Triple

T5430403
Position Surface form Disambiguated ID Type / Status
Subject Trump administration E121470 entity
Predicate majorPolicy P63712 FINISHED
Object Tax Cuts and Jobs Act of 2017 E88596 NE FINISHED

How this triple was built (3 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 Cuts and Jobs Act of 2017 | Statement: [Trump administration, majorPolicy, Tax Cuts and Jobs Act of 2017]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tax Cuts and Jobs Act of 2017
Context triple: [Trump administration, majorPolicy, Tax Cuts and Jobs Act of 2017]
  • A. Tax Cuts and Jobs Act of 2017 chosen
    The Tax Cuts and Jobs Act of 2017 is a major U.S. federal law that overhauled the tax code by cutting corporate tax rates, altering individual income tax brackets and deductions, and reshaping business taxation.
  • B. American Taxpayer Relief Act of 2012
    The American Taxpayer Relief Act of 2012 is a U.S. federal law enacted to avert the "fiscal cliff" by making permanent most of the Bush-era tax cuts for lower- and middle-income taxpayers while allowing rates to rise for higher earners and implementing various spending and tax policy changes.
  • C. Consolidated Appropriations Act, 2016
    The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
  • D. Consolidated Appropriations Act, 2020
    The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorPolicy
Context triple: [Trump administration, majorPolicy, Tax Cuts and Jobs Act of 2017]
  • A. majorState
    Indicates that a state holds significant power, influence, or importance relative to other states within a given system or context.
  • B. major
    Indicates that one entity is the primary field of academic specialization or main area of study for another entity.
  • C. majorImport
    Indicates that one entity is a primary or significant source of imported goods or resources for another entity.
  • D. majorDocument
    Indicates that a document holds primary or significant importance within a given context or collection.
  • E. majorImpact
    Indicates that one entity has a significant, highly influential, or transformative effect on another entity or outcome.
  • 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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8911a7348190ad9378a248190f07 completed March 20, 2026, 5:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ac6285081909afa6e91a023f6d5 completed March 22, 2026, 12:41 a.m.
PD Predicate disambiguation batch_69bd846b8bdc81909dcdc2a3084226f2 completed March 20, 2026, 5:31 p.m.
PDg Predicate description generation batch_69bd8910de688190aa0cd80627849a60 completed March 20, 2026, 5:51 p.m.
Created at: March 20, 2026, 2:06 p.m.