Triple
T7846218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Form 1099-NEC |
E181927
|
entity |
| Predicate | officialInstructionsDocument |
P19006
|
FINISHED |
| Object |
Instructions for Forms 1099-MISC and 1099-NEC
Instructions for Forms 1099-MISC and 1099-NEC is an IRS publication that explains how payers must complete and file these information returns to report various types of non-employee and miscellaneous income.
|
E698590
|
NE FINISHED |
How this triple was built (5 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: Instructions for Forms 1099-MISC and 1099-NEC | Statement: [Form 1099-NEC, officialInstructionsDocument, Instructions for Forms 1099-MISC and 1099-NEC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Instructions for Forms 1099-MISC and 1099-NEC Context triple: [Form 1099-NEC, officialInstructionsDocument, Instructions for Forms 1099-MISC and 1099-NEC]
-
A.
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.
-
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 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
E.
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.
- 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: Instructions for Forms 1099-MISC and 1099-NEC Triple: [Form 1099-NEC, officialInstructionsDocument, Instructions for Forms 1099-MISC and 1099-NEC]
Generated description
Instructions for Forms 1099-MISC and 1099-NEC is an IRS publication that explains how payers must complete and file these information returns to report various types of non-employee and miscellaneous income.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Instructions for Forms 1099-MISC and 1099-NEC Target entity description: Instructions for Forms 1099-MISC and 1099-NEC is an IRS publication that explains how payers must complete and file these information returns to report various types of non-employee and miscellaneous income.
-
A.
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.
-
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 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: officialInstructionsDocument Context triple: [Form 1099-NEC, officialInstructionsDocument, Instructions for Forms 1099-MISC and 1099-NEC]
-
A.
institutionDocument
Indicates that a document is officially issued, held, or associated with a particular institution.
-
B.
regulatoryDocument
Indicates a relationship where one entity serves as a regulatory document that defines rules, standards, or requirements governing another entity.
-
C.
confirmationDocument
Indicates that there exists a document serving as formal confirmation or verification of an action, event, or agreement between entities.
-
D.
publicDocument
Indicates that a document is officially available to the general public without access restrictions.
-
E.
documentationType
chosen
Indicates the specific category or kind of documentation associated with or required for an entity or process.
- F. None of above.
Provenance (6 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. |
| PD | Predicate disambiguation | batch_69cae92180f88190ae3d44c3de7adc93 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:49 p.m.