Triple
T17801474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 352d Special Operations Wing |
E444436
|
entity |
| Predicate | hasSubunit |
P747
|
FINISHED |
| Object | 352d Special Operations Logistics Readiness Squadron |
—
|
NE NERFINISHED |
How this triple was built (3 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: 352d Special Operations Logistics Readiness Squadron | Statement: [352d Special Operations Wing, hasSubunit, 352d Special Operations Logistics Readiness Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 352d Special Operations Logistics Readiness Squadron Context triple: [352d Special Operations Wing, hasSubunit, 352d Special Operations Logistics Readiness Squadron]
-
A.
352d Special Operations Maintenance Squadron
The 352d Special Operations Maintenance Squadron is a U.S. Air Force unit responsible for providing specialized aircraft maintenance and support to enable the missions of the 352d Special Operations Wing.
-
B.
352d Special Operations Wing
The 352d Special Operations Wing is a United States Air Force unit based in Europe that conducts specialized and clandestine air operations, including infiltration, exfiltration, and resupply of special operations forces.
-
C.
325th Logistics Readiness Squadron
The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
-
D.
353d Special Operations Wing
The 353d Special Operations Wing is a U.S. Air Force unit that conducts specialized and often clandestine air operations, primarily in the Indo-Pacific region, in support of special operations forces.
-
E.
52nd Logistics Readiness Squadron
The 52nd Logistics Readiness Squadron is a U.S. Air Force unit that provides supply, transportation, and logistics support to the 52nd Fighter Wing’s operations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 352d Special Operations Logistics Readiness Squadron Target entity description: The 352d Special Operations Logistics Readiness Squadron is a U.S. Air Force unit that provides specialized logistics, supply, and transportation support to enable the operations of the 352d Special Operations Wing.
-
A.
352d Special Operations Maintenance Squadron
The 352d Special Operations Maintenance Squadron is a U.S. Air Force unit responsible for providing specialized aircraft maintenance and support to enable the missions of the 352d Special Operations Wing.
-
B.
352d Special Operations Wing
The 352d Special Operations Wing is a United States Air Force unit based in Europe that conducts specialized and clandestine air operations, including infiltration, exfiltration, and resupply of special operations forces.
-
C.
325th Logistics Readiness Squadron
The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
-
D.
353d Special Operations Wing
The 353d Special Operations Wing is a U.S. Air Force unit that conducts specialized and often clandestine air operations, primarily in the Indo-Pacific region, in support of special operations forces.
-
E.
52nd Logistics Readiness Squadron
The 52nd Logistics Readiness Squadron is a U.S. Air Force unit that provides supply, transportation, and logistics support to the 52nd Fighter Wing’s operations.
- F. None of above. chosen
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_69d8b9efe370819095cd219b143ae727 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e488005a288190b7a2cffa590d2557 |
completed | April 19, 2026, 7:45 a.m. |
Created at: April 10, 2026, 10:13 a.m.