Triple
T5703701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aeronautics Systems |
E125730
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
U.S. Department of Defense programs
U.S. Department of Defense programs are government-funded military initiatives and projects that develop, procure, and sustain capabilities for national defense and security.
|
E539756
|
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: U.S. Department of Defense programs | Statement: [Aeronautics Systems, associatedWith, U.S. Department of Defense programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Defense programs Context triple: [Aeronautics Systems, associatedWith, U.S. Department of Defense programs]
-
A.
Major Defense Acquisition Programs
Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
-
B.
Department of Defense University Research Initiatives
The Department of Defense University Research Initiatives is a U.S. defense program that funds multidisciplinary, long-term basic research at universities to advance cutting-edge science and technology relevant to national security.
-
C.
Defense Support Program
The Defense Support Program is a series of U.S. military early-warning satellites designed to detect missile launches and nuclear detonations using infrared sensors.
-
D.
Office of Defense Programs
The Office of Defense Programs is a component of the U.S. National Nuclear Security Administration responsible for maintaining and modernizing the nation’s nuclear weapons stockpile and supporting related defense capabilities.
-
E.
United States Department of Defense infrastructure
United States Department of Defense infrastructure refers to the nationwide network of military bases, facilities, and support systems that enable the U.S. armed forces to operate, train, and project power.
- 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: U.S. Department of Defense programs Triple: [Aeronautics Systems, associatedWith, U.S. Department of Defense programs]
Generated description
U.S. Department of Defense programs are government-funded military initiatives and projects that develop, procure, and sustain capabilities for national defense and security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Defense programs Target entity description: U.S. Department of Defense programs are government-funded military initiatives and projects that develop, procure, and sustain capabilities for national defense and security.
-
A.
Major Defense Acquisition Programs
Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
-
B.
Department of Defense University Research Initiatives
The Department of Defense University Research Initiatives is a U.S. defense program that funds multidisciplinary, long-term basic research at universities to advance cutting-edge science and technology relevant to national security.
-
C.
Defense Support Program
The Defense Support Program is a series of U.S. military early-warning satellites designed to detect missile launches and nuclear detonations using infrared sensors.
-
D.
Office of Defense Programs
The Office of Defense Programs is a component of the U.S. National Nuclear Security Administration responsible for maintaining and modernizing the nation’s nuclear weapons stockpile and supporting related defense capabilities.
-
E.
United States Department of Defense infrastructure
United States Department of Defense infrastructure refers to the nationwide network of military bases, facilities, and support systems that enable the U.S. armed forces to operate, train, and project power.
- 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_69c0082c96988190b3a6a201edce472a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02456efb48190bf3aaabcc77cda92 |
completed | March 22, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a638f2881908a7eb9274f000138 |
completed | March 22, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69c05c75179c819085bf56340363b48c |
completed | March 22, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05d2b67888190bc89e4cbd384c15f |
completed | March 22, 2026, 9:20 p.m. |
Created at: March 22, 2026, 3:45 p.m.