Triple

T527167
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Code E10944 entity
Predicate contains P35 FINISHED
Object 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.
E67171 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 L | Statement: [Internal Revenue Code, contains, Subchapter L]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subchapter L
Context triple: [Internal Revenue Code, contains, Subchapter L]
  • 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. 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.
  • C. 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.
  • D. Burns-Porter Act
    The Burns-Porter Act is a 1960 California bond measure and enabling law that financed and established the framework for the statewide State Water Project, one of the largest public water and power systems in the United States.
  • E. Clause 40
    Clause 40 is a famous provision of the Magna Carta that promises royal justice will not be sold, denied, or delayed to any person.
  • 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 L
Triple: [Internal Revenue Code, contains, Subchapter L]
Generated description
Subchapter L is the portion of the U.S. Internal Revenue Code that sets forth the federal income tax rules applicable to insurance companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subchapter L
Target entity description: Subchapter L is the portion of the U.S. Internal Revenue Code that sets forth the federal income tax rules applicable to insurance companies.
  • 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. 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.
  • C. 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.
  • D. Burns-Porter Act
    The Burns-Porter Act is a 1960 California bond measure and enabling law that financed and established the framework for the statewide State Water Project, one of the largest public water and power systems in the United States.
  • E. Clause 40
    Clause 40 is a famous provision of the Magna Carta that promises royal justice will not be sold, denied, or delayed to any person.
  • 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_69a4c02df1fc8190bdb1410bd020af62 completed March 1, 2026, 10:39 p.m.
NEDg Description generation batch_69a4c437206c819087cefdb3d163e953 completed March 1, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69a4c55468808190a997500ad8895f8c completed March 1, 2026, 11:01 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.