Triple

T7846077
Position Surface form Disambiguated ID Type / Status
Subject Form 1040-NR filing E181925 entity
Predicate mayRequire P100 FINISHED
Object Schedule NEC (Form 1040-NR)
Schedule NEC (Form 1040-NR) is a U.S. tax form schedule used by nonresident aliens to report certain types of income not effectively connected with a U.S. trade or business, such as investment or passive income, and to calculate the appropriate tax on that income.
E181925 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: Schedule NEC (Form 1040-NR) | Statement: [Form 1040-NR filing, mayRequire, Schedule NEC (Form 1040-NR)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Schedule NEC (Form 1040-NR)
Context triple: [Form 1040-NR filing, mayRequire, Schedule NEC (Form 1040-NR)]
  • A. Form 1040-NR filing
    Form 1040-NR filing is the process by which nonresident aliens report their U.S.-source income and calculate their federal income tax liability to the Internal Revenue Service.
  • B. Form 1040
    Form 1040 is the primary U.S. individual income tax return form used by taxpayers to report their annual income, deductions, and tax liability to the Internal Revenue Service.
  • C. Form N-Q
    Form N-Q is a now-superseded SEC filing that required registered investment companies to report their complete portfolio holdings for their first and third fiscal quarters.
  • D. I-990
    I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
  • E. Form 1099-NEC
    Form 1099-NEC is an IRS tax form used in the United States to report nonemployee compensation, such as payments to independent contractors and freelancers.
  • 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: Schedule NEC (Form 1040-NR)
Triple: [Form 1040-NR filing, mayRequire, Schedule NEC (Form 1040-NR)]
Generated description
Schedule NEC (Form 1040-NR) is a U.S. tax form schedule used by nonresident aliens to report certain types of income not effectively connected with a U.S. trade or business, such as investment or passive income, and to calculate the appropriate tax on that income.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Schedule NEC (Form 1040-NR)
Target entity description: Schedule NEC (Form 1040-NR) is a U.S. tax form schedule used by nonresident aliens to report certain types of income not effectively connected with a U.S. trade or business, such as investment or passive income, and to calculate the appropriate tax on that income.
  • A. Form 1040-NR filing chosen
    Form 1040-NR filing is the process by which nonresident aliens report their U.S.-source income and calculate their federal income tax liability to the Internal Revenue Service.
  • B. Form 1040
    Form 1040 is the primary U.S. individual income tax return form used by taxpayers to report their annual income, deductions, and tax liability to the Internal Revenue Service.
  • C. Form N-Q
    Form N-Q is a now-superseded SEC filing that required registered investment companies to report their complete portfolio holdings for their first and third fiscal quarters.
  • D. I-990
    I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
  • E. Form 1099-NEC
    Form 1099-NEC is an IRS tax form used in the United States to report nonemployee compensation, such as payments to independent contractors and freelancers.
  • F. None of above.

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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb163f5da08190b7340ef4cc01cd19 completed March 31, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5af27c9c8190a3e6062d323acff1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:49 p.m.