Triple
T22629772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Air Force 12th Air Commando Squadron |
E558516
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Air Force 315th Air Commando Wing
The U.S. Air Force 315th Air Commando Wing was a special operations and air commando unit that conducted unconventional warfare, psychological operations, and air support missions, particularly during the Vietnam War era.
|
E1545495
|
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. Air Force 315th Air Commando Wing | Statement: [U.S. Air Force 12th Air Commando Squadron, partOf, U.S. Air Force 315th Air Commando Wing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force 315th Air Commando Wing Context triple: [U.S. Air Force 12th Air Commando Squadron, partOf, U.S. Air Force 315th Air Commando Wing]
-
A.
U.S. Air Force 12th Air Commando Squadron
The U.S. Air Force 12th Air Commando Squadron was a specialized unit that conducted aerial defoliation and herbicide spraying missions during the Vietnam War as part of Operation Ranch Hand.
-
B.
1st Special Operations Wing
The 1st Special Operations Wing is a U.S. Air Force unit that conducts specialized and unconventional air operations, including infiltration, exfiltration, and resupply of special operations forces worldwide.
-
C.
27th Special Operations Wing
The 27th Special Operations Wing is a United States Air Force unit responsible for conducting specialized and often clandestine air operations, including precision strike, intelligence, surveillance, reconnaissance, and support of special operations forces worldwide.
-
D.
58th Special Operations Wing
The 58th Special Operations Wing is a United States Air Force unit responsible for training aircrews and conducting specialized operations in support of special operations and combat search and rescue missions.
-
E.
U.S. Air Force 363rd Air Expeditionary Wing
The U.S. Air Force 363rd Air Expeditionary Wing was a provisional combat unit that conducted air operations in the Middle East, particularly during operations such as Southern Watch and Iraqi Freedom.
- 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. Air Force 315th Air Commando Wing Triple: [U.S. Air Force 12th Air Commando Squadron, partOf, U.S. Air Force 315th Air Commando Wing]
Generated description
The U.S. Air Force 315th Air Commando Wing was a special operations and air commando unit that conducted unconventional warfare, psychological operations, and air support missions, particularly during the Vietnam War era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force 315th Air Commando Wing Target entity description: The U.S. Air Force 315th Air Commando Wing was a special operations and air commando unit that conducted unconventional warfare, psychological operations, and air support missions, particularly during the Vietnam War era.
-
A.
U.S. Air Force 12th Air Commando Squadron
The U.S. Air Force 12th Air Commando Squadron was a specialized unit that conducted aerial defoliation and herbicide spraying missions during the Vietnam War as part of Operation Ranch Hand.
-
B.
1st Special Operations Wing
The 1st Special Operations Wing is a U.S. Air Force unit that conducts specialized and unconventional air operations, including infiltration, exfiltration, and resupply of special operations forces worldwide.
-
C.
27th Special Operations Wing
The 27th Special Operations Wing is a United States Air Force unit responsible for conducting specialized and often clandestine air operations, including precision strike, intelligence, surveillance, reconnaissance, and support of special operations forces worldwide.
-
D.
58th Special Operations Wing
The 58th Special Operations Wing is a United States Air Force unit responsible for training aircrews and conducting specialized operations in support of special operations and combat search and rescue missions.
-
E.
U.S. Air Force 363rd Air Expeditionary Wing
The U.S. Air Force 363rd Air Expeditionary Wing was a provisional combat unit that conducted air operations in the Middle East, particularly during operations such as Southern Watch and Iraqi Freedom.
- 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f16e3febd081909ff21abef1e4035d |
completed | April 29, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b4e0b2dd081909b063c50b18579c4 |
completed | May 18, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_6a0b4ed997448190a6fe89160ccc223b |
completed | May 18, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b4f8600448190a726d0fe91e17cff |
completed | May 18, 2026, 5:42 p.m. |
Created at: April 17, 2026, 3:02 p.m.