Triple

T394215
Position Surface form Disambiguated ID Type / Status
Subject 99th United States Congress E8944 entity
Predicate enacted P6890 FINISHED
Object False Claims Amendments Act of 1986
The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
E50005 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: False Claims Amendments Act of 1986 | Statement: [99th United States Congress, enacted, False Claims Amendments Act of 1986]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: False Claims Amendments Act of 1986
Context triple: [99th United States Congress, enacted, False Claims Amendments Act of 1986]
  • A. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • B. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • C. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • D. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • E. Inspector General Act of 1978
    The Inspector General Act of 1978 is a U.S. federal law that created independent Offices of Inspector General across government agencies to combat waste, fraud, and abuse and to promote efficiency and accountability.
  • 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: False Claims Amendments Act of 1986
Triple: [99th United States Congress, enacted, False Claims Amendments Act of 1986]
Generated description
The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: False Claims Amendments Act of 1986
Target entity description: The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
  • A. Consolidated Omnibus Budget Reconciliation Act of 1985
    The Consolidated Omnibus Budget Reconciliation Act of 1985 (COBRA) is a U.S. federal law that, among other provisions, allows workers and their families to continue employer-sponsored health insurance coverage for a limited time after job loss or other qualifying events.
  • B. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • C. Aldrich–Vreeland Act
    The Aldrich–Vreeland Act was a 1908 U.S. law that created emergency currency provisions and laid groundwork for banking reform in response to the Panic of 1907.
  • D. Evarts Act
    The Evarts Act was a landmark 1891 U.S. federal law that created the United States courts of appeals, significantly restructuring the federal judiciary and easing the Supreme Court’s caseload.
  • E. Inspector General Act of 1978
    The Inspector General Act of 1978 is a U.S. federal law that created independent Offices of Inspector General across government agencies to combat waste, fraud, and abuse and to promote efficiency and accountability.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec77a8a08190b6f96373aa8c1346 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a405f93f448190aa20c8a356a24b89 completed March 1, 2026, 9:25 a.m.
NEDg Description generation batch_69a406b81e708190b7561fda29cf4b79 completed March 1, 2026, 9:28 a.m.
NED2 Entity disambiguation (via description) batch_69a4081238e881908f0c79ab2d7d774e completed March 1, 2026, 9:34 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.