Triple

T7461283
Position Surface form Disambiguated ID Type / Status
Subject Improper Payments Elimination and Recovery Act E176253 entity
Predicate relatedTo P37 FINISHED
Object Improper Payments Elimination and Recovery Improvement Act E176253 NE FINISHED

How this triple was built (2 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: Improper Payments Elimination and Recovery Improvement Act | Statement: [Improper Payments Elimination and Recovery Act, relatedTo, Improper Payments Elimination and Recovery Improvement Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Improper Payments Elimination and Recovery Improvement Act
Context triple: [Improper Payments Elimination and Recovery Act, relatedTo, Improper Payments Elimination and Recovery Improvement Act]
  • A. Improper Payments Elimination and Recovery Act chosen
    The Improper Payments Elimination and Recovery Act is a U.S. federal law aimed at reducing, identifying, and recovering improper government payments to improve the integrity and efficiency of federal spending.
  • B. Fiscal Responsibility and Budget Management Act
    The Fiscal Responsibility and Budget Management Act is an Indian law aimed at institutionalizing financial discipline by setting targets for reducing fiscal deficits and improving the government’s overall fiscal health.
  • C. Fraud Enforcement and Recovery Act of 2009
    The Fraud Enforcement and Recovery Act of 2009 is a U.S. federal law that strengthened criminal and civil enforcement against financial fraud, particularly in response to the 2008 financial crisis.
  • D. PACT Act
    The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
  • E. Government Performance and Results Modernization Act of 2010
    The Government Performance and Results Modernization Act of 2010 is a U.S. federal law that updated and strengthened government performance management and accountability requirements, building on the framework established by the Government Performance and Results Act of 1993.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c69f21632481908bf83f6c6da897e3 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3d6cf8c8190a31cac121d151d78 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c5bab90819093431470e0e8c0e3 completed March 28, 2026, 8:38 p.m.
Created at: March 27, 2026, 3:38 p.m.