Triple

T16115890
Position Surface form Disambiguated ID Type / Status
Subject H.R.1 (115th Congress) E390999 entity
Predicate legislativeVehicleFor P121537 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: [H.R.1 (115th Congress), legislativeVehicleFor, 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: [H.R.1 (115th Congress), legislativeVehicleFor, 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. Bipartisan Budget Act of 2018
    The Bipartisan Budget Act of 2018 is a U.S. federal law that set government spending levels, suspended the debt ceiling, and enacted various policy changes as part of a major bipartisan budget agreement.
  • C. 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.
  • D. Protecting Americans from Tax Hikes Act of 2015
    The Protecting Americans from Tax Hikes Act of 2015 is a U.S. federal law that made several key tax breaks permanent or long-term, particularly for families and businesses, while also reforming and extending various tax credits and incentives.
  • E. 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.
  • 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: legislativeVehicleFor
Context triple: [H.R.1 (115th Congress), legislativeVehicleFor, Tax Cuts and Jobs Act of 2017]
  • A. usedPoliticalVehicle
    Indicates that an entity employed a political organization, campaign, or platform as a means or instrument to achieve its goals or carry out actions.
  • B. vahanaOf
    Indicates that one entity serves as the vehicle, mount, or means of transportation for another entity.
  • C. stateIdeologyVehicleFor
    Indicates that a state uses a particular ideology as a primary means or instrument to advance, justify, or implement its political goals and policies.
  • D. starVehicleFor
    Indicates that one entity serves as the primary or featured vehicle associated with another entity, such as a person, production, or event.
  • E. intendedVehicle
    Indicates that one entity is the vehicle that another entity plans or is meant to use.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2016a9dd48190bca3f58778ed865f completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a000ec7cc0881909685923113eaba25 completed May 10, 2026, 4:51 a.m.
PD Predicate disambiguation batch_69e1828518c48190a8ef3aaa46a1f639 completed April 17, 2026, 12:44 a.m.
PDg Predicate description generation batch_69e183b9d3f08190953ada68f4272996 completed April 17, 2026, 12:50 a.m.
Created at: April 10, 2026, 5 a.m.