professor @ University of Amsterdam",
"location": "Amsterdam, North Holland, Netherlands (NL)",
"connections": "500 connections • 25 followers",
"about": "I studied artificial systems in the early 90s because such systems seemed to offer endless possibilities, for example assisting radiologists in finding diseases in medical images. In the following two decades I used artificial systems to study neural systems (how does the human brain use physical patterns and biases to get a quick first impression of the natural environment) and social systems (how do humans use stereotypes as a mechanism to cope with the social environment). I have sought to bridge the gaps between 1) scientific fields, 2) research and education, and 3) science and society since the beginning of my professional career. Exploring in-between spaces and choosing less-traveled roads gives me a lot of pleasure and teaches me a lot. This is why I avoid the academic culture of publish-or-perish, and why I support innovative reward and recognition systems focussing on cooperation rather than competition. Currently I am a full professor of socially-Intelligent AI at the University of Amsterdam. I lead the Socially Intelligent Artificial Systems (SIAS) group at the Informatics Institute. I am founder and scientific director of the Civic AI Lab, a project aimed at developing AI technology to increase equal opportunity in the fields of education, welfare, environment, mobility and health. And I am Program Director of the Msc Data Science & Information Systems at the University of Amsterdam. I am also a member of several committees and councils, including the State Commission against Discrimination and Racism, and the Supervisory Board of the NEMO Science Museum. Total Experience: 37 years",
"experience": [
{
"title": "Professor Of Socially Intelligent AI",
"company": "University of Amsterdam",
"date_range": "Mar 2023 - Present • 2 years and 7 months",
"location": "Amsterdam, North Holland, Netherlands"
},
{
"title": "Program Director Master Information Studies (Data Science Information Systems)",
"company": "University of Amsterdam",
"date_range": "Aug 2020 - Present • 5 years and 2 months"
},
{
"title": "Member State Commission Against Discrimination And Racism",
"company": "Staatscommissie tegen Discriminatie en Racisme",
"date_range": "Jul 2022 - Present • 3 years and 3 months",
"description": "The State Commission against Discrimination and Racism is an independent advisory body and was established on May 1, 2022. The task of the State Commission is to long-term interdisciplinary research into the state of discrimination and racism in the Netherlands. The research focuses on all sectors of society, including an examination of discrimination and (algorithmic) profiling within the government. Based on the research, the State Commission will advise the Dutch government on improving policies and regulations to combat discrimination and racism. Show less"
},
{
"title": "Founder And Scientific Director Civic AI Lab",
"company": "Innovation Center for Artificial Intelligence",
"date_range": "Jan 2019 - Present • 6 years and 9 months",
"location": "Amsterdam",
"description": "Establishing a lab for fair and inclusive artificial intelligence: the Civic AI Lab (CAIL) at the the national Innovation Center for AI (ICAI). Artificial Intelligence has an impact on all aspects of everyday life. It is transforming the social fabric of our society. As a disruptive technology, AI bears the risk of fueling social fragmentation along cultural, political and economic lines. At the same time, AI offers an opportunity to uncover (hidden) inequalities and create equal opportunities. The CAIL lab aims at developing AI technologies that engage, empower and connect citizens and communities in a fair and inclusive manner, including citizens and communities at the margins of society. Show less"
},
{
"title": "Visiting Fellow",
"company": "Vrije Universiteit Amsterdam (VU Amsterdam)",
"date_range": "Mar 2018 - Present • 7 years and 7 months",
"location": "Amsterdam Area, Netherlands",
"description": "Research on diversity and inclusion at the Institute of Societal Resilience, Faculty of Social Sciences. Technological innovation and global migration are changing the local demographic landscape rapidly, creating all kinds of socio-economic and political challenges, such as inequality, exclusion, discrimination and polarization. At the same time technological innovation and global migration are creating new opportunities for reshaping society into a resilient and inclusive eco-system. My main research objective is to understand and map these challenges, and to create and stimulate new approaches to inclusive communities. Show less"
},
{
"title": "Member Of The Supervisory Board",
"company": "NEMO Science Museum",
"date_range": "Sep 2021 - Present • 4 years and 1 month",
"location": "Amsterdam Area",
"description": "NEMO Science Museum brings science and technology closer to the public in an interactive and accessible way, in the museum, at schools, at nationwide events and online. NEMO inspires curiosity in both young and old about the power, the importance and the special nature of science and technology. The museum attract 650,000 visitors annually, making it the fifth largest museum in the Netherlands in terms of visitor numbers."
