Triple

T2774277
Position Surface form Disambiguated ID Type / Status
Subject 109th United States Congress E61530 entity
Predicate passedAct P6890 FINISHED
Object 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.
E297380 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: Deficit Reduction Act of 2005 | Statement: [109th United States Congress, passedAct, Deficit Reduction Act of 2005]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deficit Reduction Act of 2005
Context triple: [109th United States Congress, passedAct, Deficit Reduction Act of 2005]
  • A. 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.
  • B. No FEAR Act of 2002
    The No FEAR Act of 2002 is a U.S. federal law designed to hold agencies accountable for violations of antidiscrimination and whistleblower protection laws by requiring greater transparency, notification, and financial consequences for such misconduct.
  • C. 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.
  • D. Housing and Economic Recovery Act of 2008
    The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
  • E. 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.
  • 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: Deficit Reduction Act of 2005
Triple: [109th United States Congress, passedAct, Deficit Reduction Act of 2005]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deficit Reduction Act of 2005
Target entity description: 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.
  • A. 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.
  • B. No FEAR Act of 2002
    The No FEAR Act of 2002 is a U.S. federal law designed to hold agencies accountable for violations of antidiscrimination and whistleblower protection laws by requiring greater transparency, notification, and financial consequences for such misconduct.
  • C. 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.
  • D. Housing and Economic Recovery Act of 2008
    The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
  • E. 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.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd7f9570819087f1b1cb59d68586 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc058c8a48190bbd151251678b4ee completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc15513f48190a22f83571be2e0bd completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc1c9440c8190abf9dc063109af45 completed March 10, 2026, 7:01 a.m.
Created at: March 6, 2026, 9:57 p.m.