Triple

T20633066
Position Surface form Disambiguated ID Type / Status
Subject California Department of Social Services E507005 entity
Predicate responsibleFor P636 FINISHED
Object California Work Opportunity and Responsibility to Kids
California Work Opportunity and Responsibility to Kids (CalWORKs) is California’s main public assistance program that provides cash aid, employment services, and support to low-income families with children to help them achieve self-sufficiency.
E1441606 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 | Statement: [California Department of Social Services, responsibleFor, California Work Opportunity and Responsibility to Kids]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California Work Opportunity and Responsibility to Kids
Context triple: [California Department of Social Services, responsibleFor, California Work Opportunity and Responsibility to Kids]
  • 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. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • C. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • D. California Youth and Community Programs Task Force
    The California Youth and Community Programs Task Force is a state-level initiative focused on supporting and coordinating youth development and community engagement programs under the direction of the California Military Department.
  • E. Coogan Law (California Child Actor’s Bill)
    Coogan Law (California Child Actor’s Bill) is a California law that protects child performers’ earnings by requiring a portion of their income to be set aside in trust and regulating how their parents and employers can use their money.
  • 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
Triple: [California Department of Social Services, responsibleFor, California Work Opportunity and Responsibility to Kids]
Generated description
California Work Opportunity and Responsibility to Kids (CalWORKs) is California’s main public assistance program that provides cash aid, employment services, and support to low-income families with children to help them achieve self-sufficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California Work Opportunity and Responsibility to Kids
Target entity description: California Work Opportunity and Responsibility to Kids (CalWORKs) is California’s main public assistance program that provides cash aid, employment services, and support to low-income families with children to help them achieve self-sufficiency.
  • 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. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • C. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • D. California Youth and Community Programs Task Force
    The California Youth and Community Programs Task Force is a state-level initiative focused on supporting and coordinating youth development and community engagement programs under the direction of the California Military Department.
  • E. Coogan Law (California Child Actor’s Bill)
    Coogan Law (California Child Actor’s Bill) is a California law that protects child performers’ earnings by requiring a portion of their income to be set aside in trust and regulating how their parents and employers can use their money.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6ad0bdcd88190a59d68e03370b271 completed April 20, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb243c348190987b852c07744034 completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bdd076f08190a6663d891d503a29 completed May 16, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a08be4eddbc8190b02a5b8b96ee6a29 completed May 16, 2026, 6:58 p.m.
Created at: April 16, 2026, 11:42 a.m.