Triple

T1605612
Position Surface form Disambiguated ID Type / Status
Subject Form W-2 E34496 entity
Predicate relatedForm P21674 FINISHED
Object 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.
E181927 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 1099-NEC | Statement: [Form W-2, relatedForm, Form 1099-NEC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form 1099-NEC
Context triple: [Form W-2, relatedForm, Form 1099-NEC]
  • A. 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.
  • B. 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.
  • 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 I-9
    Form I-9 is a U.S. Citizenship and Immigration Services document used by employers to verify the identity and employment authorization of individuals hired for work in the United States.
  • E. Federal Unemployment Tax Act
    The Federal Unemployment Tax Act is a U.S. federal law that imposes a payroll tax on employers to fund state workforce agencies and provide unemployment compensation to eligible workers who lose their jobs.
  • 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 1099-NEC
Triple: [Form W-2, relatedForm, Form 1099-NEC]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form 1099-NEC
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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 I-9
    Form I-9 is a U.S. Citizenship and Immigration Services document used by employers to verify the identity and employment authorization of individuals hired for work in the United States.
  • E. Federal Unemployment Tax Act
    The Federal Unemployment Tax Act is a U.S. federal law that imposes a payroll tax on employers to fund state workforce agencies and provide unemployment compensation to eligible workers who lose their jobs.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096a165c8190aec1d2ae6bd10e18 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bff1cc819082208a8a77fae631 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad522beb488190b5157db37eb0da8e completed March 8, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69ad529de3dc819081c8ad3d7aa8bef8 completed March 8, 2026, 10:42 a.m.
Created at: March 4, 2026, 7:28 p.m.