Triple
T17801472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 352d Special Operations Wing |
E444436
|
entity |
| Predicate | hasSubunit |
P747
|
FINISHED |
| Object |
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.
|
E1289182
|
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: 352d Special Operations Maintenance Squadron | Statement: [352d Special Operations Wing, hasSubunit, 352d Special Operations Maintenance Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 352d Special Operations Maintenance Squadron Context triple: [352d Special Operations Wing, hasSubunit, 352d Special Operations Maintenance Squadron]
-
A.
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.
-
B.
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.
-
C.
27th Special Operations Maintenance Group
The 27th Special Operations Maintenance Group is a U.S. Air Force unit responsible for maintaining and supporting the aircraft and equipment of the 27th Special Operations Wing to ensure mission readiness.
-
D.
355th Maintenance Group
The 355th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to flying operations at Davis-Monthan Air Force Base in Arizona.
-
E.
727th Special Operations Aircraft Maintenance Squadron
The 727th Special Operations Aircraft Maintenance Squadron is a U.S. Air Force unit responsible for maintaining and supporting special operations aircraft to ensure their readiness for global missions.
- 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: 352d Special Operations Maintenance Squadron Triple: [352d Special Operations Wing, hasSubunit, 352d Special Operations Maintenance Squadron]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 352d Special Operations Maintenance Squadron Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
27th Special Operations Maintenance Group
The 27th Special Operations Maintenance Group is a U.S. Air Force unit responsible for maintaining and supporting the aircraft and equipment of the 27th Special Operations Wing to ensure mission readiness.
-
D.
355th Maintenance Group
The 355th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to flying operations at Davis-Monthan Air Force Base in Arizona.
-
E.
727th Special Operations Aircraft Maintenance Squadron
The 727th Special Operations Aircraft Maintenance Squadron is a U.S. Air Force unit responsible for maintaining and supporting special operations aircraft to ensure their readiness for global missions.
- 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_69d8b9efe370819095cd219b143ae727 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e488005a288190b7a2cffa590d2557 |
completed | April 19, 2026, 7:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff5c66d88190a2983c1eab7b546e |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a03008e910c819084c6dd079a93c335 |
completed | May 12, 2026, 10:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0300e885e481909c76dfbac2fd1009 |
completed | May 12, 2026, 10:28 a.m. |
Created at: April 10, 2026, 10:13 a.m.