Triple
T1620617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Form 941 |
E35021
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Form 940
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
|
E184398
|
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 940 | Statement: [Form 941, relatedTo, Form 940]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Form 940 Context triple: [Form 941, relatedTo, Form 940]
-
A.
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.
-
B.
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.
-
C.
FATCA Form 8938
FATCA Form 8938 is an IRS tax form used by certain U.S. taxpayers to report specified foreign financial assets under the Foreign Account Tax Compliance Act.
-
D.
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.
-
E.
Form U4
Form U4 is the uniform registration form used by broker-dealer and investment adviser representatives in the United States to apply for and update their licensing and disclosure information with regulators.
- 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 940 Triple: [Form 941, relatedTo, Form 940]
Generated description
Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Form 940 Target entity description: Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
-
A.
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.
-
B.
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.
-
C.
FATCA Form 8938
FATCA Form 8938 is an IRS tax form used by certain U.S. taxpayers to report specified foreign financial assets under the Foreign Account Tax Compliance Act.
-
D.
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.
-
E.
Form U4
Form U4 is the uniform registration form used by broker-dealer and investment adviser representatives in the United States to apply for and update their licensing and disclosure information with regulators.
- 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_69a886023194819080a3fccd6e325d0e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909b0738c8190b073e0ccec5e217d |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58c9ed4c8190a546ec4977f60695 |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad5a0a88ac819096598917c2c9de48 |
completed | March 8, 2026, 11:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5a85071c8190bab5cefcd918bb8d |
completed | March 8, 2026, 11:16 a.m. |
Created at: March 4, 2026, 7:28 p.m.