Triple

T1689035
Position Surface form Disambiguated ID Type / Status
Subject Yuma, Arizona E36508 entity
Predicate hasMilitaryInstallation P1869 FINISHED
Object Marine Corps Air Station Yuma
Marine Corps Air Station Yuma is a major United States Marine Corps aviation training base in southwestern Arizona, known for its extensive air-to-ground weapons ranges and year-round flying conditions.
 E191386 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: Marine Corps Air Station Yuma | Statement: [Yuma, Arizona, hasMilitaryInstallation, Marine Corps Air Station Yuma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Corps Air Station Yuma
Context triple: [Yuma, Arizona, hasMilitaryInstallation, Marine Corps Air Station Yuma]
  • A. Marine Corps Logistics Base Barstow
    Marine Corps Logistics Base Barstow is a major U.S. Marine Corps installation in California that provides logistics support, maintenance, and supply services for Marine Corps and other military forces.
  • B. Luke Air Force Base
    Luke Air Force Base is a major United States Air Force training installation primarily focused on preparing fighter pilots, particularly for the F-35 and F-16 aircraft.
  • C. Marine Corps Air Station Miramar
    Marine Corps Air Station Miramar is a major United States Marine Corps aviation base in San Diego, California, best known as the former home of the Navy Fighter Weapons School made famous by the film "Top Gun."
  • D. Davis-Monthan Air Force Base
    Davis-Monthan Air Force Base is a major United States Air Force installation in Tucson, Arizona, best known for hosting the 309th Aerospace Maintenance and Regeneration Group, the military’s primary aircraft storage and “boneyard” facility.
  • E. McCoy Air Force Base
    McCoy Air Force Base was a former U.S. Air Force installation in Orlando, Florida, that later became the site of Orlando International Airport.
  • 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: Marine Corps Air Station Yuma
Triple: [Yuma, Arizona, hasMilitaryInstallation, Marine Corps Air Station Yuma]
Generated description
Marine Corps Air Station Yuma is a major United States Marine Corps aviation training base in southwestern Arizona, known for its extensive air-to-ground weapons ranges and year-round flying conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marine Corps Air Station Yuma
Target entity description: Marine Corps Air Station Yuma is a major United States Marine Corps aviation training base in southwestern Arizona, known for its extensive air-to-ground weapons ranges and year-round flying conditions.
  • A. Marine Corps Logistics Base Barstow
    Marine Corps Logistics Base Barstow is a major U.S. Marine Corps installation in California that provides logistics support, maintenance, and supply services for Marine Corps and other military forces.
  • B. Luke Air Force Base
    Luke Air Force Base is a major United States Air Force training installation primarily focused on preparing fighter pilots, particularly for the F-35 and F-16 aircraft.
  • C. Marine Corps Air Station Miramar
    Marine Corps Air Station Miramar is a major United States Marine Corps aviation base in San Diego, California, best known as the former home of the Navy Fighter Weapons School made famous by the film "Top Gun."
  • D. Davis-Monthan Air Force Base
    Davis-Monthan Air Force Base is a major United States Air Force installation in Tucson, Arizona, best known for hosting the 309th Aerospace Maintenance and Regeneration Group, the military’s primary aircraft storage and “boneyard” facility.
  • E. McCoy Air Force Base
    McCoy Air Force Base was a former U.S. Air Force installation in Orlando, Florida, that later became the site of Orlando International Airport.
  • 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_69a886151508819084fa7f1ce6e05577 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6296655c8190835ec0d20f7460ca completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad7992792081909af4312ae8a448a2 completed March 8, 2026, 1:28 p.m.
NEDg Description generation batch_69ad7ab4aca48190936384bfa1cdeccf completed March 8, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69ad7b34c3248190bb93769e55df7189 completed March 8, 2026, 1:35 p.m.
Created at: March 4, 2026, 7:29 p.m.