Triple

T13786471
Position Surface form Disambiguated ID Type / Status
Subject Form 2553 E331269 entity
Predicate relatedTo P37 FINISHED
Object Form 1120-S
Form 1120-S is the U.S. federal income tax return used by S corporations to report their income, deductions, and other tax-related information to the IRS.
E1062374 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: Form 1120-S | Statement: [Form 2553, relatedTo, Form 1120-S]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form 1120-S
Context triple: [Form 2553, relatedTo, Form 1120-S]
  • A. Form 2553
    Form 2553 is the IRS election form that allows eligible domestic corporations and certain LLCs to be taxed as S corporations for federal income tax purposes.
  • B. Schedule E
    Schedule E is a U.S. tax form used to report supplemental income and losses from rental real estate, royalties, partnerships, S corporations, estates, trusts, and REMICs.
  • C. Schedule C (Form 1040)
    Schedule C (Form 1040) is an IRS tax form used by sole proprietors and self-employed individuals to report income and expenses from their business.
  • D. Schedule SE (Form 1040)
    Schedule SE (Form 1040) is an IRS tax form used by self-employed individuals to calculate and report their self-employment tax, including Social Security and Medicare contributions.
  • E. Form 1040-SR
    Form 1040-SR is a simplified U.S. individual income tax return designed specifically for taxpayers aged 65 and older, featuring larger print and a more straightforward layout.
  • 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: Form 1120-S
Triple: [Form 2553, relatedTo, Form 1120-S]
Generated description
Form 1120-S is the U.S. federal income tax return used by S corporations to report their income, deductions, and other tax-related information to the IRS.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form 1120-S
Target entity description: Form 1120-S is the U.S. federal income tax return used by S corporations to report their income, deductions, and other tax-related information to the IRS.
  • A. Form 2553
    Form 2553 is the IRS election form that allows eligible domestic corporations and certain LLCs to be taxed as S corporations for federal income tax purposes.
  • B. Schedule E
    Schedule E is a U.S. tax form used to report supplemental income and losses from rental real estate, royalties, partnerships, S corporations, estates, trusts, and REMICs.
  • C. Schedule C (Form 1040)
    Schedule C (Form 1040) is an IRS tax form used by sole proprietors and self-employed individuals to report income and expenses from their business.
  • D. Schedule SE (Form 1040)
    Schedule SE (Form 1040) is an IRS tax form used by self-employed individuals to calculate and report their self-employment tax, including Social Security and Medicare contributions.
  • E. Form 1040-SR
    Form 1040-SR is a simplified U.S. individual income tax return designed specifically for taxpayers aged 65 and older, featuring larger print and a more straightforward layout.
  • 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_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.
Created at: April 9, 2026, 10:11 p.m.