3eb097d92e
- Add inferred birth dates using EDTF notation - Add inferred birth/current settlements - Enrich employment history with temporal data - Add heritage sector relevance scores - Improve PPID component tracking - Update .gitignore with large file patterns (warc, nt, trix, geonames.db)
922 lines
No EOL
36 KiB
JSON
922 lines
No EOL
36 KiB
JSON
{
|
||
"ppid": "ID_AU-04-BRI_197X_AU-01-CAN_XXXX_MARCUS-HUGHES",
|
||
"ppid_type": "ID",
|
||
"ppid_components": {
|
||
"type": "ID",
|
||
"first_location": "AU-04-BRI",
|
||
"first_date": "197X",
|
||
"last_location": "AU-01-CAN",
|
||
"last_date": "XXXX",
|
||
"name_tokens": [
|
||
"MARCUS",
|
||
"HUGHES"
|
||
],
|
||
"first_date_source": "inferred_birth_decade.primary_value",
|
||
"first_date_alternatives": [
|
||
"198X"
|
||
],
|
||
"first_location_source": "inferred_birth_settlement",
|
||
"last_location_source": "inferred_current_settlement"
|
||
},
|
||
"name": {
|
||
"full_name": "marcus hughes",
|
||
"display_name": "marcus hughes",
|
||
"name_romanized": null,
|
||
"name_tokens": [
|
||
"MARCUS",
|
||
"HUGHES"
|
||
],
|
||
"source": "linkedin_profile"
|
||
},
|
||
"birth_date": {
|
||
"edtf": "1992",
|
||
"precision": "year",
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:24.963188+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:20.514115+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"source_url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
|
||
"source_title": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree",
|
||
"source_snippet": "rs and backgrounds:\n\n- Marcus A Hughes, born June 30, 1992, died December 1, 2010.\n- Marcus A Hugh",
|
||
"search_query": "\"marcus hughes\" born biography",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted"
|
||
}
|
||
},
|
||
"is_living": false,
|
||
"heritage_relevance": {
|
||
"is_heritage_relevant": true,
|
||
"heritage_types": [
|
||
"E"
|
||
],
|
||
"rationale": "Identified as heritage staff at National Library of Australia"
|
||
},
|
||
"affiliations": [],
|
||
"profile_data": {
|
||
"name": "marcus hughes",
|
||
"linkedin_url": "https://www.linkedin.com/in/marcus-hughes-0454781b",
|
||
"headline": "Adjunct Associate Professor",
|
||
"location": "Greater Sydney Area (AU)",
|
||
"connections": "500 connections • 3,461 followers",
|
||
"about": "Experienced Program Producer with a demonstrated history of working in the museums and institutions industry. Skilled in Nonprofit Organizations, Community Building, Partnerships, Art Education, and Dance. Strong arts and design professional graduated from Wynnum North State High School. Total Experience: 26 years and 5 months",
|
||
"experience": [
|
||
{
|
||
"title": "Acting Assistan Director - Philanthropy",
|
||
"company": "National Library of Australia",
|
||
"date_range": "Jan 2024 - Present • 1 year and 1 month",
|
||
"location": "Canberra, Australia"
|
||
},
|
||
{
|
||
"title": "Manager",
|
||
"company": "Victorian Indigenous Research Centre at State Library Victoria (Current)",
|
||
"date_range": "Mar 2022 - Present • 2 years and 11 months",
|
||
"location": "Melbourne, Australia"
|
||
},
|
||
{
|
||
"title": "Adjunct Associate Professor",
|
||
"company": "Western Sydney University - School of Humanities and Communication Arts",
|
||
"date_range": "Jan 2019 - Present • 6 years and 1 month"
|
||
},
|
||
{
|
||
"title": "Director Indigenous Engagement",
|
||
"company": "National Library of Australia",
|
||
"date_range": "Jun 2020 - Mar 2022 • 1 year and 9 months",
|
||
"location": "Canberra"
|
||
},
|
||
{
|
||
"title": "Head Of Iindigenous Engagement Strategy",
|
||
"company": "Museum of Applied Arts and Sciences",
|
||
"date_range": "Jul 2017 - Mar 2020 • 2 years and 8 months",
|
||
"location": "Sydney, Australia"
|
||
},
|
||
{
|
||
"title": "Programs Producer",
|
||
"company": "Museum of Applied Arts and Sciences",
|
||
"date_range": "Feb 2015 - Aug 2017 • 2 years and 6 months",
|
||
"location": "Sydney"
|
||
},
|
||
{
|
||
"title": "Adjunct Associate Professor",
|
||
"company": "Moondani Baluk, Victoria University",
|
||
