Triple

T3391781
Position Surface form Disambiguated ID Type / Status
Subject United States bankruptcy law E71435 entity
Predicate amendedBy P1121 FINISHED
Object Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 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: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005 | Statement: [United States bankruptcy law, amendedBy, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
Context triple: [United States bankruptcy law, amendedBy, Bankruptcy Abuse Prevention and Consumer Protection Act of 2005]
  • 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. Fraud Enforcement and Recovery Act of 2009
    The Fraud Enforcement and Recovery Act of 2009 is a U.S. federal law that strengthened criminal and civil enforcement against financial fraud, particularly in response to the 2008 financial crisis.
  • E. Debt Collection Improvement Act of 1996
    The Debt Collection Improvement Act of 1996 is a U.S. federal law that strengthened the government’s ability to collect delinquent non-tax debts by standardizing collection practices, expanding administrative offset, and promoting the use of centralized debt management systems.
  • 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_69ad85a9c4a88190a854019341cb3b60 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb850594c81909b6f8a384fc98cb2 completed March 8, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bc62c788190b6097e02601df386 completed March 12, 2026, 11:27 p.m.
Created at: March 8, 2026, 3:14 p.m.