Triple
T16869401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 58th Special Operations Wing |
E410128
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
58th Maintenance Group
The 58th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 58th Special Operations Wing’s training and operational missions.
|
E1238386
|
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: 58th Maintenance Group | Statement: [58th Special Operations Wing, hasComponent, 58th Maintenance Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 58th Maintenance Group Context triple: [58th Special Operations Wing, hasComponent, 58th Maintenance Group]
-
A.
28th Maintenance Group
The 28th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Ellsworth Air Force Base.
-
B.
48th Maintenance Group
The 48th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 48th Fighter Wing at RAF Lakenheath in the United Kingdom.
-
C.
57th Maintenance Group
The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
-
D.
52nd Maintenance Group
The 52nd Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 52nd Fighter Wing.
-
E.
86th Maintenance Group
The 86th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 86th Airlift Wing’s airlift and operational 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: 58th Maintenance Group Triple: [58th Special Operations Wing, hasComponent, 58th Maintenance Group]
Generated description
The 58th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 58th Special Operations Wing’s training and operational missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 58th Maintenance Group Target entity description: The 58th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 58th Special Operations Wing’s training and operational missions.
-
A.
28th Maintenance Group
The 28th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support for operations at Ellsworth Air Force Base.
-
B.
48th Maintenance Group
The 48th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 48th Fighter Wing at RAF Lakenheath in the United Kingdom.
-
C.
57th Maintenance Group
The 57th Maintenance Group is a United States Air Force unit responsible for providing aircraft and equipment maintenance support to the 57th Wing at Nellis Air Force Base.
-
D.
52nd Maintenance Group
The 52nd Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 52nd Fighter Wing.
-
E.
86th Maintenance Group
The 86th Maintenance Group is a U.S. Air Force unit responsible for providing aircraft and equipment maintenance support to the 86th Airlift Wing’s airlift and operational 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b50b85c08190b35d1c45ee0e9675 |
completed | April 18, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2aeb9908190964a9403402186fb |
completed | May 10, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a00c3c25e9481908327bb6646212368 |
completed | May 10, 2026, 5:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c44e37b48190a62b315ddbbd4ec4 |
completed | May 10, 2026, 5:45 p.m. |
Created at: April 10, 2026, 5:24 a.m.