Triple
T10915791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 27th Special Operations Wing |
E257817
|
entity |
| Predicate | componentUnit |
P11709
|
FINISHED |
| Object |
20th Special Operations Squadron
The 20th Special Operations Squadron is a U.S. Air Force special operations unit known for its specialized helicopter missions, including infiltration, exfiltration, and resupply of special operations forces, often under low-visibility and high-risk conditions.
|
E899213
|
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: 20th Special Operations Squadron | Statement: [27th Special Operations Wing, componentUnit, 20th Special Operations Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 20th Special Operations Squadron Context triple: [27th Special Operations Wing, componentUnit, 20th Special Operations Squadron]
-
A.
34th Special Operations Squadron
The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
-
B.
24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
-
C.
22nd Special Tactics Squadron
The 22nd Special Tactics Squadron is a U.S. Air Force special operations unit specializing in combat control, pararescue, and tactical air-to-ground integration in support of special operations missions.
-
D.
73rd Special Operations Squadron
The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
-
E.
21st Special Tactics Squadron
The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
- 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: 20th Special Operations Squadron Triple: [27th Special Operations Wing, componentUnit, 20th Special Operations Squadron]
Generated description
The 20th Special Operations Squadron is a U.S. Air Force special operations unit known for its specialized helicopter missions, including infiltration, exfiltration, and resupply of special operations forces, often under low-visibility and high-risk conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 20th Special Operations Squadron Target entity description: The 20th Special Operations Squadron is a U.S. Air Force special operations unit known for its specialized helicopter missions, including infiltration, exfiltration, and resupply of special operations forces, often under low-visibility and high-risk conditions.
-
A.
34th Special Operations Squadron
The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
-
B.
24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
-
C.
22nd Special Tactics Squadron
The 22nd Special Tactics Squadron is a U.S. Air Force special operations unit specializing in combat control, pararescue, and tactical air-to-ground integration in support of special operations missions.
-
D.
73rd Special Operations Squadron
The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
-
E.
21st Special Tactics Squadron
The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
- 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_69e3740b7ed081908623ae286271fb55 |
completed | April 18, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69e378dcc92c8190952d4acfee2a309c |
completed | April 18, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37be75a588190abb9569ef1e87279 |
completed | April 18, 2026, 12:41 p.m. |
Created at: April 8, 2026, 9:22 p.m.