"date_range": "Jan 2014 - Jan 2015 • 1 year",
|
||
"location": "Melbourne, Australia"
|
||
},
|
||
{
|
||
"title": "Programs Manager",
|
||
"company": "Kultour www.kultour.com.au",
|
||
"date_range": "Apr 2013 - Jan 2015 • 1 year and 9 months",
|
||
"location": "Melbourne, Australia"
|
||
},
|
||
{
|
||
"title": "Producer, Indigenous Cultural Programs And Events",
|
||
"company": "Footscray Community Arts Centre",
|
||
"date_range": "Jan 2012 - May 2013 • 1 year and 4 months",
|
||
"location": "Melbourne, Australia"
|
||
},
|
||
{
|
||
"title": "CEO",
|
||
"company": "Phunktional",
|
||
"date_range": "Jan 2012 - Jun 2012 • 5 months",
|
||
"location": "Melbourne, Australia"
|
||
},
|
||
{
|
||
"title": "Associate Artistic Director",
|
||
"company": "Aboriginal Centre for the Performing Arts",
|
||
"date_range": "Jan 2011 - Aug 2011 • 7 months",
|
||
"location": "Brisbane, Australia"
|
||
},
|
||
{
|
||
"title": "Executive Director",
|
||
"company": "Ausdance Queenslnd",
|
||
"date_range": "Oct 2003 - Apr 2011 • 7 years and 6 months"
|
||
},
|
||
{
|
||
"title": "Program Director, World Dance Alliance Global Summit",
|
||
"company": "Ausdance Queensland",
|
||
"date_range": "Oct 2003 - Apr 2011 • 7 years and 6 months",
|
||
"location": "Brisbane, Australia"
|
||
},
|
||
{
|
||
"title": "Director",
|
||
"company": "FUSIONS: Australian Network of Clay and Glass Artists",
|
||
"date_range": "Nov 1998 - Mar 2004 • 5 years and 4 months",
|
||
"location": "Brisbane, Australia"
|
||
}
|
||
],
|
||
"education": [],
|
||
"skills": [
|
||
"nonprofit organizations",
|
||
"community building",
|
||
"art education",
|
||
"producer",
|
||
"museums",
|
||
"partnerships",
|
||
"education",
|
||
"arts",
|
||
"design",
|
||
"acting",
|
||
"director",
|
||
"philanthropy",
|
||
"engagement",
|
||
"strategy"
|
||
],
|
||
"languages": [],
|
||
"profile_image_url": "https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2"
|
||
},
|
||
"web_claims": [
|
||
{
|
||
"claim_type": "birth_year",
|
||
"claim_value": 1992,
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:24.963188+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:20.514115+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" born biography",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
|
||
"source_title": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree",
|
||
"source_snippet": "rs and backgrounds:\n\n- Marcus A Hughes, born June 30, 1992, died December 1, 2010.\n- Marcus A Hugh",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "us_date",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[75:173]",
|
||
"all_sources": [
|
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{
|
||
"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
|
||
"name": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree"
|
||
},
|
||
{
|
||
"url": "https://www.imdb.com/name/nm1401023/bio/",
|
||
"name": "Mark Hughes - Biography - IMDb"
|
||
},
|
||
{
|
||
"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1990-death-2008/34017414",
|
||
"name": "Marcus A Hughes (1990 - 2008) - Ohio"
|
||
},
|
||
{
|
||
"url": "https://mabumbe.com/people/mark-hughes-age-net-worth-relationships-and-career-highlights/",
|
||
"name": "Mark Hughes: Age, Net Worth, Relationships, and Career Highlights - Mabumbe"
|
||
},
|
||
{
|
||
"url": "https://www.cerritosfalcons.com/sports/mxc/2023-24/bios/hughes_marcus_hu30",
|
||
"name": "Marcus Hughes - Cerritos College Athletics"
|
||
}
|
||
],
|
||
"source_count": 20,
|
||
"answer_content_hash": "1fee63aca16d5b49"
|
||
}
|
||
},
|
||
{
|
||
"claim_type": "death_year",
|
||
"claim_value": 2000,
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:24.963276+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:20.514115+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" born biography",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
|
||
"source_title": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree",
|
||
"source_snippet": "ughes, born October 10, 1919, died 2000.\n\nNo detailed biography beyon",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "death_year",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[383:452]",
