Triple

T569768
Position Surface form Disambiguated ID Type / Status
Subject United States bankruptcy courts E13635 entity
Predicate governingStatute P1051 FINISHED
Object 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.
E71437 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: Bankruptcy Reform Act of 1978 | Statement: [United States bankruptcy courts, governingStatute, Bankruptcy Reform Act of 1978]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bankruptcy Reform Act of 1978
Context triple: [United States bankruptcy courts, governingStatute, Bankruptcy Reform Act of 1978]
  • A. Federal Courts Improvement Act of 1982
    The Federal Courts Improvement Act of 1982 is a U.S. federal law that reorganized parts of the federal judiciary, most notably consolidating certain appellate functions into the newly established United States Court of Appeals for the Federal Circuit.
  • B. Federal Reserve Reform Act of 1977
    The Federal Reserve Reform Act of 1977 was a U.S. law that strengthened congressional oversight of the Federal Reserve and clarified its monetary policy objectives, including promoting maximum employment and price stability.
  • C. Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985
    The Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985 was a landmark U.S. federal law that sought to reduce the federal budget deficit through automatic spending cuts if specified deficit targets were not met.
  • D. Bank Merger Act of 1960
    The Bank Merger Act of 1960 is a U.S. federal law that established regulatory oversight and antitrust review of bank mergers to prevent undue concentration and protect competition in the banking industry.
  • E. Reorganization Plan No. 2 of 1973
    Reorganization Plan No. 2 of 1973 was a U.S. presidential reorganization measure that consolidated federal drug law enforcement functions into the newly created Drug Enforcement Administration (DEA).
  • 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: Bankruptcy Reform Act of 1978
Triple: [United States bankruptcy courts, governingStatute, Bankruptcy Reform Act of 1978]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bankruptcy Reform Act of 1978
Target entity description: 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.
  • A. Federal Courts Improvement Act of 1982
    The Federal Courts Improvement Act of 1982 is a U.S. federal law that reorganized parts of the federal judiciary, most notably consolidating certain appellate functions into the newly established United States Court of Appeals for the Federal Circuit.
  • B. Federal Reserve Reform Act of 1977
    The Federal Reserve Reform Act of 1977 was a U.S. law that strengthened congressional oversight of the Federal Reserve and clarified its monetary policy objectives, including promoting maximum employment and price stability.
  • C. Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985
    The Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985 was a landmark U.S. federal law that sought to reduce the federal budget deficit through automatic spending cuts if specified deficit targets were not met.
  • D. Bank Merger Act of 1960
    The Bank Merger Act of 1960 is a U.S. federal law that established regulatory oversight and antitrust review of bank mergers to prevent undue concentration and protect competition in the banking industry.
  • E. Reorganization Plan No. 2 of 1973
    Reorganization Plan No. 2 of 1973 was a U.S. presidential reorganization measure that consolidated federal drug law enforcement functions into the newly created Drug Enforcement Administration (DEA).
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b057e708190b4e5975516e58993 completed March 1, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4fc81d6d4819090d91560efaa085d completed March 2, 2026, 2:57 a.m.
NEDg Description generation batch_69a4fd3e91ec819081f8dadcef388ef5 completed March 2, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69a4fda77c8c8190bdbb6b06a9923f54 completed March 2, 2026, 3:01 a.m.
Created at: March 1, 2026, 7:33 p.m.