Triple
T263661
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Insurance Contributions Act taxes |
E5806
|
entity |
| Predicate | reportedByEmployersOn |
P2228
|
FINISHED |
| Object |
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.
|
E35021
|
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: Form 941 | Statement: [Federal Insurance Contributions Act taxes, reportedByEmployersOn, Form 941]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Form 941 Context triple: [Federal Insurance Contributions Act taxes, reportedByEmployersOn, Form 941]
-
A.
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.
-
B.
Federal Insurance Contributions Act taxes
Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
-
C.
Internal Revenue Service
The Internal Revenue Service is the U.S. federal agency responsible for administering and enforcing the nation’s tax laws and collecting federal taxes.
-
D.
Internal Revenue Code
The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
-
E.
Foreign Bank and Financial Accounts Reports
Foreign Bank and Financial Accounts Reports are mandatory U.S. filings that disclose individuals’ and entities’ financial interests in or authority over foreign bank and financial accounts to help prevent tax evasion and financial crimes.
- 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 941 Triple: [Federal Insurance Contributions Act taxes, reportedByEmployersOn, Form 941]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Form 941 Target entity description: 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.
-
A.
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.
-
B.
Federal Insurance Contributions Act taxes
Federal Insurance Contributions Act taxes are U.S. payroll taxes imposed on employers and employees to finance Social Security and Medicare programs.
-
C.
Internal Revenue Service
The Internal Revenue Service is the U.S. federal agency responsible for administering and enforcing the nation’s tax laws and collecting federal taxes.
-
D.
Internal Revenue Code
The Internal Revenue Code is the comprehensive body of federal tax law in the United States that governs the assessment and collection of most national taxes.
-
E.
Foreign Bank and Financial Accounts Reports
Foreign Bank and Financial Accounts Reports are mandatory U.S. filings that disclose individuals’ and entities’ financial interests in or authority over foreign bank and financial accounts to help prevent tax evasion and financial crimes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: reportedByEmployersOn Context triple: [Federal Insurance Contributions Act taxes, reportedByEmployersOn, Form 941]
-
A.
employedPeople
Indicates that there exists a relationship where people are currently working in jobs or positions, typically under an employer.
-
B.
employedApproximately
Indicates that one entity employs another in a manner where the number, duration, or extent of employment is approximate rather than exact.
-
C.
employerType
Indicates the classification or category of an employer in relation to the entity (e.g., public, private, nonprofit, self-employed).
-
D.
employer
Indicates a relationship where one entity hires, pays, and oversees the work of another entity.
-
E.
officiallyReports
chosen
Indicates that one entity formally provides information, updates, or accountability to another entity within an official or authorized reporting structure.
- 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_69a258dd8ea08190ac554a1cc8dfd8c3 |
completed | Feb. 28, 2026, 2:54 a.m. |
| NER | Named-entity recognition | batch_69a25d8e809881908a58c9a4e3ba07c3 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a38b8e36b481909f9a039236e663df |
completed | March 1, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69a38bf7a0008190ba086ca136571c1f |
completed | March 1, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38c4691688190a552e40747baa464 |
completed | March 1, 2026, 12:45 a.m. |
| PD | Predicate disambiguation | batch_69a25b6e07748190834022a65ba6d803 |
completed | Feb. 28, 2026, 3:05 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.