Triple
T10915790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 27th Special Operations Wing |
E257817
|
entity |
| Predicate | componentUnit |
P11709
|
FINISHED |
| Object |
16th Special Operations Squadron
The 16th Special Operations Squadron is a U.S. Air Force special operations unit best known for operating AC-130 gunship aircraft in close air support, interdiction, and armed reconnaissance missions.
|
E897702
|
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: 16th Special Operations Squadron | Statement: [27th Special Operations Wing, componentUnit, 16th Special Operations Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 16th Special Operations Squadron Context triple: [27th Special Operations Wing, componentUnit, 16th Special Operations Squadron]
-
A.
26th Special Tactics Squadron
The 26th Special Tactics Squadron is a U.S. Air Force special operations unit that provides specially trained airmen for combat control, pararescue, and other specialized battlefield air operations in support of joint special operations missions.
-
B.
165th Air Support Operations Squadron
The 165th Air Support Operations Squadron is a Georgia-based Air National Guard unit that provides tactical air control and close air support coordination for Army ground forces.
-
C.
15th Special Operations Squadron
The 15th Special Operations Squadron is a United States Air Force unit that conducts specialized air mobility and special operations missions, including infiltration, exfiltration, and resupply of special operations forces.
-
D.
1st Special Operations Squadron
The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
-
E.
8th Special Operations Squadron
The 8th Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized airpower missions, including infiltration, exfiltration, and resupply of 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: 16th Special Operations Squadron Triple: [27th Special Operations Wing, componentUnit, 16th Special Operations Squadron]
Generated description
The 16th Special Operations Squadron is a U.S. Air Force special operations unit best known for operating AC-130 gunship aircraft in close air support, interdiction, and armed reconnaissance missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 16th Special Operations Squadron Target entity description: The 16th Special Operations Squadron is a U.S. Air Force special operations unit best known for operating AC-130 gunship aircraft in close air support, interdiction, and armed reconnaissance missions.
-
A.
26th Special Tactics Squadron
The 26th Special Tactics Squadron is a U.S. Air Force special operations unit that provides specially trained airmen for combat control, pararescue, and other specialized battlefield air operations in support of joint special operations missions.
-
B.
165th Air Support Operations Squadron
The 165th Air Support Operations Squadron is a Georgia-based Air National Guard unit that provides tactical air control and close air support coordination for Army ground forces.
-
C.
15th Special Operations Squadron
The 15th Special Operations Squadron is a United States Air Force unit that conducts specialized air mobility and special operations missions, including infiltration, exfiltration, and resupply of special operations forces.
-
D.
1st Special Operations Squadron
The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
-
E.
8th Special Operations Squadron
The 8th Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized airpower missions, including infiltration, exfiltration, and resupply of 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77074c77c8190af91369eee11f1b7 |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e34455ea4c8190b6f2433f3f745b76 |
completed | April 18, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69e3556ad7ec819095b3babc67ecdfd4 |
completed | April 18, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e358f860f08190bfd10519ff3806aa |
completed | April 18, 2026, 10:12 a.m. |
Created at: April 8, 2026, 9:22 p.m.