Triple

T11809511
Position Surface form Disambiguated ID Type / Status
Subject Superfund excise taxes E280832 entity
Predicate associatedWithForm P66830 FINISHED
Object IRS Form 6627
IRS Form 6627 is a U.S. tax form used to calculate and report environmental excise taxes, including those related to certain chemicals and hazardous substances.
E947435 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: IRS Form 6627 | Statement: [Superfund excise taxes, associatedWithForm, IRS Form 6627]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IRS Form 6627
Context triple: [Superfund excise taxes, associatedWithForm, IRS Form 6627]
  • A. 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.
  • B. I-990
    I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
  • C. 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.
  • D. Form 940
    Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
  • E. 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.
  • 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: IRS Form 6627
Triple: [Superfund excise taxes, associatedWithForm, IRS Form 6627]
Generated description
IRS Form 6627 is a U.S. tax form used to calculate and report environmental excise taxes, including those related to certain chemicals and hazardous substances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IRS Form 6627
Target entity description: IRS Form 6627 is a U.S. tax form used to calculate and report environmental excise taxes, including those related to certain chemicals and hazardous substances.
  • A. 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.
  • B. I-990
    I-990 is a short auxiliary Interstate Highway in the Buffalo, New York metropolitan area, serving as a spur route connecting the region to Interstate 290.
  • C. 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.
  • D. Form 940
    Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
  • E. 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.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5ca50a081908a198b336d8c2b98 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f13188b89c819095ba5d27de7ebbb2 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b1c50c819081a8055d951a49de completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fcb63208190ad1185ad66314fa9 completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.