Triple

T642443
Position Surface form Disambiguated ID Type / Status
Subject Eisenhower administration E16767 entity
Predicate educationPolicy P15018 FINISHED
Object National Defense Education Act
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.
E80278 NE FINISHED

How this triple was built (4 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: National Defense Education Act | Statement: [Eisenhower administration, educationPolicy, National Defense Education Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Defense Education Act
Context triple: [Eisenhower administration, educationPolicy, National Defense Education Act]
  • 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 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.
  • C. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • D. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • E. Defense Production Act of 1950
    The Defense Production Act of 1950 is a U.S. federal law that grants the president broad authority to direct industrial production and prioritize contracts for national defense and emergency preparedness.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Defense Education Act
Triple: [Eisenhower administration, educationPolicy, National Defense Education Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Defense Education Act
Target entity description: 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.
  • 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 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.
  • C. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • D. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • E. Defense Production Act of 1950
    The Defense Production Act of 1950 is a U.S. federal law that grants the president broad authority to direct industrial production and prioritize contracts for national defense and emergency preparedness.
  • F. None of above. chosen

Provenance (5 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_69a4936be1c88190af56540324b57da7 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49f03db7481909e49c325c5f7cdae completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5778faa788190ac246d6cd6b983f4 completed March 2, 2026, 11:42 a.m.
NEDg Description generation batch_69a57806b6148190a56a1ed535bb3a65 completed March 2, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69a5785996748190ae7761d190bbd35f completed March 2, 2026, 11:45 a.m.
Created at: March 1, 2026, 7:36 p.m.