Triple

T6528717
Position Surface form Disambiguated ID Type / Status
Subject Public Law 88-452 E151371 entity
Predicate alsoKnownAs P39 FINISHED
Object Economic Opportunity Act E28653 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Economic Opportunity Act | Statement: [Public Law 88-452, alsoKnownAs, Economic Opportunity Act]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Economic Opportunity Act
Context triple: [Public Law 88-452, alsoKnownAs, Economic Opportunity Act]
  • A. Economic Opportunity Act of 1964 chosen
    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.
  • 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. Economic Opportunity Amendments of 1967
    The Economic Opportunity Amendments of 1967 were U.S. federal legislation that expanded and modified President Lyndon B. Johnson’s War on Poverty programs created under the Economic Opportunity Act of 1964.
  • D. Personal Responsibility and Work Opportunity Reconciliation Act of 1996
    The Personal Responsibility and Work Opportunity Reconciliation Act of 1996 is a landmark U.S. welfare reform law that overhauled federal assistance programs by imposing work requirements, time limits on benefits, and greater state control over welfare policy.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c687f522748190b3058405553cdabd elicitation completed
NER batch_69c6adaafbfc8190a3e3c75ea5958c67 ner completed
NED1 batch_69c6cb7a85dc8190a97138a20728b43f ned_source_triple completed
Created at: March 27, 2026, 1:46 p.m.