Triple

T21910221
Position Surface form Disambiguated ID Type / Status
Subject United States federal tax system E541038 entity
Predicate includesFilingRequirement P132544 FINISHED
Object Form 941 for employer payroll tax returns — NE NERFINISHED

How this triple was built (2 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 for employer payroll tax returns | Statement: [United States federal tax system, includesFilingRequirement, Form 941 for employer payroll tax returns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Form 941 for employer payroll tax returns
Context triple: [United States federal tax system, includesFilingRequirement, Form 941 for employer payroll tax returns]
  • A. Form 941 chosen
    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.
  • B. Form 940
    Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
  • C. 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.
  • D. Form 1040
    Form 1040 is the primary U.S. individual income tax return form used by taxpayers to report their annual income, deductions, and tax liability to the Internal Revenue Service.
  • E. Schedule E
    Schedule E is a U.S. tax form used to report supplemental income and losses from rental real estate, royalties, partnerships, S corporations, estates, trusts, and REMICs.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c47c4b9c8190a5586a75f5f36453 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f121d9796881909fc1454a7b61b8fe completed April 28, 2026, 9:08 p.m.
Created at: April 16, 2026, 7:40 p.m.