Triple
T17073047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 16th Aviation Brigade |
E414268
|
entity |
| Predicate | hasSubordinateUnit |
P747
|
FINISHED |
| Object |
171st Special Operations Aviation Squadron
The 171st Special Operations Aviation Squadron is an Australian Army aviation unit that provides specialized rotary-wing support for special operations forces.
|
E1249540
|
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: 171st Special Operations Aviation Squadron | Statement: [16th Aviation Brigade, hasSubordinateUnit, 171st Special Operations Aviation Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 171st Special Operations Aviation Squadron Context triple: [16th Aviation Brigade, hasSubordinateUnit, 171st Special Operations Aviation Squadron]
-
A.
160th Special Operations Aviation Regiment
The 160th Special Operations Aviation Regiment, known as the "Night Stalkers," is an elite U.S. Army aviation unit specializing in highly classified, low-level, nighttime special operations missions using helicopters and other aircraft.
-
B.
427 Special Operations Aviation Squadron
427 Special Operations Aviation Squadron is a Canadian military aviation unit that provides specialized helicopter support to special operations forces.
-
C.
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.
-
D.
318th Special Operations Squadron
The 318th Special Operations Squadron is a United States Air Force unit that conducts specialized air mobility and support missions for special operations forces.
-
E.
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.
- 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: 171st Special Operations Aviation Squadron Triple: [16th Aviation Brigade, hasSubordinateUnit, 171st Special Operations Aviation Squadron]
Generated description
The 171st Special Operations Aviation Squadron is an Australian Army aviation unit that provides specialized rotary-wing support for special operations forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 171st Special Operations Aviation Squadron Target entity description: The 171st Special Operations Aviation Squadron is an Australian Army aviation unit that provides specialized rotary-wing support for special operations forces.
-
A.
160th Special Operations Aviation Regiment
The 160th Special Operations Aviation Regiment, known as the "Night Stalkers," is an elite U.S. Army aviation unit specializing in highly classified, low-level, nighttime special operations missions using helicopters and other aircraft.
-
B.
427 Special Operations Aviation Squadron
427 Special Operations Aviation Squadron is a Canadian military aviation unit that provides specialized helicopter support to special operations forces.
-
C.
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.
-
D.
318th Special Operations Squadron
The 318th Special Operations Squadron is a United States Air Force unit that conducts specialized air mobility and support missions for special operations forces.
-
E.
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.
- 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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbc28fec81909c39d432094d9cdd |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012ede108881909ddd0455be53ffac |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012fe2a1b081909483baef845cc2c1 |
completed | May 11, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0130c2ad9881909d8a8b64ebb59aa6 |
completed | May 11, 2026, 1:28 a.m. |
Created at: April 10, 2026, 5:34 a.m.