Triple
T2897952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Unemployment Tax Act |
E63986
|
entity |
| Predicate | returnForm |
P37728
|
FINISHED |
| Object | IRS Form 940 |
E184398
|
NE FINISHED |
How this triple was built (3 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: IRS Form 940 | Statement: [Federal Unemployment Tax Act, returnForm, IRS Form 940]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IRS Form 940 Context triple: [Federal Unemployment Tax Act, returnForm, IRS Form 940]
-
A.
Form 940
chosen
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
B.
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.
-
C.
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.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: returnForm Context triple: [Federal Unemployment Tax Act, returnForm, IRS Form 940]
-
A.
refundForm
Indicates that an entity is a form or process used to request or process a refund for another entity.
-
B.
returnService
Indicates a relationship where a service that was previously provided is being sent back, reversed, or requested to be undone or refunded.
-
C.
returnedFrom
Indicates that an entity has come back or been sent back from a specified source, location, or prior state.
-
D.
returnFiling
chosen
Indicates the act of submitting or lodging a formal return (such as a tax or regulatory report) to the appropriate authority.
-
E.
subsequentForm
Indicates that one form, version, or state of something occurs later in sequence or development than another.
- F. None of above.
Provenance (4 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_69ab4c45822c8190830c5f2bb97bcfd0 |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe08fe3248190a6bb7de2a2c317b1 |
completed | March 7, 2026, 8:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03188d84081909e23b46c2f75250b |
completed | March 10, 2026, 2:58 p.m. |
| PD | Predicate disambiguation | batch_69abdd17bcdc8190aa47274a50ba4ad4 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:08 p.m.