Triple

T803472
Position Surface form Disambiguated ID Type / Status
Subject Title 31 of the United States Code E17178 entity
Predicate contains P35 FINISHED
Object Subtitle III – Financial Management
Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
 E95113 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: Subtitle III – Financial Management | Statement: [Title 31 of the United States Code, contains, Subtitle III – Financial Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Subtitle III – Financial Management
Context triple: [Title 31 of the United States Code, contains, Subtitle III – Financial Management]
  • A. Subtitle I – Trust Fund Code
    Subtitle I – Trust Fund Code is a section of the U.S. Internal Revenue Code that sets out rules governing federal trust funds and the management of certain dedicated tax revenues.
  • B. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • C. Subchapter L
    Subchapter L is the portion of the U.S. Internal Revenue Code that sets forth the federal income tax rules applicable to insurance companies.
  • D. Subchapter J
    Subchapter J is the portion of the U.S. Internal Revenue Code that governs the income taxation of estates, trusts, and their beneficiaries.
  • E. Subtitle F – Procedure and Administration
    Subtitle F – Procedure and Administration is the portion of the U.S. Internal Revenue Code that sets out the rules and processes for tax assessment, collection, enforcement, and related administrative procedures.
  • 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: Subtitle III – Financial Management
Triple: [Title 31 of the United States Code, contains, Subtitle III – Financial Management]
Generated description
Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Subtitle III – Financial Management
Target entity description: Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
  • A. Subtitle I – Trust Fund Code
    Subtitle I – Trust Fund Code is a section of the U.S. Internal Revenue Code that sets out rules governing federal trust funds and the management of certain dedicated tax revenues.
  • B. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • C. Subchapter L
    Subchapter L is the portion of the U.S. Internal Revenue Code that sets forth the federal income tax rules applicable to insurance companies.
  • D. Subchapter J
    Subchapter J is the portion of the U.S. Internal Revenue Code that governs the income taxation of estates, trusts, and their beneficiaries.
  • E. Subtitle F – Procedure and Administration
    Subtitle F – Procedure and Administration is the portion of the U.S. Internal Revenue Code that sets out the rules and processes for tax assessment, collection, enforcement, and related administrative procedures.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aabd9fc081908ccadd8e8769de2d completed March 1, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68926c04081908923a7d114d1842d completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a693cf5f348190868cdf3539274aeb completed March 3, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69a6d5bc74008190b94ef7ea63f39671 completed March 3, 2026, 12:36 p.m.
Created at: March 1, 2026, 7:38 p.m.