|
||
"all_sources": [
|
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{
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||
"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1992-death-2010/92066318",
|
||
"name": "Marcus A Hughes (1992 - 2010) - Biography and Family Tree"
|
||
},
|
||
{
|
||
"url": "https://www.imdb.com/name/nm1401023/bio/",
|
||
"name": "Mark Hughes - Biography - IMDb"
|
||
},
|
||
{
|
||
"url": "https://www.ancientfaces.com/person/marcus-a-hughes-birth-1990-death-2008/34017414",
|
||
"name": "Marcus A Hughes (1990 - 2008) - Ohio"
|
||
},
|
||
{
|
||
"url": "https://mabumbe.com/people/mark-hughes-age-net-worth-relationships-and-career-highlights/",
|
||
"name": "Mark Hughes: Age, Net Worth, Relationships, and Career Highlights - Mabumbe"
|
||
},
|
||
{
|
||
"url": "https://www.cerritosfalcons.com/sports/mxc/2023-24/bios/hughes_marcus_hu30",
|
||
"name": "Marcus Hughes - Cerritos College Athletics"
|
||
}
|
||
],
|
||
"source_count": 20,
|
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"answer_content_hash": "1fee63aca16d5b49"
|
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}
|
||
},
|
||
{
|
||
"claim_type": "position",
|
||
"claim_value": {
|
||
"title": "Professor",
|
||
"organization": "Western Sydney University’s School of Humanities &",
|
||
"year": null
|
||
},
|
||
"provenance": {
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||
"statement_created_at": "2026-01-10T22:55:29.826000+00:00",
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"source_archived_at": "2026-01-10T22:55:25.968448+00:00",
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||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
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"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" Adjunct Associate Professor education career university",
|
||
"search_depth": "standard",
|
||
"source_url": "https://au.linkedin.com/in/marcus-hughes-0454781b",
|
||
"source_title": "marcus hughes - Head of Iindigenous Engagement & Strategy - Museum of Applied Arts and Sciences | LinkedIn",
|
||
"source_snippet": "n Adjunct Associate Professor at Western Sydney University’s School of Humanities & Communication Arts.",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "position",
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||
"verified": false,
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||
"verification_status": "machine_extracted",
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||
"requires_human_review": true,
|
||
"http_status": 200,
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||
"answer_position": "answer[18:121]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://au.linkedin.com/in/marcus-hughes-0454781b",
|
||
"name": "marcus hughes - Head of Iindigenous Engagement & Strategy - Museum of Applied Arts and Sciences | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://now.fordham.edu/inside-fordham/longtime-employees-honored-at-annual-convocation/?mode=list",
|
||
"name": "Longtime Employees Honored at Annual Convocation"
|
||
},
|
||
{
|
||
"url": "https://www.higheredjobs.com/faculty/details.cfm?JobCode=179304939",
|
||
"name": "Adjunct Associate Professor - HigherEdJobs"
|
||
},
|
||
{
|
||
"url": "https://www.ziprecruiter.com/Jobs/Adjunct-Professor/-in-Houston,TX?version=next",
|
||
"name": "$63-$243/hr Adjunct Professor Jobs in Houston, TX"
|
||
},
|
||
{
|
||
"url": "https://conlog.eventsair.com/amaga2021/marcus-hughes",
|
||
"name": "Marcus Hughes - Australian Museums and Galleries Association 2021"
|
||
}
|
||
],
|
||
"source_count": 20,
|
||
"answer_content_hash": "ccea3cc352ba0244"
|
||
}
|
||
},
|
||
{
|
||
"claim_type": "contact_detail",
|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340689+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "r at LinkedIn, San Francisco: https://www.linkedin.com/in/marcus-hughes/\n2. Marcus Hughes, banking/pay",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[281:383]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