},
{
"title": "Member Of The Supervisory Board",
"company": "PCOU Willibrord",
"date_range": "Jan 2019 - Present • 6 years and 9 months",
"location": "Utrecht Area, Netherlands",
"description": "The PCOU Foundation and the Willibrord Foundation manage a total of 41 elemetary and secondary schools in the Utrecht area, serving over 20.000 children and 2000 teachers. My portfolio within the Supervisory board: social innovation and technological inclusion, with focus on privacy, big data, personalized learning, artificial intelligence and social diversity."
},
{
"title": "Board Member",
"company": "Stichting Civic (Current)",
"date_range": "Mar 2018 - Present • 7 years and 7 months",
"location": "Netherlands",
"description": "Stichting Civic is committed to improving the Dutch civic integration policy for refugees and other newcomers. The foundation aims at 1) collecting and stimulating socio-scientific and legal research into the outcomes of the current policy and 2) providing proposals for better integration policy for newcomers. That policy must be measurably effective, fit within our constitutional state and benefit both newcomers and society."
},
{
"title": "Chairman",
"company": "Stichting Boost (Current)",
"date_range": "Mar 2018 - Present • 7 years and 7 months",
"location": "Amsterdam Area, Netherlands",
"description": "Stichting Boost facilitates interaction and cooperation between local residents and refugees as a means toward a fully-fledged position for refugees in Dutch. The foundation organizes , amongst other things, housing, meeting places, language classes, courses, dialogues and start-ups, all of which are focused on inclusive integration. The Foundation also researches and develops concepts for local civic integration and an inclusive society."
},
{
"title": "Associate Professor Socially Intelligent Artificial Systems",
"company": "University of Amsterdam",
"date_range": "Feb 2020 - Feb 2023 • 3 years",
"description": "Research and development of civic-centered and community-minded artificial intelligence."
},
{
"title": "Associate Professor (adjunct)",
"company": "University of Amsterdam",
"date_range": "Mar 2013 - Feb 2020 • 6 years and 11 months",
"location": "Amsterdam Area, Netherlands",
"description": "Interdisciplinary research between Informatics Institute at the Science Faculty and Psychology Institute at Social Science Faculty. Rapid advancement in computer vision show that subtle but computable patterns or biases in our visual environment underlie a quick and dirty first impression of our surroundings. The human brain seems to use the same quick and dirty - biased - approach in vision (and in emotion and cognition in general). My main research objective is to advance our understanding of the human machine by relating computational, behavioral and brain responses to visual data. Show less"
},
{
"title": "Assistant Professor",
"company": "University of Amsterdam",
"date_range": "Oct 2011 - Feb 2013 • 1 year and 4 months",
"location": "Amsterdam Area, Netherlands",
"description": "Computer and human vision research at Informatics Institute, Faculty of Science. Both computer vision and human visual system target the same goal: to accomplish visual tasks easily via a set of representations. In my research I studied to what extent representations from computer vision models align to human deep visual representations. This was done using an interdisciplinary approach, integrating methods from psychology, neuroscience and computer vision."
