Triple

T2435827
Position Surface form Disambiguated ID Type / Status
Subject Personal Responsibility and Work Opportunity Reconciliation Act of 1996 E52957 entity
Predicate instanceOf P0 FINISHED
Object welfare reform law C2631 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: welfare reform law
Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, instanceOf, welfare reform law]
  • A. social welfare legislation chosen
    Social welfare legislation comprises laws and policies enacted by governments to provide financial assistance, services, and protections aimed at improving the well-being and security of individuals and communities, particularly those who are vulnerable or disadvantaged.
  • B. legal reform
    Legal reform is the process of reviewing, amending, and modernizing laws and legal institutions to better reflect current societal values, address injustices, and improve the effectiveness of the legal system.
  • C. policy reform
    Policy reform is the process of systematically changing existing laws, regulations, or institutional rules to better address societal needs, correct shortcomings, or achieve new public goals.
  • D. welfare state model
    A welfare state model is a conceptual framework describing how a government organizes and delivers social protection, public services, and income redistribution to promote citizens’ well-being and reduce inequality.
  • E. federal law
    A federal law is a legally binding rule or statute enacted by a national government’s legislative body that applies uniformly across all states or regions within that nation.
  • F. None of above.

Provenance (1 batch)

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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
Created at: March 6, 2026, 9:43 p.m.