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"answer_content_hash": "2882fd6c2afa9ea4"
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}
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||
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|
||
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|
||
"claim_type": "contact_detail",
|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes-21259011/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340752+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "versity of Cambridge, London: https://www.linkedin.com/in/marcus-hughes-21259011/\n3. Marcus Hughes, Weathersafe",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[406:517]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
|
||
"answer_content_hash": "2882fd6c2afa9ea4"
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|
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|
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|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes-7ab83796/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340766+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "e Restoration, Inc., St Paul: https://www.linkedin.com/in/marcus-hughes-7ab83796/\n4. Marcus Hughes, Program Ana",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[516:627]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
|
||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||
}
|
||
},
|
||
{
|
||
"claim_type": "contact_detail",
|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes-242a3038/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340777+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "nalyst, US Air Force veteran: https://www.linkedin.com/in/marcus-hughes-242a3038/\n5. Marcus Hughes, National Li",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[625:736]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
|
||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||
}
|
||
},
|
||
{
|
||
"claim_type": "contact_detail",
|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes-0454781b/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340790+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "stralia, Greater Sydney Area: https://www.linkedin.com/in/marcus-hughes-0454781b/\n6. Marcus Hughes, UMass Memor",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[747:858]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
|
||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||
}
|
||
},
|
||
{
|
||
"claim_type": "contact_detail",
|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes-3782975/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340798+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "Health Care, Greater Boston: https://www.linkedin.com/in/marcus-hughes-3782975/\n7. Marcus Hughes, Wells Fargo",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[862:971]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
|
||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||
}
|
||
},
|
||
{
|
||
"claim_type": "contact_detail",
|
||
"claim_value": {
|
||
"type": "linkedin_url",
|
||
"value": "https://www.linkedin.com/in/marcus-hughes-5984a111/"
|
||
},
|
||
"provenance": {
|
||
"statement_created_at": "2026-01-10T22:55:44.340806+00:00",
|
||
"source_archived_at": "2026-01-10T22:55:36.590385+00:00",
|
||
"retrieval_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"retrieval_method": "linkup_web_search",
|
||
"api_endpoint": "https://api.linkup.so/v1/search",
|
||
"search_query": "\"marcus hughes\" contact email twitter linkedin orcid profile photo",
|
||
"search_depth": "standard",
|
||
"source_url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"source_title": "Marcus Hughes - LinkedIn | LinkedIn",
|
||
"source_snippet": "es, Wells Fargo, Minneapolis: https://www.linkedin.com/in/marcus-hughes-5984a111/\n\nNo Twitter, ORCID, or contac",
|
||
"extraction_method": "regex_pattern_matching",
|
||
"pattern_type": "linkedin_url",
|
||
"verified": false,
