Triple

T527164
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Code E10944 entity
Predicate contains P35 FINISHED
Object 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.
E65992 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: Subchapter C | Statement: [Internal Revenue Code, contains, Subchapter C]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subchapter C
Context triple: [Internal Revenue Code, contains, Subchapter C]
  • A. Subchapter S
    Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
  • B. Subtitle C
    Subtitle C is the portion of the Resource Conservation and Recovery Act that establishes the federal regulatory framework for managing hazardous waste from its generation through its final disposal.
  • C. 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.
  • D. Tax Division
    The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
  • E. 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.
  • 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 C
Triple: [Internal Revenue Code, contains, Subchapter C]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subchapter C
Target entity description: 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.
  • A. Subchapter S
    Subchapter S is the section of U.S. tax law that governs S corporations, allowing certain closely held corporations to pass corporate income, losses, deductions, and credits through to their shareholders for federal tax purposes.
  • B. Subtitle C
    Subtitle C is the portion of the Resource Conservation and Recovery Act that establishes the federal regulatory framework for managing hazardous waste from its generation through its final disposal.
  • C. 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.
  • D. Tax Division
    The Tax Division is a component of the U.S. Department of Justice responsible for enforcing federal tax laws and handling civil and criminal tax litigation on behalf of the United States.
  • E. 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.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d2851c81908129f7da932ab7b3 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d71fa881908c52d2a675b5b7d1 completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6643eb481908c1acc6f6d93aa05 completed March 1, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69a4b6d923b881908d5ad572be2c2946 completed March 1, 2026, 9:59 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.