Triple

T11259298
Position Surface form Disambiguated ID Type / Status
Subject Title IX – Miscellaneous Provisions E266519 entity
Predicate relatedTo P37 FINISHED
Object Personal Responsibility and Work Opportunity Reconciliation Act implementation 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: Personal Responsibility and Work Opportunity Reconciliation Act implementation | Statement: [Title IX – Miscellaneous Provisions, relatedTo, Personal Responsibility and Work Opportunity Reconciliation Act implementation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Personal Responsibility and Work Opportunity Reconciliation Act implementation
Context triple: [Title IX – Miscellaneous Provisions, relatedTo, Personal Responsibility and Work Opportunity Reconciliation Act implementation]
  • A. 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.
  • B. Comprehensive Employment and Training Act amendments
    The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
  • 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. Job Training Partnership Act
    The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
  • E. Job Creation and Wage Enhancement Act proposal
    The Job Creation and Wage Enhancement Act proposal was a key legislative package within the 1994 Republican "Contract with America" aimed at stimulating economic growth, boosting employment, and improving worker wages through tax and regulatory reforms.
  • 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_69e509f7d404819086cf5d062edbaff5 completed April 19, 2026, 4:59 p.m.
Created at: April 8, 2026, 9:31 p.m.