Triple

T13204739
Position Surface form Disambiguated ID Type / Status
Subject NDEA E314329 entity
Predicate title P38 FINISHED
Object An Act to strengthen the national defense and to encourage and assist in the expansion and improvement of educational programs to meet critical national needs E80278 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: An Act to strengthen the national defense and to encourage and assist in the expansion and improvement of educational programs to meet critical national needs | Statement: [NDEA, title, An Act to strengthen the national defense and to encourage and assist in the expansion and improvement of educational programs to meet critical national needs]

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: An Act to strengthen the national defense and to encourage and assist in the expansion and improvement of educational programs to meet critical national needs
Context triple: [NDEA, title, An Act to strengthen the national defense and to encourage and assist in the expansion and improvement of educational programs to meet critical national needs]
  • A. National Defense Education Act amendments
    The National Defense Education Act amendments were legislative updates enacted to expand and refine the original NDEA’s federal support for education, particularly in science, mathematics, and foreign languages, during the Cold War era.
  • B. National Defense Education Act chosen
    The National Defense Education Act was a landmark 1958 U.S. law that massively expanded federal funding for science, mathematics, and foreign language education in response to Cold War pressures and the Soviet launch of Sputnik.
  • C. United States defense appropriations acts
    United States defense appropriations acts are annual federal laws that allocate funding for the U.S. Department of Defense and related national security programs.
  • D. An Act to Promote the Defense of the United States
    An Act to Promote the Defense of the United States, better known as the Lend-Lease program, was a World War II U.S. policy that supplied Allied nations with vital military aid and equipment to support their fight against the Axis powers.
  • E. National Defense Authorization Acts
    The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
  • 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_69d806aee7308190b70a237ba2a6e3e1 elicitation completed
NER batch_69d98c9b0cf08190a1d71cc94139539d ner completed
NED1 batch_69f6f60eee288190bdb3ed6110394e48 ned_source_triple completed
Created at: April 9, 2026, 9:17 p.m.