|
||
"verification_status": "machine_extracted",
|
||
"requires_human_review": true,
|
||
"http_status": 200,
|
||
"answer_position": "answer[956:1067]",
|
||
"all_sources": [
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes/",
|
||
"name": "Marcus Hughes - LinkedIn | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://uk.linkedin.com/in/marcus-hughes-7b3876",
|
||
"name": "Marcus Hughes - London, England, United Kingdom | Professional Profile | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-21259011/",
|
||
"name": "Marcus Hughes - banking, payments, treasury, trade & supply chain finance, AP & AR digitisation | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-7ab83796/",
|
||
"name": "Marcus Hughes - Weathersafe Restoration, Inc. | LinkedIn"
|
||
},
|
||
{
|
||
"url": "https://www.linkedin.com/in/marcus-hughes-242a3038/",
|
||
"name": "MARCUS HUGHES - Program Analyst | LinkedIn"
|
||
}
|
||
],
|
||
"source_count": 18,
|
||
"answer_content_hash": "2882fd6c2afa9ea4"
|
||
}
|
||
}
|
||
],
|
||
"source_observations": [
|
||
{
|
||
"source_file": "/Users/kempersc/apps/glam/data/custodian/person/entity/marcus-hughes-0454781b_20251214T104016Z.json",
|
||
"observed_on": "2025-12-14T10:40:16.728581+00:00",
|
||
"extraction_agent": "claude-sonnet-4-20250514"
|
||
}
|
||
],
|
||
"enrichment_metadata": {
|
||
"birth_date_search": {
|
||
"attempted": false,
|
||
"notes": "Not yet searched - requires manual enrichment"
|
||
}
|
||
},
|
||
"provenance": {
|
||
"created_at": "2026-01-09T17:29:48.541496+00:00",
|
||
"created_by": "generate_ppids.py",
|
||
"source_files": [
|
||
"/Users/kempersc/apps/glam/data/custodian/person/entity/marcus-hughes-0454781b_20251214T104016Z.json"
|
||
],
|
||
"modified_at": "2026-01-09T19:50:55.093922+00:00",
|
||
"modified_by": "enrich_ppids.py"
|
||
},
|
||
"linkedin_slug": "marcus-hughes-0454781b",
|
||
"ppid_history": [
|
||
{
|
||
"previous_ppid": "ID_XX-XX-XXX_XXXX_XX-XX-XXX_XXXX_MARCUS-HUGHES",
|
||
"new_ppid": "ID_XX-XX-XXX_197X_XX-XX-XXX_XXXX_MARCUS-HUGHES",
|
||
"changed_at": "2026-01-09T17:43:08.027790+00:00",
|
||
"reason": "observation_based_inference",
|
||
"inferred_fields": [
|
||
"inferred_birth_decade"
|
||
]
|
||
},
|
||
{
|
||
"previous_ppid": "ID_XX-XX-XXX_197X_XX-XX-XXX_XXXX_MARCUS-HUGHES",
|
||
"new_ppid": "ID_AU-04-BRI_197X_AU-01-CAN_XXXX_MARCUS-HUGHES",
|
||
"changed_at": "2026-01-09T19:50:55.093919+00:00",
|
||
"reason": "observation_based_inference",
|
||
"inferred_fields": [
|
||
"inferred_birth_decade",
|
||
"inferred_birth_settlement",
|
||
"inferred_current_settlement"
|
||
]
|
||
}
|
||
],
|
||
"inferred_birth_decade": {
|
||
"values": [
|
||
"197X",
|
||
"198X"
|
||
],
|
||
"edtf": "[197X,198X]",
|
||
"edtf_meaning": "one of: 1970s or 1980s",
|
||
"precision": "decade_set",
|
||
"primary_value": "197X",
|
||
"primary_rationale": "1975 is in 197X, but range extends into 198X",
|
||
"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": "FUSIONS: Australian Network of Clay and Glass Artists",
|
||
"title": "Director",
|
||
"date_range": "Nov 1998 - Mar 2004 • 5 years and 4 months"
|
||
}
|
||
},
|
||
{
|
||
"step": 2,
|
||
"extraction": "Start year extracted from date_range",
|
||
"extracted_value": 1998
|
||
},
|
||
{
|
||
"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": "1998 - 23 = 1975",
|
||
"result": "Estimated birth year: 1975",
|
||
"range": "1970-1980 (accounting for ±5 year variance)"
|
||
},
|
||
{
|
||
"step": 5,
|
||
"generalization": "Birth year range spans decade boundary",
|
||
"input_range": [
|
||
1970,
|
||
1980
|
||
],
|
||
"output": [
|
||
"197X",
|
||
"198X"
|
||
],
|
||
"edtf": "[197X,198X]",
|
||
"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 1975 spans decades 197X/198X",
|
||
"inferred_at": "2026-01-09T19:50:55.067034+00:00",
|
||
"inferred_by": "enrich_ppids.py"
|
||
}
|
||
},
|
||
"inferred_birth_settlement": {
|
||
"value": "Brisbane",
|
||
"formatted": "AU-04-BRI",
|
||
"country_code": "AU",
|
||
"region_code": "04",
|
||
"settlement_code": "BRI",
|
||
"confidence": "very_low",
|
||
