Triple

T11484619
Position Surface form Disambiguated ID Type / Status
Subject Davis-Bacon and Related Acts E272242 entity
Predicate relatedTo P37 FINISHED
Object Copeland Anti-Kickback Act
The Copeland Anti-Kickback Act is a U.S. federal law that prohibits contractors and subcontractors on federally funded or assisted construction projects from inducing employees to give up any part of their rightful wages.
E928676 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: Copeland Anti-Kickback Act | Statement: [Davis-Bacon and Related Acts, relatedTo, Copeland Anti-Kickback Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Copeland Anti-Kickback Act
Context triple: [Davis-Bacon and Related Acts, relatedTo, Copeland Anti-Kickback Act]
  • A. federal Anti-Kickback Statute
    The federal Anti-Kickback Statute is a U.S. criminal law that prohibits offering, paying, soliciting, or receiving remuneration to induce or reward referrals for services or items reimbursable by federal healthcare programs.
  • B. 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.
  • C. McClure-Volkmer Act
    The McClure-Volkmer Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new regulations on firearms sales and ownership.
  • D. Walsh-Healey Public Contracts Act
    The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
  • E. Riegle-Neal Act
    The Riegle-Neal Act is a 1994 U.S. federal banking law that removed many restrictions on interstate banking and branching, enabling banks to operate more freely across state lines.
  • 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: Copeland Anti-Kickback Act
Triple: [Davis-Bacon and Related Acts, relatedTo, Copeland Anti-Kickback Act]
Generated description
The Copeland Anti-Kickback Act is a U.S. federal law that prohibits contractors and subcontractors on federally funded or assisted construction projects from inducing employees to give up any part of their rightful wages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Copeland Anti-Kickback Act
Target entity description: The Copeland Anti-Kickback Act is a U.S. federal law that prohibits contractors and subcontractors on federally funded or assisted construction projects from inducing employees to give up any part of their rightful wages.
  • A. federal Anti-Kickback Statute
    The federal Anti-Kickback Statute is a U.S. criminal law that prohibits offering, paying, soliciting, or receiving remuneration to induce or reward referrals for services or items reimbursable by federal healthcare programs.
  • B. 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.
  • C. McClure-Volkmer Act
    The McClure-Volkmer Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new regulations on firearms sales and ownership.
  • D. Walsh-Healey Public Contracts Act
    The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
  • E. Riegle-Neal Act
    The Riegle-Neal Act is a 1994 U.S. federal banking law that removed many restrictions on interstate banking and branching, enabling banks to operate more freely across state lines.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a1ea00c8190b42cdc13a6bc61c3 completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e60451a89081909f9534fee6cb809f completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.