Triple

T2435871
Position Surface form Disambiguated ID Type / Status
Subject Personal Responsibility and Work Opportunity Reconciliation Act of 1996 E52957 entity
Predicate includesTitle P3254 FINISHED
Object Title I—Block Grants for Temporary Assistance for Needy Families E8045 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: Title I—Block Grants for Temporary Assistance for Needy Families | Statement: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, includesTitle, Title I—Block Grants for Temporary Assistance for Needy Families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title I—Block Grants for Temporary Assistance for Needy Families
Context triple: [Personal Responsibility and Work Opportunity Reconciliation Act of 1996, includesTitle, Title I—Block Grants for Temporary Assistance for Needy Families]
  • A. Temporary Assistance for Needy Families chosen
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • B. Public Welfare Amendments of 1962
    The Public Welfare Amendments of 1962 were a major U.S. federal law that reformed and expanded social welfare programs, particularly Aid to Families with Dependent Children, to emphasize social services and rehabilitation for recipients.
  • C. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • D. Title IX of the Social Security Act
    Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
  • E. Title I, Part A
    Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9cd49b48190bff10a5ab7cef483 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
Created at: March 6, 2026, 9:43 p.m.