"inference_provenance": {
|
||
"method": "earliest_job_location",
|
||
"inference_chain": [
|
||
{
|
||
"step": 1,
|
||
"observation": "Earliest job with location found (no education location available)",
|
||
"source_field": "profile_data.experience",
|
||
"source_value": {
|
||
"company": "FUSIONS: Australian Network of Clay and Glass Artists",
|
||
"title": "Director",
|
||
"date_range": "Nov 1998 - Mar 2004 • 5 years and 4 months",
|
||
"location": "Brisbane, Australia"
|
||
}
|
||
},
|
||
{
|
||
"step": 2,
|
||
"geocoding": "GeoNames resolution",
|
||
"query": "Brisbane, Australia",
|
||
"result": {
|
||
"geonames_id": 2174003,
|
||
"geonames_name": "Brisbane",
|
||
"admin1_code": "04",
|
||
"admin1_name": "Queensland",
|
||
"feature_code": "PPLA",
|
||
"latitude": -27.46794,
|
||
"longitude": 153.02809
|
||
}
|
||
},
|
||
{
|
||
"step": 3,
|
||
"formatting": "CC-RR-PPP generation",
|
||
"result": "AU-04-BRI"
|
||
}
|
||
],
|
||
"assumptions": [
|
||
"First job location represents early life region"
|
||
],
|
||
"assumption_note": "Job location is weak proxy for birth location; person likely relocated for work",
|
||
"geonames_data": {
|
||
"geonames_id": 2174003,
|
||
"geonames_name": "Brisbane",
|
||
"admin1_code": "04",
|
||
"admin1_name": "Queensland",
|
||
"feature_code": "PPLA",
|
||
"latitude": -27.46794,
|
||
"longitude": 153.02809
|
||
},
|
||
"inferred_at": "2026-01-09T19:50:55.080197+00:00",
|
||
"inferred_by": "enrich_ppids.py"
|
||
}
|
||
},
|
||
"inferred_current_settlement": {
|
||
"value": "Canberra",
|
||
"formatted": "AU-01-CAN",
|
||
"country_code": "AU",
|
||
"region_code": "01",
|
||
"settlement_code": "CAN",
|
||
"confidence": "medium",
|
||
"inference_provenance": {
|
||
"method": "current_job_location",
|
||
"inference_chain": [
|
||
{
|
||
"step": 1,
|
||
"observation": "Profile location field found",
|
||
"source_field": "profile_data.location",
|
||
"source_value": "Greater Sydney Area (AU)"
|
||
},
|
||
{
|
||
"step": 2,
|
||
"observation": "Current job with location found",
|
||
"source_field": "profile_data.experience",
|
||
"source_value": {
|
||
"company": "National Library of Australia",
|
||
"title": "Acting Assistan Director - Philanthropy",
|
||
"location": "Canberra, Australia"
|
||
}
|
||
},
|
||
{
|
||
"step": 3,
|
||
"geocoding": "GeoNames resolution",
|
||
"query": "Canberra, Australia",
|
||
"result": {
|
||
"geonames_id": 2172517,
|
||
"geonames_name": "Canberra",
|
||
"admin1_code": "01",
|
||
"admin1_name": "Australian Capital Territory",
|
||
"feature_code": "PPLC",
|
||
"latitude": -35.28346,
|
||
"longitude": 149.12807
|
||
}
|
||
},
|
||
{
|
||
"step": 4,
|
||
"formatting": "CC-RR-PPP generation",
|
||
"result": "AU-01-CAN"
|
||
}
|
||
],
|
||
"assumptions": [
|
||
"Current job location represents residence area",
|
||
"Person works near where they live"
|
||
],
|
||
"geonames_data": {
|
||
"geonames_id": 2172517,
|
||
"geonames_name": "Canberra",
|
||
"admin1_code": "01",
|
||
"admin1_name": "Australian Capital Territory",
|
||
"feature_code": "PPLC",
|
||
"latitude": -35.28346,
|
||
"longitude": 149.12807
|
||
},
|
||
"inferred_at": "2026-01-09T19:50:55.093905+00:00",
|
||
"inferred_by": "enrich_ppids.py"
|
||
}
|
||
},
|
||
"enrichment_history": [
|
||
{
|
||
"enrichment_timestamp": "2026-01-10T22:55:20.513946+00:00",
|
||
"enrichment_agent": "enrich_person_comprehensive.py v1.1.0",
|
||
"person_name": "marcus hughes",
|
||
"context_used": "Adjunct Associate Professor",
|
||
"searches_performed": [
|
||
"\"marcus hughes\" born biography",
|
||
"\"marcus hughes\" Adjunct Associate Professor education career university",
|
||
"\"marcus hughes\" publications awards honors books",
|
||
"\"marcus hughes\" contact email twitter linkedin orcid profile photo"
|
||
],
|
||
"data_fabrication_check": "PASSED"
|
||
},
|
||
{
|
||
"cleanup_timestamp": "2026-01-11T00:00:00Z",
|
||
"cleanup_agent": "false_positive_cleanup_v1",
|
||
"removed_claims": [
|
||
{
|
||
"type": "twitter",
|
||
"value": "handles",
|
||
"reason": "false_positive_blocklist"
|
||
}
|
||
]
|
||
}
|
||
]
|
||
} |