Triple

T5256602
Position Surface form Disambiguated ID Type / Status
Subject California Department of Social Services E118715 entity
Predicate administers P123 FINISHED
Object California Work Opportunity and Responsibility to Kids program
The California Work Opportunity and Responsibility to Kids (CalWORKs) program is the state’s main public assistance initiative providing cash aid, employment services, and support to low-income families with children.
E118715 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: California Work Opportunity and Responsibility to Kids program | Statement: [California Department of Social Services, administers, California Work Opportunity and Responsibility to Kids program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California Work Opportunity and Responsibility to Kids program
Context triple: [California Department of Social Services, administers, California Work Opportunity and Responsibility to Kids program]
  • A. California for All Kids
    California for All Kids is a statewide initiative led by the Office of the First Partner of California focused on supporting the health, education, and overall well-being of children and families across the state.
  • B. California Labor and Workforce Development Agency
    The California Labor and Workforce Development Agency is a state government entity responsible for overseeing labor laws, workplace standards, and employment and workforce development programs in California.
  • C. Job Corps
    Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
  • D. California Department of Rehabilitation
    The California Department of Rehabilitation is a state agency that provides vocational rehabilitation and independent living services to help individuals with disabilities prepare for, obtain, and retain employment and live more independently.
  • E. California Department of Social Services
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • 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: California Work Opportunity and Responsibility to Kids program
Triple: [California Department of Social Services, administers, California Work Opportunity and Responsibility to Kids program]
Generated description
The California Work Opportunity and Responsibility to Kids (CalWORKs) program is the state’s main public assistance initiative providing cash aid, employment services, and support to low-income families with children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California Work Opportunity and Responsibility to Kids program
Target entity description: The California Work Opportunity and Responsibility to Kids (CalWORKs) program is the state’s main public assistance initiative providing cash aid, employment services, and support to low-income families with children.
  • A. California for All Kids
    California for All Kids is a statewide initiative led by the Office of the First Partner of California focused on supporting the health, education, and overall well-being of children and families across the state.
  • B. California Labor and Workforce Development Agency
    The California Labor and Workforce Development Agency is a state government entity responsible for overseeing labor laws, workplace standards, and employment and workforce development programs in California.
  • C. Job Corps
    Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
  • D. California Department of Rehabilitation
    The California Department of Rehabilitation is a state agency that provides vocational rehabilitation and independent living services to help individuals with disabilities prepare for, obtain, and retain employment and live more independently.
  • E. California Department of Social Services chosen
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • F. None of above.

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.