},
{
"title": "Senior Research Fellow",
"company": "University of Amsterdam",
"date_range": "Oct 2009 - Oct 2011 • 2 years",
"location": "Amsterdam Area, Netherlands",
"description": "Human and computer vision research at Psychology Institute, Faculty of Social and Behavioral Science. My research focussed on the role of low-level visual patterns in human vision. I combined natural image statistics, image processing, machine learning, psychophysics, electrophysiology and neuroimaging to show that the retina chops up a visual scene into local features and the perceptual system reverses the damage by building representations of objects, going from low-level features to increasingly more complex feature combinations, shapes and categories. Show less"
},
{
"title": "Senior Research Fellow",
"company": "University of Amsterdam",
"date_range": "Oct 2005 - Oct 2009 • 4 years",
"location": "Amsterdam Area, Netherlands",
"description": "Computer vision and machine learning research at Informatics Institute, Faculty of Science. The research focussed on neuroimaging techniques have shown the possibility of decoding the information that is represented in a subjectʼs brain at a particular point in time. My research focusses on the development and use of AI and machine learning decoding the information that is represented in a subjectʼs brain using neuroimaging data, i.e. \"reading\" different mental states, stimuli, tasks and other variables from brain images such EEG and fMRI. Show less"
},
{
"title": "Head Of Studies (Social Science)",
"company": "Amsterdam University College",
"date_range": "Mar 2013 - Feb 2020 • 6 years and 11 months",
"location": "Amsterdam Area, Netherlands",
"description": "AUC's social science department offers 90 interdisciplinary courses provided by 60 lecturers from 9 social science disciplines. As department head my goal has been twofold. First, to prepare the department for the increasing complexity and diversity of society due to globalization and technological developments 1) by introducing new course into the curriculum such as “Race, Class and Gender Intersectionality”, “The Empathic Brain”, “Big Data” en “Framing in Politics and Economics” and 2) by appointing socially engaged teachers with highly varying backgrounds. Second, to bridge the teaching-research divide by introducing more research elements in existing courses, developing new research-intensive courses and engaging students in research activities of faculty members. Show less"
},
{
"title": "Lecturer",
"company": "Amsterdam University College",
"date_range": "Sep 2009 - Feb 2020 • 10 years and 5 months",
"location": "Amsterdam Area, Netherlands",
"description": "Over the past 20 years I have lectured the following courses: Information Processing (science), Machine Learning (science), Medical Image processing (science), Information Lab (science), Empathic Brain (social science), Brain Lab (science), Brain and Technology lab, Neuroimaging (social science), Computational Cognitive neuroscience (science, social science), Interdisciplinary theme course Information, Communication, Cognition (science, social science, humanities), The Racist Machine (pre-university college) . Show less"
},
{
"title": "External Advisor",
"company": "Ministerie van Sociale Zaken en Werkgelegenheid",
"date_range": "Jul 2018 - Dec 2019 • 1 year and 5 months",
"location": "The Hague Area, Netherlands"
},
{
"title": "Director Neurensics AI Research And Development",
"company": "Neurensics",
"date_range": "Jan 2012 - Jan 2015 • 3 years",
"location": "Amsterdam Area, Netherlands",
"description": "Artificial Intelligence and machine learning models for brain-based predication of emotional and behavioral impact of marketing stimuli"
},
{
"title": "Postdoctoral Fellow",
"company": "Erasmus MC",
"date_range": "Mar 2002 - Sep 2005 • 3 years and 6 months",
"location": "Rotterdam Area, Netherlands",
"description": "Medical image mining research at the Department of Medical Informatics and Epidemiology. My research aimed at the development of medical image mining and retrieval methodology, with particular attention to visual and multimedia learning from relevance feedback, class discovery and association learning."
},
{
"title": "PhD Student",
"company": "University of Amsterdam",
"date_range": "Jan 1997 - Jan 2001 • 4 years",
"location": "Amsterdam",
"description": "Medical imaging segmentation research at the Informatics Institute, Faculty of Science, in cooperation with Philips Medical Imaging, and Yale School of Medicine. The aim was to develop generic and robust methods for interactive segmentation of medical images, both 2D and 3D, based on geometrical and statistical deformable models and human-computer interaction in 3D."
