Triple

T3391871
Position Surface form Disambiguated ID Type / Status
Subject Bankruptcy Reform Act of 1978 E71437 entity
Predicate influencedBy P9 FINISHED
Object 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.
E354498 NE FINISHED

How this triple was built (4 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: Commission on the Bankruptcy Laws of the United States | Statement: [Bankruptcy Reform Act of 1978, influencedBy, Commission on the Bankruptcy Laws of the United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commission on the Bankruptcy Laws of the United States
Context triple: [Bankruptcy Reform Act of 1978, influencedBy, Commission on the Bankruptcy Laws of the United States]
  • A. 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.
  • 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 Reporter
    Bankruptcy Reporter is a specialized legal case reporter that compiles and publishes U.S. court decisions related to bankruptcy law.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Commission on the Bankruptcy Laws of the United States
Triple: [Bankruptcy Reform Act of 1978, influencedBy, Commission on the Bankruptcy Laws of the United States]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commission on the Bankruptcy Laws of the United States
Target entity description: 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.
  • A. 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.
  • 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 Reporter
    Bankruptcy Reporter is a specialized legal case reporter that compiles and publishes U.S. court decisions related to bankruptcy law.
  • E. 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.
  • F. None of above. chosen

Provenance (5 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.
NEDg Description generation batch_69b34e45a6c08190a0011eaa60f3d50a completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34eba517881908806b1ac285448ff completed March 12, 2026, 11:39 p.m.
Created at: March 8, 2026, 3:14 p.m.