Triple

T2259398
Position Surface form Disambiguated ID Type / Status
Subject Tax Reform Act of 1986 E50001 entity
Predicate shortTitle P38 FINISHED
Object Tax Reform Act of 1986 E50001 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: Tax Reform Act of 1986 | Statement: [Tax Reform Act of 1986, shortTitle, Tax Reform Act of 1986]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tax Reform Act of 1986
Context triple: [Tax Reform Act of 1986, shortTitle, Tax Reform Act of 1986]
  • A. Tax Reform Act of 1986 chosen
    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.
  • B. Economic Recovery Tax Act of 1981
    The Economic Recovery Tax Act of 1981 was a major U.S. federal law that sharply reduced income tax rates and accelerated depreciation in an effort to stimulate economic growth under President Ronald Reagan’s supply-side economic program.
  • C. Revenue Act of 1964
    The Revenue Act of 1964 was a landmark U.S. federal tax-cut law championed by President Lyndon B. Johnson that significantly reduced individual and corporate income tax rates to stimulate economic growth.
  • D. Omnibus Budget Reconciliation Act of 1990
    The Omnibus Budget Reconciliation Act of 1990 was a major U.S. federal law that aimed to reduce the budget deficit through a combination of spending cuts and tax increases, including raising the top income tax rate and implementing new excise taxes.
  • E. Internal Revenue Service Restructuring and Reform Act of 1998
    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.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc15ad06c8190b6d0babc17015787 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71c8c9b881909b5292110a87301a completed March 9, 2026, 7:07 a.m.
Created at: March 4, 2026, 7:48 p.m.