Triple

T3148473
Position Surface form Disambiguated ID Type / Status
Subject Illegal Immigration Reform and Immigrant Responsibility Act of 1996 E65819 entity
Predicate partOf P40 FINISHED
Object Omnibus Consolidated Appropriations Act of 1997
The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
E331169 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: Omnibus Consolidated Appropriations Act of 1997 | Statement: [Illegal Immigration Reform and Immigrant Responsibility Act of 1996, partOf, Omnibus Consolidated Appropriations Act of 1997]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Omnibus Consolidated Appropriations Act of 1997
Context triple: [Illegal Immigration Reform and Immigrant Responsibility Act of 1996, partOf, Omnibus Consolidated Appropriations Act of 1997]
  • A. Omnibus Budget Reconciliation Act of 1993
    The Omnibus Budget Reconciliation Act of 1993 was a major U.S. federal law that aimed to reduce the federal deficit through a combination of tax increases, particularly on higher-income earners, and spending restraints.
  • B. 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.
  • C. Balanced Budget Act of 1997
    The Balanced Budget Act of 1997 is a major U.S. federal law that overhauled Medicare and other health programs to reduce federal spending and expand private-plan options for beneficiaries.
  • D. Omnibus Budget Reconciliation Act of 1982
    The Omnibus Budget Reconciliation Act of 1982 was a major U.S. federal law that implemented significant spending cuts and tax changes as part of the Reagan administration’s deficit-reduction efforts.
  • E. Omnibus Budget Reconciliation Act of 1985
    The Omnibus Budget Reconciliation Act of 1985 was a major U.S. federal law that implemented significant spending cuts and budgetary reforms as part of efforts to reduce the federal deficit during the Reagan administration.
  • 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: Omnibus Consolidated Appropriations Act of 1997
Triple: [Illegal Immigration Reform and Immigrant Responsibility Act of 1996, partOf, Omnibus Consolidated Appropriations Act of 1997]
Generated description
The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Omnibus Consolidated Appropriations Act of 1997
Target entity description: The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
  • A. Omnibus Budget Reconciliation Act of 1993
    The Omnibus Budget Reconciliation Act of 1993 was a major U.S. federal law that aimed to reduce the federal deficit through a combination of tax increases, particularly on higher-income earners, and spending restraints.
  • B. 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.
  • C. Balanced Budget Act of 1997
    The Balanced Budget Act of 1997 is a major U.S. federal law that overhauled Medicare and other health programs to reduce federal spending and expand private-plan options for beneficiaries.
  • D. Omnibus Budget Reconciliation Act of 1982
    The Omnibus Budget Reconciliation Act of 1982 was a major U.S. federal law that implemented significant spending cuts and tax changes as part of the Reagan administration’s deficit-reduction efforts.
  • E. Omnibus Budget Reconciliation Act of 1985
    The Omnibus Budget Reconciliation Act of 1985 was a major U.S. federal law that implemented significant spending cuts and budgetary reforms as part of efforts to reduce the federal deficit during the Reagan administration.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5be30fc819097edb620c65055d5 completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224f53bbc81908416272cd48af69e completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225896c4c81909e875a2d357e7bc5 completed March 12, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69b225fef06081908dcd8201def1ad95 completed March 12, 2026, 2:33 a.m.
Created at: March 8, 2026, 3:05 p.m.