Triple
T4781520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 316th Wing |
E106176
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
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.
|
E477176
|
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 Logistics Readiness Squadron | Statement: [316th Wing, hasComponent, 316th Logistics Readiness Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 316th Logistics Readiness Squadron Context triple: [316th Wing, hasComponent, 316th Logistics Readiness Squadron]
-
A.
460th Logistics Readiness Squadron
The 460th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, and transportation support to space operations and associated missions.
-
B.
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.
-
C.
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.
-
D.
316th Civil Engineer Squadron
The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
-
E.
Special Operations Logistics Squadron
The Special Operations Logistics Squadron is an Australian military unit that provides specialized logistical and support capabilities to the nation’s special operations forces.
- 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 Logistics Readiness Squadron Triple: [316th Wing, hasComponent, 316th Logistics Readiness Squadron]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 316th Logistics Readiness Squadron Target entity description: 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.
-
A.
460th Logistics Readiness Squadron
The 460th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, and transportation support to space operations and associated missions.
-
B.
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.
-
C.
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.
-
D.
316th Civil Engineer Squadron
The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
-
E.
Special Operations Logistics Squadron
The Special Operations Logistics Squadron is an Australian military unit that provides specialized logistical and support capabilities to the nation’s special operations forces.
- 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_69be67c4460c81909d93ea5fcfa200e2 |
completed | March 21, 2026, 9:41 a.m. |
| NEDg | Description generation | batch_69be6a00d044819080b94fa01cc2a3a1 |
completed | March 21, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6a4e09e08190888eac716374e024 |
completed | March 21, 2026, 9:52 a.m. |
Created at: March 20, 2026, 1:21 p.m.