Triple
T15604393
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 31st Fighter Wing |
E375117
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
31st Operations Group
The 31st Operations Group is a U.S. Air Force unit responsible for planning and executing the flying and operational missions of the 31st Fighter Wing.
|
E1166842
|
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: 31st Operations Group | Statement: [31st Fighter Wing, component, 31st Operations Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 31st Operations Group Context triple: [31st Fighter Wing, component, 31st Operations Group]
-
A.
317th Operations Group
The 317th Operations Group is a United States Air Force unit responsible for tactical airlift and related flying operations, primarily employing C-130 aircraft.
-
B.
310th Operations Group
The 310th Operations Group is a U.S. Space Force unit responsible for space operations and support, including satellite command and control, under the 310th Space Wing.
-
C.
33rd Operations Group
The 33rd Operations Group is a U.S. Air Force unit responsible for conducting and overseeing flying operations and training, particularly in support of the 33rd Fighter Wing’s fighter and training missions.
-
D.
28th Operations Group
The 28th Operations Group is a United States Air Force unit responsible for conducting and supporting bomber and related flying operations as part of the 28th Bomb Wing.
-
E.
412th Operations Group
The 412th Operations Group is a U.S. Air Force unit at Edwards Air Force Base responsible for planning, executing, and supporting flight test and evaluation missions for advanced aerospace systems.
- 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: 31st Operations Group Triple: [31st Fighter Wing, component, 31st Operations Group]
Generated description
The 31st Operations Group is a U.S. Air Force unit responsible for planning and executing the flying and operational missions of the 31st Fighter Wing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 31st Operations Group Target entity description: The 31st Operations Group is a U.S. Air Force unit responsible for planning and executing the flying and operational missions of the 31st Fighter Wing.
-
A.
317th Operations Group
The 317th Operations Group is a United States Air Force unit responsible for tactical airlift and related flying operations, primarily employing C-130 aircraft.
-
B.
310th Operations Group
The 310th Operations Group is a U.S. Space Force unit responsible for space operations and support, including satellite command and control, under the 310th Space Wing.
-
C.
33rd Operations Group
The 33rd Operations Group is a U.S. Air Force unit responsible for conducting and overseeing flying operations and training, particularly in support of the 33rd Fighter Wing’s fighter and training missions.
-
D.
28th Operations Group
The 28th Operations Group is a United States Air Force unit responsible for conducting and supporting bomber and related flying operations as part of the 28th Bomb Wing.
-
E.
412th Operations Group
The 412th Operations Group is a U.S. Air Force unit at Edwards Air Force Base responsible for planning, executing, and supporting flight test and evaluation missions for advanced aerospace systems.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e7d9328819090e93d55881269a5 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56d1607c8190a42dc664abe45b32 |
completed | May 9, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69ff57c304188190afa695ae88cf0234 |
completed | May 9, 2026, 3:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff5920436c81909addad5bb4566ae9 |
completed | May 9, 2026, 3:56 p.m. |
Created at: April 10, 2026, 4:12 a.m.