Triple
T1819447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurlburt Field |
E40509
|
entity |
| Predicate | garrison |
P75
|
FINISHED |
| Object |
319th Special Operations Squadron
The 319th Special Operations Squadron is a United States Air Force special operations unit that conducts specialized air mobility and support missions, typically using light transport aircraft, in support of special operations forces.
|
E224948
|
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: 319th Special Operations Squadron | Statement: [Hurlburt Field, garrison, 319th Special Operations Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 319th Special Operations Squadron Context triple: [Hurlburt Field, garrison, 319th Special Operations Squadron]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: 319th Special Operations Squadron Triple: [Hurlburt Field, garrison, 319th Special Operations Squadron]
Generated description
The 319th Special Operations Squadron is a United States Air Force special operations unit that conducts specialized air mobility and support missions, typically using light transport aircraft, in support of special operations forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 319th Special Operations Squadron Target entity description: The 319th Special Operations Squadron is a United States Air Force special operations unit that conducts specialized air mobility and support missions, typically using light transport aircraft, in support of special operations forces.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f9f32c819084948e7ce7fa6f2e |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0ab743fc8190b181929109642e36 |
completed | March 8, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69ae0b62dd048190acf6f9d76e5bfd47 |
completed | March 8, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0be695cc819093c237e19de9b731 |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:32 p.m.