Triple
T4781521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 316th Wing |
E106176
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
316th Force Support Squadron
The 316th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for airmen and their families within the 316th Wing.
|
E478492
|
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: 316th Force Support Squadron | Statement: [316th Wing, hasComponent, 316th Force Support Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 316th Force Support Squadron Context triple: [316th Wing, hasComponent, 316th Force Support Squadron]
-
A.
316th Security Forces Squadron
The 316th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations in support of the 316th Wing.
-
B.
460th Force Support Squadron
The 460th Force Support Squadron is a U.S. Air Force unit that provides personnel, morale, welfare, and support services to members and missions associated with the 460th Space Wing.
-
C.
316th Logistics Readiness Squadron
The 316th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, supply, and transportation support to the 316th Wing and its missions.
-
D.
316th Communications Squadron
The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
-
E.
316th Mission Support Group
The 316th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and personnel services to enable the operations of the 316th Wing.
- 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: 316th Force Support Squadron Triple: [316th Wing, hasComponent, 316th Force Support Squadron]
Generated description
The 316th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for airmen and their families within the 316th Wing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 316th Force Support Squadron Target entity description: The 316th Force Support Squadron is a U.S. Air Force unit responsible for personnel, morale, welfare, recreation, and related support services for airmen and their families within the 316th Wing.
-
A.
316th Security Forces Squadron
The 316th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations in support of the 316th Wing.
-
B.
460th Force Support Squadron
The 460th Force Support Squadron is a U.S. Air Force unit that provides personnel, morale, welfare, and support services to members and missions associated with the 460th Space Wing.
-
C.
316th Logistics Readiness Squadron
The 316th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, supply, and transportation support to the 316th Wing and its missions.
-
D.
316th Communications Squadron
The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
-
E.
316th Mission Support Group
The 316th Mission Support Group is a U.S. Air Force unit that provides essential base support, logistics, and personnel services to enable the operations of the 316th Wing.
- 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_69bd43f3074c8190937e7b0a457fe9f1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65aa577c81909ec1b94e47810169 |
completed | March 20, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6f9b91408190962bfd72962b9008 |
completed | March 21, 2026, 10:14 a.m. |
| NEDg | Description generation | batch_69be7095dc8c8190bdda64e99232fe1e |
completed | March 21, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be710df238819085b0a873e23ecfd9 |
completed | March 21, 2026, 10:21 a.m. |
Created at: March 20, 2026, 1:21 p.m.