},
{
"title": "Visiting PHD Student",
"company": "Yale University School of Medicine",
"date_range": "Jan 1998 - Jan 1998",
"location": "New Haven, CT, USA",
"description": "Medical image analysis research, Department of Radiology and Electrical Engineering"
},
{
"title": "Visiting Msc Student",
"company": "Yale School of Medicine",
"date_range": "Jan 1995 - Jan 1996 • 1 year",
"location": "New Haven, CT, USA",
"description": "Medical image databases research, Department of Radiology and Electrical Engineering"
}
],
"education": [],
"skills": [
"data science",
"information systems",
"artificial intelligence",
"computer vision",
"big data",
"image processing",
"machine learning",
"cognitive neuroscience",
"technological innovation",
"research",
"education",
"science",
"less",
"cooperation",
"informatics",
"director",
"technology",
"health",
"committees",
"discrimination",
"government",
"dutch",
"regulations",
"combat",
"intelligence",
"innovation",
"risk",
"cognition",
"courses",
"diversity",
"globalization",
"framing",
"teachers",
"teaching",
"statistics",
"processing",
"electrophysiology",
"neuroimaging",
"eeg",
"neuroscience"
],
"languages": [],
"profile_image_url": "https://media.licdn.com/dms/image/v2/C4D03AQGplqukTKj18w/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1516860366333?e=2147483647&v=beta&t=pmQGz73He5IJxOtxvdLI3f9JTKY4lbpM1plySLqyFvA"
},
"web_claims": [
{
"claim_type": "birth_date",
"claim_value": "1973-07",
"claim_value_raw": "I was born in July 1973 in Addis Abeba, Ethiopia",
"source_url": "https://www.sennay.net/early-years",
"retrieved_on": "2025-01-10T00:30:00Z",
"retrieval_agent": "exa_web_search_exa",
"confidence": "high",
"provenance": {
"statement_created_at": "2025-01-10T00:35:00Z",
"source_archived_at": "2025-01-10T00:30:00Z",
"retrieval_method": "exa_web_search_exa",
"search_query": "\"Sennay Ghebreab\" professor Amsterdam born birthday biography"
}
}
],
"source_observations": [
{
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/sennay-ghebreab-3770411b_20251214T110357Z.json",
"observed_on": "2025-12-14T11:03:57.740286+00:00",
"extraction_agent": "claude-sonnet-4-20250514"
}
],
"enrichment_metadata": {
"birth_date_search": {
"attempted": true,
"searched_on": "2025-01-10T00:30:00Z",
"result": "found",
"notes": "Found on personal website sennay.net/early-years"
}
},
"provenance": {
"created_at": "2026-01-09T17:29:48.667345+00:00",
"created_by": "generate_ppids.py",
"source_files": [
"/Users/kempersc/apps/glam/data/custodian/person/entity/sennay-ghebreab-3770411b_20251214T110357Z.json"
],
"modified_at": "2025-01-10T00:35:00Z",
"modified_by": "opencode-claude-sonnet-4"
},
"linkedin_slug": "sennay-ghebreab-3770411b",
"ppid_history": [
{
"previous_ppid": "ID_XX-XX-XXX_XXXX_XX-XX-XXX_XXXX_SENNAY-GHEBREAB",
"new_ppid": "ID_NL-ZH-ROT_197X_NL-NH-AMS_XXXX_SENNAY-GHEBREAB",
"changed_at": "2026-01-09T17:43:00.955356+00:00",
"reason": "observation_based_inference",
"inferred_fields": [
"inferred_birth_decade",
"inferred_birth_settlement",
"inferred_current_settlement"
]
}
],
"inferred_birth_decade": {
"values": [
"196X",
"197X"
],
"edtf": "[196X,197X]",
"edtf_meaning": "one of: 1960s or 1970s",
"precision": "decade_set",
"primary_value": "197X",
"primary_rationale": "1972 is in 197X, but range extends into 196X",
"confidence": "very_low",
"inference_provenance": {
"method": "earliest_experience_heuristic",
"inference_chain": [
{
"step": 1,
"observation": "First job record found (no education data)",
"source_field": "profile_data.experience",
"source_value": {
"company": "Yale School of Medicine",
"title": "Visiting Msc Student",
"date_range": "Jan 1995 - Jan 1996 • 1 year"
}
},
{
"step": 2,
"extraction": "Start year extracted from date_range",
"extracted_value": 1995
},
{
"step": 3,
"assumption": "First job age is approximately 23 (±5 years)",
"rationale": "Assumes first job after typical university completion",
"confidence_impact": "Higher uncertainty; first job age varies ±5 years"
},
{
"step": 4,
"calculation": "1995 - 23 = 1972",
"result": "Estimated birth year: 1972",
"range": "1967-1977 (accounting for ±5 year variance)"
},
{
"step": 5,
"generalization": "Birth year range spans decade boundary",
"input_range": [
1967,
1977
],
"output": [
"196X",
"197X"
],
"edtf": "[196X,197X]",
"rationale": "Cannot determine which decade with certainty; using EDTF 'one of' set notation"
}
],
"assumptions": [
