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.