Triple
T2020475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FATCA Form 8938 |
E44092
|
entity |
| Predicate | attachedTo |
P10139
|
FINISHED |
| Object |
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.
|
E224732
|
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 1040 | Statement: [FATCA Form 8938, attachedTo, Form 1040]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Form 1040 Context triple: [FATCA Form 8938, attachedTo, Form 1040]
-
A.
Form 941
Form 941 is a quarterly IRS tax return that employers use to report wages paid, income tax withheld, and Social Security and Medicare payroll taxes.
-
B.
Form 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
C.
Form 944
Form 944 is an annual IRS tax form that certain small employers use to report federal income tax withheld and Social Security and Medicare taxes.
-
D.
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.
-
E.
Form W-2
Form W-2 is an IRS tax document that employers must provide to employees each year summarizing their wages and the taxes withheld from their pay.
- 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 1040 Triple: [FATCA Form 8938, attachedTo, Form 1040]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Form 1040 Target entity description: 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.
-
A.
Form 941
Form 941 is a quarterly IRS tax return that employers use to report wages paid, income tax withheld, and Social Security and Medicare payroll taxes.
-
B.
Form 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
C.
Form 944
Form 944 is an annual IRS tax form that certain small employers use to report federal income tax withheld and Social Security and Medicare taxes.
-
D.
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.
-
E.
Form W-2
Form W-2 is an IRS tax document that employers must provide to employees each year summarizing their wages and the taxes withheld from their pay.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8d0bcbc8190bbbb726ecae1c51b |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0af3f484819085e18a1f9c2e7f9a |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b78340c8190897a8cbba418cb00 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c01b30c81908394e31aa3238bfa |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:38 p.m.