Triple

T5256628
Position Surface form Disambiguated ID Type / Status
Subject California Department of Social Services E118715 entity
Predicate hasDivision P35 FINISHED
Object Welfare to Work Division
The Welfare to Work Division is a unit within the California Department of Social Services that oversees programs helping public assistance recipients gain employment and achieve self-sufficiency.
E507013 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Welfare to Work Division | Statement: [California Department of Social Services, hasDivision, Welfare to Work Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Welfare to Work Division
Context triple: [California Department of Social Services, hasDivision, Welfare to Work Division]
  • A. Division of Employment and Training Services
    The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
  • B. Office of Economic and Workforce Development
    The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
  • C. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • D. Domestic Social Policy Division
    The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
  • E. Labour and Welfare Bureau
    The Labour and Welfare Bureau is a policy bureau of the Hong Kong government responsible for labour affairs, employment policy, and social welfare services.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Welfare to Work Division
Triple: [California Department of Social Services, hasDivision, Welfare to Work Division]
Generated description
The Welfare to Work Division is a unit within the California Department of Social Services that oversees programs helping public assistance recipients gain employment and achieve self-sufficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Welfare to Work Division
Target entity description: The Welfare to Work Division is a unit within the California Department of Social Services that oversees programs helping public assistance recipients gain employment and achieve self-sufficiency.
  • A. Division of Employment and Training Services
    The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
  • B. Office of Economic and Workforce Development
    The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
  • C. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • D. Domestic Social Policy Division
    The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
  • E. Labour and Welfare Bureau
    The Labour and Welfare Bureau is a policy bureau of the Hong Kong government responsible for labour affairs, employment policy, and social welfare services.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba4ecd88190800b5e4eea3abed5 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe7ded18819094f86cfff458953c completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff0dda548190831d34282afa9b8e completed March 21, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69beff6890f4819088cb053bcdb4f8a1 completed March 21, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:50 p.m.