Triple

T2435879
Position Surface form Disambiguated ID Type / Status
Subject PRWORA E52958 entity
Predicate abbreviation P43 FINISHED
Object PRWORA E52958 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: PRWORA | Statement: [PRWORA, abbreviation, PRWORA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PRWORA
Context triple: [PRWORA, abbreviation, PRWORA]
  • A. PRWORA chosen
    PRWORA (the Personal Responsibility and Work Opportunity Reconciliation Act of 1996) is a landmark U.S. welfare reform law that overhauled federal assistance programs by emphasizing work requirements, time-limited benefits, and greater state control.
  • 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. Trafficking Victims Protection Act
    The Trafficking Victims Protection Act is a key U.S. federal law that defines and criminalizes human trafficking, enhances penalties for traffickers, and provides protections and assistance for trafficking victims.
  • D. Trafficking Victims Protection Reauthorization Act of 2013
    The Trafficking Victims Protection Reauthorization Act of 2013 is a U.S. federal law that renewed and strengthened anti-human trafficking measures, including victim protections, prevention efforts, and prosecution tools.
  • E. Trafficking Victims Protection Reauthorization Act of 2017
    The Trafficking Victims Protection Reauthorization Act of 2017 is a U.S. federal law that updates and strengthens existing anti-human trafficking measures, including prevention, victim protection, and prosecution efforts.
  • 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_69aef0ad31b8819084813b65b46bc9fc completed March 9, 2026, 4:09 p.m.
Created at: March 6, 2026, 9:43 p.m.