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.