Triple

T787948
Position Surface form Disambiguated ID Type / Status
Subject Title 26 of the United States Code E16845 entity
Predicate contains P35 FINISHED
Object Subtitle A – Income Taxes
Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
E92916 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 A – Income Taxes | Statement: [Title 26 of the United States Code, contains, Subtitle A – Income Taxes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subtitle A – Income Taxes
Context triple: [Title 26 of the United States Code, contains, Subtitle A – Income Taxes]
  • A. 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.
  • B. Section of Taxation
    The Section of Taxation is the American Bar Association’s primary professional group for lawyers and other practitioners specializing in federal, state, and local tax law.
  • C. Subchapter C
    Subchapter C is the section of the U.S. tax code that governs the federal income taxation of corporations and their shareholders, including rules on corporate formations, operations, distributions, and reorganizations.
  • D. Subchapter M
    Subchapter M is a section of the U.S. Internal Revenue Code that sets the tax rules and qualification requirements for regulated investment companies, including most mutual funds and ETFs.
  • E. 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.
  • 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 A – Income Taxes
Triple: [Title 26 of the United States Code, contains, Subtitle A – Income Taxes]
Generated description
Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subtitle A – Income Taxes
Target entity description: Subtitle A – Income Taxes is the portion of the U.S. Internal Revenue Code that sets out the primary federal income tax laws for individuals, corporations, and other taxpayers.
  • A. 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.
  • B. Section of Taxation
    The Section of Taxation is the American Bar Association’s primary professional group for lawyers and other practitioners specializing in federal, state, and local tax law.
  • C. Subchapter C
    Subchapter C is the section of the U.S. tax code that governs the federal income taxation of corporations and their shareholders, including rules on corporate formations, operations, distributions, and reorganizations.
  • D. Subchapter M
    Subchapter M is a section of the U.S. Internal Revenue Code that sets the tax rules and qualification requirements for regulated investment companies, including most mutual funds and ETFs.
  • E. 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.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a78171908190a38a70274bfbebf9 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6733e47148190bad0ac71cf45dd85 completed March 3, 2026, 5:35 a.m.
NEDg Description generation batch_69a673afbd308190863aea2ff0f650cb completed March 3, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a6743f50d0819089885836b9668466 completed March 3, 2026, 5:40 a.m.
Created at: March 1, 2026, 7:38 p.m.