Triple
T11025121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 27th Special Operations Group |
E260597
|
entity |
| Predicate | hasComponentUnit |
P11709
|
FINISHED |
| Object |
27th Special Operations Support Squadron
The 27th Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and administrative support to special operations flying squadrons within the 27th Special Operations Wing.
|
E916642
|
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: 27th Special Operations Support Squadron | Statement: [27th Special Operations Group, hasComponentUnit, 27th Special Operations Support Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 27th Special Operations Support Squadron Context triple: [27th Special Operations Group, hasComponentUnit, 27th Special Operations Support 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.
33rd Special Operations Squadron
The 33rd 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.
27th Special Operations Mission Support Group
The 27th Special Operations Mission Support Group is a U.S. Air Force unit that provides essential base, logistics, and support services to enable the operations of the 27th Special Operations Wing.
-
E.
20th Special Operations Squadron
The 20th Special Operations Squadron is a U.S. Air Force special operations unit known for its specialized helicopter missions, including infiltration, exfiltration, and resupply of special operations forces, often under low-visibility and high-risk conditions.
- 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: 27th Special Operations Support Squadron Triple: [27th Special Operations Group, hasComponentUnit, 27th Special Operations Support Squadron]
Generated description
The 27th Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and administrative support to special operations flying squadrons within the 27th Special Operations Wing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 27th Special Operations Support Squadron Target entity description: The 27th Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and administrative support to special operations flying squadrons within the 27th Special Operations Wing.
-
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.
33rd Special Operations Squadron
The 33rd 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.
27th Special Operations Mission Support Group
The 27th Special Operations Mission Support Group is a U.S. Air Force unit that provides essential base, logistics, and support services to enable the operations of the 27th Special Operations Wing.
-
E.
20th Special Operations Squadron
The 20th Special Operations Squadron is a U.S. Air Force special operations unit known for its specialized helicopter missions, including infiltration, exfiltration, and resupply of special operations forces, often under low-visibility and high-risk conditions.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797bf78a48190a37b423812827d4e |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e509b8c348819090f118fc69e3441f |
completed | April 19, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_69e510f7bec08190989118b6e4a7fa49 |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5168c8da0819093bf61d8ea5f9e35 |
completed | April 19, 2026, 5:53 p.m. |
Created at: April 8, 2026, 9:25 p.m.