Triple
T2971004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Defense Education Act |
E80278
|
entity |
| Predicate | section |
P3120
|
FINISHED |
| Object |
Title IV – National Defense Fellowships
Title IV – National Defense Fellowships was a component of the National Defense Education Act that provided federal graduate fellowships to increase the number of highly trained specialists in fields deemed critical to U.S. national security and education.
|
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: Title IV – National Defense Fellowships | Statement: [National Defense Education Act, section, Title IV – National Defense Fellowships]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title IV – National Defense Fellowships Context triple: [National Defense Education Act, section, Title IV – National Defense Fellowships]
-
A.
Title IV
Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
-
B.
Title IV
Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
-
C.
Title IX—National Intelligence Academy
Title IX—National Intelligence Academy is a section of the Intelligence Reform and Terrorism Prevention Act of 2004 that establishes provisions for creating and supporting a national academy to train and professionalize U.S. intelligence personnel.
-
D.
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.
-
E.
Subtitle IV – Aeronautics and Space Research and Education
Subtitle IV – Aeronautics and Space Research and Education is a section of U.S. federal space law that organizes statutes governing national aeronautics and space research, technology development, and related educational activities.
- 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: Title IV – National Defense Fellowships Triple: [National Defense Education Act, section, Title IV – National Defense Fellowships]
Generated description
Title IV – National Defense Fellowships was a component of the National Defense Education Act that provided federal graduate fellowships to increase the number of highly trained specialists in fields deemed critical to U.S. national security and education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title IV – National Defense Fellowships Target entity description: Title IV – National Defense Fellowships was a component of the National Defense Education Act that provided federal graduate fellowships to increase the number of highly trained specialists in fields deemed critical to U.S. national security and education.
-
A.
Title IV
Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
-
B.
Title IV
Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
-
C.
Title IX—National Intelligence Academy
Title IX—National Intelligence Academy is a section of the Intelligence Reform and Terrorism Prevention Act of 2004 that establishes provisions for creating and supporting a national academy to train and professionalize U.S. intelligence personnel.
-
D.
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.
-
E.
Subtitle IV – Aeronautics and Space Research and Education
Subtitle IV – Aeronautics and Space Research and Education is a section of U.S. federal space law that organizes statutes governing national aeronautics and space research, technology development, and related educational activities.
- F. None of above.
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_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. |
| NEDg | Description generation | batch_69b1006c3ee48190b17b8216a8b700c9 |
completed | March 11, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b100dd4f108190b39926534096d6c7 |
completed | March 11, 2026, 5:42 a.m. |
Created at: March 8, 2026, 2:58 p.m.