Triple

T16832031
Position Surface form Disambiguated ID Type / Status
Subject Public Law 87-415 E409173 entity
Predicate hasShortTitle P6037 FINISHED
Object Manpower Development and Training Act of 1962 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 of 1962 | Statement: [Public Law 87-415, hasShortTitle, Manpower Development and Training Act of 1962]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manpower Development and Training Act of 1962
Context triple: [Public Law 87-415, hasShortTitle, Manpower Development and Training Act of 1962]
  • 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. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • C. 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.
  • D. Job Training Partnership Act
    The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
  • E. 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.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b317af8c8190a09cb6d60d28e342 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
Created at: April 10, 2026, 5:23 a.m.