Triple
T18075720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SOCAFRICA |
E432546
|
entity |
| Predicate | includesForcesFrom |
P37308
|
FINISHED |
| Object | U.S. Air Force Special Operations Forces |
—
|
NE NERFINISHED |
How this triple was built (2 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 Special Operations Forces | Statement: [SOCAFRICA, includesForcesFrom, U.S. Air Force Special Operations Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force Special Operations Forces Context triple: [SOCAFRICA, includesForcesFrom, U.S. Air Force Special Operations Forces]
-
A.
Air Force Special Operations Command
chosen
Air Force Special Operations Command is the U.S. Air Force’s component of the special operations community, responsible for providing specialized airpower, including infiltration, exfiltration, precision strike, and intelligence support for special operations missions worldwide.
-
B.
Joint Special Forces Aviation Wing
The Joint Special Forces Aviation Wing is a specialized British military aviation formation that provides dedicated air support, including helicopters and fixed-wing aircraft, to United Kingdom Special Forces operations.
-
C.
U.S. Army Special Operations Aviation Command
The U.S. Army Special Operations Aviation Command is the Army headquarters responsible for organizing, training, and equipping specialized aviation units that support special operations forces with highly skilled, often clandestine air capabilities.
-
D.
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.
-
E.
U.S. Special Operations Command
U.S. Special Operations Command is a unified U.S. military command responsible for overseeing and coordinating the special operations forces of all service branches for missions such as counterterrorism, unconventional warfare, and special reconnaissance.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9070cac81909fa9473fb1c3f1c7 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4d9f4f76c81909015ae4d66d1c85f |
completed | April 19, 2026, 1:34 p.m. |
Created at: April 10, 2026, 10:26 a.m.