Triple

T12325665
Position Surface form Disambiguated ID Type / Status
Subject Annual Report to Congress (Taxpayer Advocate Service) E293822 entity
Predicate legallyMandatedBy P28394 FINISHED
Object Internal Revenue Service Restructuring and Reform Act of 1998 E57444 NE FINISHED

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: Internal Revenue Service Restructuring and Reform Act of 1998 | Statement: [Annual Report to Congress (Taxpayer Advocate Service), legallyMandatedBy, Internal Revenue Service Restructuring and Reform Act of 1998]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Internal Revenue Service Restructuring and Reform Act of 1998
Context triple: [Annual Report to Congress (Taxpayer Advocate Service), legallyMandatedBy, Internal Revenue Service Restructuring and Reform Act of 1998]
  • A. Internal Revenue Service Restructuring and Reform Act of 1998 chosen
    The Internal Revenue Service Restructuring and Reform Act of 1998 is a major U.S. federal law that overhauled the IRS’s organization, strengthened taxpayer rights, and increased oversight and accountability of tax administration.
  • B. Tax Equity and Fiscal Responsibility Act of 1982
    The Tax Equity and Fiscal Responsibility Act of 1982 was a major U.S. federal law that significantly raised taxes and tightened fiscal policy to reduce budget deficits following the early Reagan-era tax cuts.
  • C. Tax Reform Act of 1986
    The Tax Reform Act of 1986 was a landmark U.S. federal law that overhauled the tax code by lowering rates, broadening the tax base, and eliminating many deductions and shelters.
  • D. Taxpayer Relief Act of 1997
    The Taxpayer Relief Act of 1997 is a major U.S. federal law that significantly reduced taxes for individuals and families, particularly those with children, through a range of credits, deductions, and capital gains tax cuts.
  • E. An Act to reform the internal revenue laws of the United States
    An Act to reform the internal revenue laws of the United States is the formal title of the Tax Reform Act of 1986, a landmark U.S. federal law that overhauled the federal income tax system by broadening the tax base and lowering tax rates.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4e7e588190b37e2413bc649198 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b8ed1dc81908a0066d7cbfda086 completed May 2, 2026, 7:07 p.m.
Created at: April 8, 2026, 9:53 p.m.