Triple

T12528323
Position Surface form Disambiguated ID Type / Status
Subject Work Opportunity Tax Credit program (policy and guidance) E299494 entity
Predicate deadline P140 FINISHED
Object Form 8850 must generally be submitted within 28 days of the employee’s start date
Form 8850 is the IRS pre-screening and certification request form employers must timely file to claim the Work Opportunity Tax Credit for eligible new hires.
E986172 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 8850 must generally be submitted within 28 days of the employee’s start date | Statement: [Work Opportunity Tax Credit program (policy and guidance), deadline, Form 8850 must generally be submitted within 28 days of the employee’s start date]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form 8850 must generally be submitted within 28 days of the employee’s start date
Context triple: [Work Opportunity Tax Credit program (policy and guidance), deadline, Form 8850 must generally be submitted within 28 days of the employee’s start date]
  • A. Form 8288-A
    Form 8288-A is a U.S. tax form used to report and document the withholding of tax on dispositions of U.S. real property interests by foreign persons.
  • B. Form 8833
    Form 8833 is an IRS disclosure form used by taxpayers to report and explain positions taken under an income tax treaty that differ from U.S. tax law.
  • C. 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.
  • D. Form 8843
    Form 8843 is an IRS statement used primarily by certain nonresident aliens, such as international students and scholars, to explain their exempt or reduced presence in the U.S. for tax residency purposes.
  • E. Form I-914, Supplement A
    Form I-914, Supplement A is a U.S. immigration form used for certain qualifying family members of T visa applicants to request derivative T nonimmigrant status.
  • 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 8850 must generally be submitted within 28 days of the employee’s start date
Triple: [Work Opportunity Tax Credit program (policy and guidance), deadline, Form 8850 must generally be submitted within 28 days of the employee’s start date]
Generated description
Form 8850 is the IRS pre-screening and certification request form employers must timely file to claim the Work Opportunity Tax Credit for eligible new hires.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form 8850 must generally be submitted within 28 days of the employee’s start date
Target entity description: Form 8850 is the IRS pre-screening and certification request form employers must timely file to claim the Work Opportunity Tax Credit for eligible new hires.
  • A. Form 8288-A
    Form 8288-A is a U.S. tax form used to report and document the withholding of tax on dispositions of U.S. real property interests by foreign persons.
  • B. Form 8833
    Form 8833 is an IRS disclosure form used by taxpayers to report and explain positions taken under an income tax treaty that differ from U.S. tax law.
  • C. 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.
  • D. Form 8843
    Form 8843 is an IRS statement used primarily by certain nonresident aliens, such as international students and scholars, to explain their exempt or reduced presence in the U.S. for tax residency purposes.
  • E. Form I-914, Supplement A
    Form I-914, Supplement A is a U.S. immigration form used for certain qualifying family members of T visa applicants to request derivative T nonimmigrant status.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.