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.