Triple

T85127
Position Surface form Disambiguated ID Type / Status
Subject Fair Labor Standards Act E1712 entity
Predicate amendedBy P1121 FINISHED
Object Fair Labor Standards Amendments of 1977
The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
E16409 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: Fair Labor Standards Amendments of 1977 | Statement: [Fair Labor Standards Act, amendedBy, Fair Labor Standards Amendments of 1977]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fair Labor Standards Amendments of 1977
Context triple: [Fair Labor Standards Act, amendedBy, Fair Labor Standards Amendments of 1977]
  • A. Fair Labor Standards Amendments of 1974
    The Fair Labor Standards Amendments of 1974 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers, including many public-sector and domestic employees.
  • B. Fair Labor Standards Amendments of 1966
    The Fair Labor Standards Amendments of 1966 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers and industries under the Fair Labor Standards Act.
  • C. Labor-Management Reporting and Disclosure Act of 1959
    The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
  • 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. Social Security Amendments of 1972
    The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
  • 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: Fair Labor Standards Amendments of 1977
Triple: [Fair Labor Standards Act, amendedBy, Fair Labor Standards Amendments of 1977]
Generated description
The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fair Labor Standards Amendments of 1977
Target entity description: The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
  • A. Fair Labor Standards Amendments of 1974
    The Fair Labor Standards Amendments of 1974 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers, including many public-sector and domestic employees.
  • B. Fair Labor Standards Amendments of 1966
    The Fair Labor Standards Amendments of 1966 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers and industries under the Fair Labor Standards Act.
  • C. Labor-Management Reporting and Disclosure Act of 1959
    The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
  • 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. Social Security Amendments of 1972
    The Social Security Amendments of 1972 were a major U.S. federal law that expanded and restructured Social Security, notably creating the Supplemental Security Income (SSI) program and introducing automatic cost-of-living adjustments for benefits.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4e73c081908d2da146226ef05e completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b4b7ad108190b135179e485f4d5c completed Feb. 28, 2026, 9:26 a.m.
NEDg Description generation batch_69a2b628124c8190aa1c3c7d00ccf65d completed Feb. 28, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_69a2b67f72fc8190be99eaee8cb19057 completed Feb. 28, 2026, 9:33 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.