Triple
T7846205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Form 1099-NEC |
E181927
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Form W-9
Form W-9 is an IRS document used by U.S. taxpayers to provide their correct taxpayer identification number and certification to entities that must report income or other payments to the IRS.
|
E698588
|
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 W-9 | Statement: [Form 1099-NEC, relatedTo, Form W-9]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Form W-9 Context triple: [Form 1099-NEC, relatedTo, Form W-9]
-
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.
Form W-3
Form W-3 is a transmittal form used by employers to summarize and submit all employees’ W-2 wage and tax statements to the Social Security Administration.
-
C.
Form 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
D.
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.
-
E.
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.
- 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 W-9 Triple: [Form 1099-NEC, relatedTo, Form W-9]
Generated description
Form W-9 is an IRS document used by U.S. taxpayers to provide their correct taxpayer identification number and certification to entities that must report income or other payments to the IRS.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Form W-9 Target entity description: Form W-9 is an IRS document used by U.S. taxpayers to provide their correct taxpayer identification number and certification to entities that must report income or other payments 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.
Form W-3
Form W-3 is a transmittal form used by employers to summarize and submit all employees’ W-2 wage and tax statements to the Social Security Administration.
-
C.
Form 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
D.
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.
-
E.
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.
- 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_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.