Triple

T11259259
Position Surface form Disambiguated ID Type / Status
Subject Title VIII – Food Stamp Provisions E266518 entity
Predicate componentOf P35 FINISHED
Object welfare reform legislation of the 104th United States Congress E52957 NE FINISHED

How this triple was built (2 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 reform legislation of the 104th United States Congress | Statement: [Title VIII – Food Stamp Provisions, componentOf, welfare reform legislation of the 104th United States Congress]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: welfare reform legislation of the 104th United States Congress
Context triple: [Title VIII – Food Stamp Provisions, componentOf, welfare reform legislation of the 104th United States Congress]
  • A. Welfare reform in Wisconsin
    Welfare reform in Wisconsin was a pioneering state-level overhaul of public assistance programs in the 1990s, led by Governor Tommy Thompson, that became a national model for reducing welfare rolls and promoting work requirements.
  • B. Personal Responsibility and Work Opportunity Reconciliation Act of 1996 chosen
    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. Social Security Independence and Program Improvements Act of 1994
    The Social Security Independence and Program Improvements Act of 1994 is a U.S. federal law that restructured Social Security administration by establishing the Social Security Administration as an independent agency and enhancing the management and delivery of its programs.
  • D. Social Security Amendments of 1994
    The Social Security Amendments of 1994 were U.S. federal legislation that made significant changes to the Social Security program, including reforms to its financing and administration to help ensure its long-term solvency.
  • E. Welfare Reform Act 2007
    The Welfare Reform Act 2007 is a UK law that overhauled the disability and incapacity benefits system, introducing Employment and Support Allowance and new work-focused requirements for claimants.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccada158819080e49833e09f84a0 completed April 19, 2026, 12:38 p.m.
Created at: April 8, 2026, 9:31 p.m.