Triple

T2503384
Position Surface form Disambiguated ID Type / Status
Subject Wage and Hour Division E52519 entity
Predicate legalAuthority P125 FINISHED
Object 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.
E272245 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: Walsh-Healey Public Contracts Act | Statement: [Wage and Hour Division, legalAuthority, Walsh-Healey Public Contracts Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walsh-Healey Public Contracts Act
Context triple: [Wage and Hour Division, legalAuthority, Walsh-Healey Public Contracts Act]
  • A. Humphrey–Hawkins Act
    The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
  • B. Smith-Connally Act
    The Smith-Connally Act was a 1943 U.S. wartime law that gave the federal government authority to seize and operate industries threatened by labor strikes in order to maintain wartime production.
  • 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. 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.
  • E. Wagner–Steagall Act
    The Wagner–Steagall Act was a landmark 1937 U.S. federal law that created a permanent public housing program aimed at providing decent, affordable housing for low-income families.
  • 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: Walsh-Healey Public Contracts Act
Triple: [Wage and Hour Division, legalAuthority, Walsh-Healey Public Contracts Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walsh-Healey Public Contracts Act
Target entity description: 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.
  • A. Humphrey–Hawkins Act
    The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
  • B. Smith-Connally Act
    The Smith-Connally Act was a 1943 U.S. wartime law that gave the federal government authority to seize and operate industries threatened by labor strikes in order to maintain wartime production.
  • 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. 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.
  • E. Wagner–Steagall Act
    The Wagner–Steagall Act was a landmark 1937 U.S. federal law that created a permanent public housing program aimed at providing decent, affordable housing for low-income families.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cb4f6481908d4e0a1dc0d84d3c completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa34dc8819085681d673e45d841 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af2031a64c819080b1c4a3b941d84c completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20bf8e488190ac79327042d47853 completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.