Triple

T1378538
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Aviation Center of Excellence E29281 entity
Predicate role P268 FINISHED
Object aviation training and doctrine center
The aviation training and doctrine center is the U.S. Army’s primary institution responsible for developing, educating, and training Army aviation forces and shaping their operational doctrine.
E158849 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: aviation training and doctrine center | Statement: [U.S. Army Aviation Center of Excellence, role, aviation training and doctrine center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: aviation training and doctrine center
Context triple: [U.S. Army Aviation Center of Excellence, role, aviation training and doctrine center]
  • A. Air Education and Training Command
    Air Education and Training Command is a major U.S. Air Force command responsible for recruiting, training, and educating airmen and guardians from initial entry through advanced professional development.
  • B. air force training command
    The Air Force Training Command is the branch of the French Air and Space Force responsible for educating, training, and preparing its air personnel and officers.
  • C. Army Air Forces Training Command
    The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
  • D. United States Air Force Weapons School
    The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
  • E. U.S. Army Aviation Logistics School
    The U.S. Army Aviation Logistics School is a military training institution that educates and trains soldiers in the maintenance, supply, and logistical support of Army aviation assets.
  • 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: aviation training and doctrine center
Triple: [U.S. Army Aviation Center of Excellence, role, aviation training and doctrine center]
Generated description
The aviation training and doctrine center is the U.S. Army’s primary institution responsible for developing, educating, and training Army aviation forces and shaping their operational doctrine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: aviation training and doctrine center
Target entity description: The aviation training and doctrine center is the U.S. Army’s primary institution responsible for developing, educating, and training Army aviation forces and shaping their operational doctrine.
  • A. Air Education and Training Command
    Air Education and Training Command is a major U.S. Air Force command responsible for recruiting, training, and educating airmen and guardians from initial entry through advanced professional development.
  • B. air force training command
    The Air Force Training Command is the branch of the French Air and Space Force responsible for educating, training, and preparing its air personnel and officers.
  • C. Army Air Forces Training Command
    The Army Air Forces Training Command was the World War II-era organization responsible for overseeing and conducting the training of United States Army Air Forces personnel, including pilots, aircrews, and ground support staff.
  • D. United States Air Force Weapons School
    The United States Air Force Weapons School is an elite USAF training institution that develops advanced tactics and provides graduate-level instruction to produce expert instructors and leaders in air, space, and cyber warfare.
  • E. U.S. Army Aviation Logistics School
    The U.S. Army Aviation Logistics School is a military training institution that educates and trains soldiers in the maintenance, supply, and logistical support of Army aviation assets.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c3173548819082aec7c1af9c577c completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd488698481909411c004aadfcaec completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd625592481908c688802ce8381ee completed March 8, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69acd6daf83881909cf5a4105ebf14a5 completed March 8, 2026, 1:54 a.m.
Created at: March 1, 2026, 7:59 p.m.