Triple

T3391807
Position Surface form Disambiguated ID Type / Status
Subject Title 11 of the United States Code E71436 entity
Predicate contains P35 FINISHED
Object Chapter 11 – Reorganization
Chapter 11 – Reorganization is a key section of U.S. bankruptcy law that allows businesses (and some individuals) to restructure their debts and operations under court supervision while continuing to operate.
E354493 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: Chapter 11 – Reorganization | Statement: [Title 11 of the United States Code, contains, Chapter 11 – Reorganization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chapter 11 – Reorganization
Context triple: [Title 11 of the United States Code, contains, Chapter 11 – Reorganization]
  • A. Chapter VII: The Convalescent
    "Chapter VII: The Convalescent" is a chapter in Nathaniel Hawthorne’s novel *The Blithedale Romance* that focuses on a period of recovery and introspection for one of the central characters, deepening the book’s themes of idealism, disillusionment, and psychological complexity.
  • B. 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).
  • C. Reorganization Plan No. 1 of 1968
    Reorganization Plan No. 1 of 1968 was a U.S. presidential reorganization measure that consolidated federal drug law enforcement functions, leading to the creation of the Bureau of Narcotics and Dangerous Drugs within the Department of Justice.
  • D. Reorganization Plan No. 1 of 1953
    Reorganization Plan No. 1 of 1953 was a U.S. presidential reorganization measure that abolished the Federal Security Agency and consolidated its functions into the newly created Department of Health, Education, and Welfare.
  • E. Reorganization Plan No. 3 of 1979
    Reorganization Plan No. 3 of 1979 is a U.S. presidential reorganization measure that significantly restructured federal trade functions, elevating and defining the role of the United States Trade Representative in coordinating and leading U.S. trade policy.
  • 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: Chapter 11 – Reorganization
Triple: [Title 11 of the United States Code, contains, Chapter 11 – Reorganization]
Generated description
Chapter 11 – Reorganization is a key section of U.S. bankruptcy law that allows businesses (and some individuals) to restructure their debts and operations under court supervision while continuing to operate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chapter 11 – Reorganization
Target entity description: Chapter 11 – Reorganization is a key section of U.S. bankruptcy law that allows businesses (and some individuals) to restructure their debts and operations under court supervision while continuing to operate.
  • A. Chapter VII: The Convalescent
    "Chapter VII: The Convalescent" is a chapter in Nathaniel Hawthorne’s novel *The Blithedale Romance* that focuses on a period of recovery and introspection for one of the central characters, deepening the book’s themes of idealism, disillusionment, and psychological complexity.
  • B. 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).
  • C. Reorganization Plan No. 1 of 1968
    Reorganization Plan No. 1 of 1968 was a U.S. presidential reorganization measure that consolidated federal drug law enforcement functions, leading to the creation of the Bureau of Narcotics and Dangerous Drugs within the Department of Justice.
  • D. Reorganization Plan No. 1 of 1953
    Reorganization Plan No. 1 of 1953 was a U.S. presidential reorganization measure that abolished the Federal Security Agency and consolidated its functions into the newly created Department of Health, Education, and Welfare.
  • E. Reorganization Plan No. 3 of 1979
    Reorganization Plan No. 3 of 1979 is a U.S. presidential reorganization measure that significantly restructured federal trade functions, elevating and defining the role of the United States Trade Representative in coordinating and leading U.S. trade policy.
  • 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.