Triple
T2265839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springfield–Beckley Municipal Airport |
E50142
|
entity |
| Predicate | hasBasedMilitaryUnit |
P14275
|
FINISHED |
| Object |
178th Wing
The 178th Wing is an Ohio Air National Guard unit that conducts intelligence, surveillance, reconnaissance, and support missions as part of the U.S. Air Force.
|
E252248
|
NE FINISHED |
How this triple was built (5 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: 178th Wing | Statement: [Springfield–Beckley Municipal Airport, hasBasedMilitaryUnit, 178th Wing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 178th Wing Context triple: [Springfield–Beckley Municipal Airport, hasBasedMilitaryUnit, 178th Wing]
-
A.
57th Wing
The 57th Wing is a major U.S. Air Force unit known for advanced combat training, including the operation of the USAF Weapons School and large-scale exercises like Red Flag.
-
B.
140th Wing
The 140th Wing is a Colorado Air National Guard unit that conducts fighter, space, and support operations as part of the U.S. Air Force and Space Force missions.
-
C.
113th Wing
The 113th Wing is a District of Columbia Air National Guard unit that provides air defense, fighter, and support capabilities for both federal and state missions.
-
D.
316th Wing
The 316th Wing is a United States Air Force unit that provides installation support, contingency response, and ceremonial duties for operations based at Joint Base Andrews near Washington, D.C.
-
E.
15th Wing
The 15th Wing is a United States Air Force unit responsible for airlift, air refueling, and operational support missions in the Pacific region.
- 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: 178th Wing Triple: [Springfield–Beckley Municipal Airport, hasBasedMilitaryUnit, 178th Wing]
Generated description
The 178th Wing is an Ohio Air National Guard unit that conducts intelligence, surveillance, reconnaissance, and support missions as part of the U.S. Air Force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 178th Wing Target entity description: The 178th Wing is an Ohio Air National Guard unit that conducts intelligence, surveillance, reconnaissance, and support missions as part of the U.S. Air Force.
-
A.
57th Wing
The 57th Wing is a major U.S. Air Force unit known for advanced combat training, including the operation of the USAF Weapons School and large-scale exercises like Red Flag.
-
B.
140th Wing
The 140th Wing is a Colorado Air National Guard unit that conducts fighter, space, and support operations as part of the U.S. Air Force and Space Force missions.
-
C.
113th Wing
The 113th Wing is a District of Columbia Air National Guard unit that provides air defense, fighter, and support capabilities for both federal and state missions.
-
D.
316th Wing
The 316th Wing is a United States Air Force unit that provides installation support, contingency response, and ceremonial duties for operations based at Joint Base Andrews near Washington, D.C.
-
E.
15th Wing
The 15th Wing is a United States Air Force unit responsible for airlift, air refueling, and operational support missions in the Pacific region.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBasedMilitaryUnit Context triple: [Springfield–Beckley Municipal Airport, hasBasedMilitaryUnit, 178th Wing]
-
A.
hasMilitaryBase
Indicates that one entity possesses, hosts, or contains a military base associated with or located on another entity.
-
B.
hasMilitaryPresence
chosen
Indicates that a military force is present in, stationed at, or operating within a particular location or entity.
-
C.
hasMilitaryDivision
Indicates that an entity possesses, includes, or is organizationally associated with a specific military division.
-
D.
hasMilitaryAssociation
Indicates a relationship in which an entity is connected or affiliated with a military organization, activity, or function.
-
E.
militaryOrganization
Indicates that an entity functions as, or is associated with, a structured armed forces or defense-related organization.
- F. None of above.
Provenance (6 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc2ea65288190bc8644a07a11dfa9 |
completed | March 7, 2026, 6:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f0bb4d08190b7fa8815d691bdbb |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fc194488190bb71124f0225a521 |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae802d03648190a71303daf20e6162 |
completed | March 9, 2026, 8:09 a.m. |
| PD | Predicate disambiguation | batch_69abbdb592588190ac1ef5e8c54575b1 |
completed | March 7, 2026, 5:55 a.m. |
Created at: March 4, 2026, 7:48 p.m.