Triple

T4023871
Position Surface form Disambiguated ID Type / Status
Subject Manpower Development and Training Act of 1962 E91342 entity
Predicate amendedBy P1121 FINISHED
Object Manpower Development and Training Act Amendments of 1963 E91342 NE FINISHED

How this triple was built (2 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: Manpower Development and Training Act Amendments of 1963 | Statement: [Manpower Development and Training Act of 1962, amendedBy, Manpower Development and Training Act Amendments of 1963]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manpower Development and Training Act Amendments of 1963
Context triple: [Manpower Development and Training Act of 1962, amendedBy, Manpower Development and Training Act Amendments of 1963]
  • A. Manpower Development and Training Act of 1962 chosen
    The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
  • B. 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.
  • C. Comprehensive Employment and Training Act amendments
    The Comprehensive Employment and Training Act amendments were legislative updates in the 1970s that expanded and refined federal job training and employment programs for unemployed and disadvantaged workers in the United States.
  • D. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeface7a788190a0e4e549a6816f91 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5562f3fd881909975cb85143ad466 completed March 14, 2026, 12:35 p.m.
Created at: March 9, 2026, 3:35 p.m.