Triple

T3391879
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Reform Act of 1978 E71437 entity
Predicate alsoKnownAs P39 FINISHED
Object 1978 Bankruptcy Code reform law E71437 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: 1978 Bankruptcy Code reform law | Statement: [Bankruptcy Reform Act of 1978, alsoKnownAs, 1978 Bankruptcy Code reform law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 1978 Bankruptcy Code reform law
Context triple: [Bankruptcy Reform Act of 1978, alsoKnownAs, 1978 Bankruptcy Code reform law]
  • A. Bankruptcy Reform Act of 1978 chosen
    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.
  • B. 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.
  • C. 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.
  • D. Bankruptcy Abuse Prevention and Consumer Protection Act of 2005
    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.
  • E. Financial Institutions Reform, Recovery, and Enforcement Act of 1989
    The Financial Institutions Reform, Recovery, and Enforcement Act of 1989 is a U.S. federal law enacted in response to the savings and loan crisis, overhauling the regulation of thrift institutions, strengthening enforcement powers, and restructuring federal deposit insurance.
  • 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.