Triple

T2503381
Position Surface form Disambiguated ID Type / Status
Subject Wage and Hour Division E52519 entity
Predicate legalAuthority P125 FINISHED
Object Davis-Bacon and Related Acts
The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
E272242 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: Davis-Bacon and Related Acts | Statement: [Wage and Hour Division, legalAuthority, Davis-Bacon and Related Acts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Davis-Bacon and Related Acts
Context triple: [Wage and Hour Division, legalAuthority, Davis-Bacon and Related Acts]
  • 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. 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.
  • C. Fair Labor Standards Amendments of 1949
    The Fair Labor Standards Amendments of 1949 were U.S. federal labor law revisions that expanded and strengthened minimum wage, overtime, and child labor protections originally established by the Fair Labor Standards Act of 1938.
  • D. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • E. Emergency Relief and Construction Act of 1932
    The Emergency Relief and Construction Act of 1932 was a major U.S. law that expanded federal public works spending and authorized loans to states for unemployment relief during the Great Depression.
  • 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: Davis-Bacon and Related Acts
Triple: [Wage and Hour Division, legalAuthority, Davis-Bacon and Related Acts]
Generated description
The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Davis-Bacon and Related Acts
Target entity description: The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
  • 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. 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.
  • C. Fair Labor Standards Amendments of 1949
    The Fair Labor Standards Amendments of 1949 were U.S. federal labor law revisions that expanded and strengthened minimum wage, overtime, and child labor protections originally established by the Fair Labor Standards Act of 1938.
  • D. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • E. Emergency Relief and Construction Act of 1932
    The Emergency Relief and Construction Act of 1932 was a major U.S. law that expanded federal public works spending and authorized loans to states for unemployment relief during the Great Depression.
  • 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.