Triple

T13786473
Position Surface form Disambiguated ID Type / Status
Subject Form 2553 E331269 entity
Predicate governingLawSection P90195 FINISHED
Object Internal Revenue Code section 1362
Internal Revenue Code section 1362 is the federal tax provision that sets out the rules and requirements for corporations to elect and maintain S corporation status.
E1062375 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: Internal Revenue Code section 1362 | Statement: [Form 2553, governingLawSection, Internal Revenue Code section 1362]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 1362
Context triple: [Form 2553, governingLawSection, Internal Revenue Code section 1362]
  • A. Internal Revenue Code section 51
    Internal Revenue Code section 51 is the federal tax law provision that authorizes and defines the Work Opportunity Tax Credit, allowing employers to claim credits for hiring individuals from certain targeted groups.
  • B. Internal Revenue Code section 4671
    Internal Revenue Code section 4671 is the federal tax provision that imposes excise taxes on certain chemicals and related substances to help fund environmental cleanup under the Superfund program.
  • C. Internal Revenue Code section 4611
    Internal Revenue Code section 4611 is the federal tax provision that imposes excise taxes on certain chemicals and petroleum products to help fund environmental cleanup under the Superfund program.
  • D. 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.
  • E. Internal Revenue Code section 4612
    Internal Revenue Code section 4612 is a U.S. tax provision that defines and governs the application of excise taxes related to environmental “Superfund” programs, including the types of chemicals and petroleum products subject to these 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: Internal Revenue Code section 1362
Triple: [Form 2553, governingLawSection, Internal Revenue Code section 1362]
Generated description
Internal Revenue Code section 1362 is the federal tax provision that sets out the rules and requirements for corporations to elect and maintain S corporation status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Internal Revenue Code section 1362
Target entity description: Internal Revenue Code section 1362 is the federal tax provision that sets out the rules and requirements for corporations to elect and maintain S corporation status.
  • A. Internal Revenue Code section 51
    Internal Revenue Code section 51 is the federal tax law provision that authorizes and defines the Work Opportunity Tax Credit, allowing employers to claim credits for hiring individuals from certain targeted groups.
  • B. Internal Revenue Code section 4671
    Internal Revenue Code section 4671 is the federal tax provision that imposes excise taxes on certain chemicals and related substances to help fund environmental cleanup under the Superfund program.
  • C. Internal Revenue Code section 4611
    Internal Revenue Code section 4611 is the federal tax provision that imposes excise taxes on certain chemicals and petroleum products to help fund environmental cleanup under the Superfund program.
  • D. 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.
  • E. Internal Revenue Code section 4612
    Internal Revenue Code section 4612 is a U.S. tax provision that defines and governs the application of excise taxes related to environmental “Superfund” programs, including the types of chemicals and petroleum products subject to these taxes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: governingLawSection
Context triple: [Form 2553, governingLawSection, Internal Revenue Code section 1362]
  • A. governingLawForOccupant
    Indicates the legal framework or set of laws that apply to and regulate the rights, obligations, and activities of a particular occupant.
  • B. governingJurisdictionForRules
    Indicates the legal or regulatory jurisdiction under whose authority a given set of rules or regulations applies.
  • C. legalCodeAppliesTo chosen
    Indicates that a particular legal code or statute is applicable to, or governs, a specified subject, situation, or entity.
  • D. legalLicenseJurisdiction
    Indicates the legal authority or geographic area under whose laws a particular license is granted, valid, or enforced.
  • E. governingConvention
    Indicates that one entity is the formal agreement, treaty, or convention that provides the authoritative rules or framework governing another entity or activity.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0249e4f88190a80316394940627d completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07d872c81908f912263d8f7c80d completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b230fb448190bc16a1d8732ff76f completed May 3, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2c55e188190b0ea8fa400ff2dfc completed May 3, 2026, 8:40 p.m.
PD Predicate disambiguation batch_69dbc85fb600819098a2aab48169be96 completed April 12, 2026, 4:29 p.m.
Created at: April 9, 2026, 10:11 p.m.