Triple

T12445462
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 E297385 entity
Predicate alsoKnownAs P39 FINISHED
Object 2005 bankruptcy reform law E297385 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: 2005 bankruptcy reform law | Statement: [Bankruptcy Abuse Prevention and Consumer Protection Act of 2005, alsoKnownAs, 2005 bankruptcy reform law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 2005 bankruptcy reform law
Context triple: [Bankruptcy Abuse Prevention and Consumer Protection Act of 2005, alsoKnownAs, 2005 bankruptcy reform law]
  • A. Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 chosen
    The Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 is a major U.S. federal law that overhauled bankruptcy rules by tightening eligibility for Chapter 7 liquidation and imposing stricter requirements on consumer debtors.
  • B. Bankruptcy Reform Act of 1978
    The Bankruptcy Reform Act of 1978 is a landmark U.S. federal law that overhauled the nation’s bankruptcy system, creating the modern bankruptcy code and structure of bankruptcy courts.
  • C. Bankruptcy Amendments and Federal Judgeship Act of 1984
    The Bankruptcy Amendments and Federal Judgeship Act of 1984 is a U.S. federal law that overhauled the bankruptcy system and restructured the jurisdiction and authority of federal bankruptcy courts and judges.
  • D. United States bankruptcy law
    United States bankruptcy law is the federal legal framework that governs how individuals and businesses resolve or discharge their debts through court-supervised proceedings.
  • E. Commission on the Bankruptcy Laws of the United States
    The Commission on the Bankruptcy Laws of the United States was a federal advisory body established by Congress in the late 1960s to study and recommend comprehensive reforms to the nation’s bankruptcy system.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f132d048190b58a8381bdc74cad completed May 2, 2026, 6:14 p.m.
Created at: April 8, 2026, 9:55 p.m.