Triple

T7477150
Position Surface form Disambiguated ID Type / Status
Subject Omnibus Budget Reconciliation Act of 1993 E176659 entity
Predicate alsoKnownAs P39 FINISHED
Object Clinton deficit reduction act
The Clinton deficit reduction act was a major 1993 U.S. budget law that raised taxes and limited spending in an effort to reduce the federal deficit during President Bill Clinton’s administration.
E666917 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: Clinton deficit reduction act | Statement: [Omnibus Budget Reconciliation Act of 1993, alsoKnownAs, Clinton deficit reduction act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinton deficit reduction act
Context triple: [Omnibus Budget Reconciliation Act of 1993, alsoKnownAs, Clinton deficit reduction act]
  • A. Deficit Reduction Act of 2005
    The Deficit Reduction Act of 2005 is a U.S. federal law aimed at cutting government spending and reducing the federal budget deficit, notably affecting programs such as Medicare and Medicaid.
  • B. Simpson–Bowles deficit reduction plan
    The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
  • C. Balanced Budget Refinement Act of 1999
    The Balanced Budget Refinement Act of 1999 was U.S. federal legislation that modified and eased some of the Medicare and Medicaid spending cuts and payment policies established under the Balanced Budget Act of 1997.
  • D. Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985
    The Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985 was a landmark U.S. federal law that sought to reduce the federal budget deficit through automatic spending cuts if specified deficit targets were not met.
  • E. 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.
  • 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: Clinton deficit reduction act
Triple: [Omnibus Budget Reconciliation Act of 1993, alsoKnownAs, Clinton deficit reduction act]
Generated description
The Clinton deficit reduction act was a major 1993 U.S. budget law that raised taxes and limited spending in an effort to reduce the federal deficit during President Bill Clinton’s administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinton deficit reduction act
Target entity description: The Clinton deficit reduction act was a major 1993 U.S. budget law that raised taxes and limited spending in an effort to reduce the federal deficit during President Bill Clinton’s administration.
  • A. Deficit Reduction Act of 2005
    The Deficit Reduction Act of 2005 is a U.S. federal law aimed at cutting government spending and reducing the federal budget deficit, notably affecting programs such as Medicare and Medicaid.
  • B. Simpson–Bowles deficit reduction plan
    The Simpson–Bowles deficit reduction plan is a bipartisan U.S. fiscal reform proposal issued in 2010 that recommended spending cuts, tax reforms, and entitlement changes to reduce the federal budget deficit and stabilize the national debt.
  • C. Balanced Budget Refinement Act of 1999
    The Balanced Budget Refinement Act of 1999 was U.S. federal legislation that modified and eased some of the Medicare and Medicaid spending cuts and payment policies established under the Balanced Budget Act of 1997.
  • D. Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985
    The Gramm–Rudman–Hollings Balanced Budget and Emergency Deficit Control Act of 1985 was a landmark U.S. federal law that sought to reduce the federal budget deficit through automatic spending cuts if specified deficit targets were not met.
  • E. 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.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4ee23d081908e05658a651661fc completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83489a8208190b0380edcd18a1246 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c836441e3081909671c8c118429eb5 completed March 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69c836c34a488190a84e0136bc02f1cd completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:41 p.m.