Triple

T2970983
Position Surface form Disambiguated ID Type / Status
Subject National Defense Education Act E80278 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 and for other purposes E80278 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: 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 and for other purposes | Statement: [National Defense Education Act, 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 and for other purposes]
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 and for other purposes
Context triple: [National Defense Education Act, 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 and for other purposes]
  • 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. 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.
  • 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 Act for Fiscal Year 2023
    The National Defense Authorization Act for Fiscal Year 2023 is a U.S. federal law that authorizes defense spending and sets military policies and programs for the 2023 fiscal year.
  • 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_69ad8b14ffe881908ffed62f9595c867 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9973ed6881908f11f49ca2e171df completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fca6491c81909edaf6f495f17761 completed March 11, 2026, 5:24 a.m.
Created at: March 8, 2026, 2:58 p.m.