"Entry age for education/first job: 23 years (±5)",
"Career records are complete in LinkedIn profile"
],
"boundary_note": "Birth year estimate 1972 spans decades 196X/197X",
"inferred_at": "2026-01-09T19:51:29.491818+00:00",
"inferred_by": "enrich_ppids.py"
}
}
}

View file

@ -28,9 +28,21 @@
"source": "linkedin_profile"
},
"birth_date": {
"edtf": "XXXX",
"precision": "unknown",
"note": "See inferred_birth_decade for heuristic estimate"
"edtf": "1974",
"precision": "year",
"provenance": {
"statement_created_at": "2026-01-10T11:55:44.313600+00:00",
"source_archived_at": "2026-01-10T11:55:44.313600+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.0.0",
"retrieval_method": "linkup_web_search",
"source_url": "https://www.uu.nl/staff/DKWvanMiert",
"source_title": "Prof. dr. Dirk van Miert - Utrecht University",
"source_snippet": "Prof. dr. Dirk van Miert was born in 1974. He studied Latin literature and receiv",
"search_query": "\"Prof. dr. Dirk van Miert\" born biography",
"extraction_method": "regex_pattern_matching",
"verified": false,
"verification_status": "machine_extracted"
}
},
"is_living": true,
"heritage_relevance": {
@ -200,7 +212,67 @@
"German (reading)"
]
},
"web_claims": [],
"web_claims": [
{
"claim_type": "birth_year",
"claim_value": 1974,
"provenance": {
"statement_created_at": "2026-01-10T11:55:44.313600+00:00",
"source_archived_at": "2026-01-10T11:55:44.313600+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.0.0",
"retrieval_method": "linkup_web_search",
"search_query": "\"Prof. dr. Dirk van Miert\" born biography",
"source_url": "https://www.uu.nl/staff/DKWvanMiert",
"source_title": "Prof. dr. Dirk van Miert - Utrecht University",
"source_snippet": "Prof. dr. Dirk van Miert was born in 1974. He studied Latin literature and receiv",
"extraction_method": "regex_pattern_matching",
"verified": false,
"verification_status": "machine_extracted"
}
},
{
"claim_type": "position",
"claim_value": {
"title": "Professor",
"organization": "Ea",
"year": null
},
"provenance": {
"statement_created_at": "2026-01-10T11:55:50.014796+00:00",
"source_archived_at": "2026-01-10T11:55:50.014796+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.0.0",
"retrieval_method": "linkup_web_search",
"search_query": "\"Prof. dr. Dirk van Miert\" Director of the Huygens Institute for the History and Culture of the Netherlands (KNAW) / Professor of History of Knowledge from a Digital Perspective at Utrecht University education career university",
"source_url": "https://www.uu.nl/staff/DKWvanMiert",
"source_title": "Prof. dr. Dirk van Miert - Utrecht University",
"source_snippet": "ere he is Associate Professor of Early Modern Cultural",
"extraction_method": "regex_pattern_matching",
"verified": false,
"verification_status": "machine_extracted"
}
},
{
"claim_type": "position",
"claim_value": {
"title": "Director",
"organization": "th",
"year": null
},
"provenance": {
"statement_created_at": "2026-01-10T11:55:50.014879+00:00",
"source_archived_at": "2026-01-10T11:55:50.014879+00:00",
"retrieval_agent": "enrich_person_comprehensive.py v1.0.0",
"retrieval_method": "linkup_web_search",
"search_query": "\"Prof. dr. Dirk van Miert\" Director of the Huygens Institute for the History and Culture of the Netherlands (KNAW) / Professor of History of Knowledge from a Digital Perspective at Utrecht University education career university",
"source_url": "https://www.uu.nl/staff/DKWvanMiert",
"source_title": "Prof. dr. Dirk van Miert - Utrecht University",
"source_snippet": "021, he is also the Director of the Huygens Institute",
"extraction_method": "regex_pattern_matching",
"verified": false,
"verification_status": "machine_extracted"
}
}
],
"source_observations": [
{
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/dirkvanmiert_20251214T115050Z.json",
@ -302,5 +374,18 @@
"inferred_at": "2026-01-09T19:50:53.271987+00:00",
"inferred_by": "enrich_ppids.py"
}
}
},
"enrichment_history": [
{
"enrichment_timestamp": "2026-01-10T11:55:40.498161+00:00",
"enrichment_agent": "enrich_person_comprehensive.py v1.0.0",
"person_name": "Prof. dr. Dirk van Miert",
"context_used": "Director of the Huygens Institute for the History and Culture of the Netherlands (KNAW) / Professor ",
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View file

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View file

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