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Form N-Q is a now-superseded SEC filing that required registered investment companies to report their complete portfolio holdings for their first and third fiscal quarters.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.