Triple

T3885215
Position Surface form Disambiguated ID Type / Status
Subject 26 U.S.C. § 6672 E92922 entity
Predicate subchapterOf P28620 FINISHED
Object Subchapter B of Chapter 68 of the Internal Revenue Code
Subchapter B of Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that sets out various assessable penalties, including those imposed on responsible persons for certain failures related to tax withholding and payment.
E394476 NE FINISHED

How this triple was built (5 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: Subchapter B of Chapter 68 of the Internal Revenue Code | Statement: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subchapter B of Chapter 68 of the Internal Revenue Code
Context triple: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
  • A. Subchapter N of the Internal Revenue Code
    Subchapter N of the Internal Revenue Code contains the U.S. federal tax rules governing the taxation of nonresident aliens, foreign corporations, and income from sources outside the United States.
  • B. Internal Revenue Code
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • C. Subchapter K
    Subchapter K is the section of the U.S. Internal Revenue Code that governs the federal income tax treatment of partnerships and their partners.
  • 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. 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.
  • 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: Subchapter B of Chapter 68 of the Internal Revenue Code
Triple: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
Generated description
Subchapter B of Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that sets out various assessable penalties, including those imposed on responsible persons for certain failures related to tax withholding and payment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subchapter B of Chapter 68 of the Internal Revenue Code
Target entity description: Subchapter B of Chapter 68 of the Internal Revenue Code is the section of U.S. federal tax law that sets out various assessable penalties, including those imposed on responsible persons for certain failures related to tax withholding and payment.
  • A. Subchapter N of the Internal Revenue Code
    Subchapter N of the Internal Revenue Code contains the U.S. federal tax rules governing the taxation of nonresident aliens, foreign corporations, and income from sources outside the United States.
  • B. Internal Revenue Code
    The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
  • C. Subchapter K
    Subchapter K is the section of the U.S. Internal Revenue Code that governs the federal income tax treatment of partnerships and their partners.
  • 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. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subchapterOf
Context triple: [26 U.S.C. § 6672, subchapterOf, Subchapter B of Chapter 68 of the Internal Revenue Code]
  • A. containsSubchapter
    Indicates that one chapter or section includes another, more specific subchapter as a part of its structure.
  • B. subunitOf chosen
    Indicates that one entity functions as a component or smaller part within the structure or organization of another, larger entity.
  • C. subbranchOf
    Indicates that one entity is a subordinate or secondary branch derived from, and structurally dependent on, another entity.
  • D. subdividedBy
    Indicates that something is divided into smaller parts or sections by another entity or criterion.
  • E. chapterOn
    Indicates that one entity (typically a chapter) is about, discusses, or focuses on the subject represented by another entity.
  • F. None of above.

Provenance (6 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeec92cc548190b88b899299e5ccdc completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5125bee048190ba7553797e9fd254 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512e3721c8190accd26499191c153 completed March 14, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69b513618b888190acda94dcc91d24d2 completed March 14, 2026, 7:50 a.m.
PD Predicate disambiguation batch_69aee759609c8190985e96ec6d96dedd completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:20 p.m.