Triple
T15376438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Force Security Assistance Training Squadron |
E367679
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States Air Force security cooperation enterprise
The United States Air Force security cooperation enterprise is the overarching framework through which the Air Force builds and manages international partnerships, training, and assistance programs with allied and partner nations.
|
E407301
|
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: United States Air Force security cooperation enterprise | Statement: [Air Force Security Assistance Training Squadron, partOf, United States Air Force security cooperation enterprise]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Air Force security cooperation enterprise Context triple: [Air Force Security Assistance Training Squadron, partOf, United States Air Force security cooperation enterprise]
-
A.
Air Force Security Assistance and Cooperation Directorate
The Air Force Security Assistance and Cooperation Directorate is a U.S. Air Force organization that manages foreign military sales and international security cooperation programs for the service.
-
B.
U.S. Department of Defense security cooperation enterprise
The U.S. Department of Defense security cooperation enterprise is the overarching system of organizations, policies, and programs that manage and execute U.S. military-to-military engagement, training, and assistance with foreign partners.
-
C.
United States Air Force Warfare Center
The United States Air Force Warfare Center is a major USAF organization responsible for advanced training, testing, tactics development, and operational integration of air, space, and cyber capabilities.
-
D.
Air Force Special Operations Air Warfare Center
The Air Force Special Operations Air Warfare Center is a U.S. Air Force organization responsible for training, education, testing, and doctrine development for Air Force special operations forces.
-
E.
Total Force of the United States Air Force
The Total Force of the United States Air Force is the integrated framework that combines active-duty, Air National Guard, and Air Force Reserve components into a single, cohesive air and space power structure.
- 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: United States Air Force security cooperation enterprise Triple: [Air Force Security Assistance Training Squadron, partOf, United States Air Force security cooperation enterprise]
Generated description
The United States Air Force security cooperation enterprise is the overarching framework through which the Air Force builds and manages international partnerships, training, and assistance programs with allied and partner nations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Air Force security cooperation enterprise Target entity description: The United States Air Force security cooperation enterprise is the overarching framework through which the Air Force builds and manages international partnerships, training, and assistance programs with allied and partner nations.
-
A.
Air Force Security Assistance and Cooperation Directorate
chosen
The Air Force Security Assistance and Cooperation Directorate is a U.S. Air Force organization that manages foreign military sales and international security cooperation programs for the service.
-
B.
U.S. Department of Defense security cooperation enterprise
The U.S. Department of Defense security cooperation enterprise is the overarching system of organizations, policies, and programs that manage and execute U.S. military-to-military engagement, training, and assistance with foreign partners.
-
C.
United States Air Force Warfare Center
The United States Air Force Warfare Center is a major USAF organization responsible for advanced training, testing, tactics development, and operational integration of air, space, and cyber capabilities.
-
D.
Air Force Special Operations Air Warfare Center
The Air Force Special Operations Air Warfare Center is a U.S. Air Force organization responsible for training, education, testing, and doctrine development for Air Force special operations forces.
-
E.
Total Force of the United States Air Force
The Total Force of the United States Air Force is the integrated framework that combines active-duty, Air National Guard, and Air Force Reserve components into a single, cohesive air and space power structure.
- 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_69d85a1551a08190ba2caea7cd51c639 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e5ece1081908d7c1289258b9c1f |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b5502508190bd39b6d81ee57cc0 |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0f400ec08190961c63f957efe107 |
completed | May 9, 2026, 10:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0fbef36081908a0f6317a32f9c28 |
completed | May 9, 2026, 10:43 a.m. |
Created at: April 10, 2026, 3:18 a.m.