Triple

T3581336
Position Surface form Disambiguated ID Type / Status
Subject LeMay Center for Doctrine Development and Education E75804 entity
Predicate role P268 FINISHED
Object doctrine development center for Air University
The LeMay Center for Doctrine Development and Education is a U.S. Air Force organization that leads the creation, integration, and dissemination of airpower doctrine and education for Air University and the wider Air Force.
E370442 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: doctrine development center for Air University | Statement: [LeMay Center for Doctrine Development and Education, role, doctrine development center for Air University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: doctrine development center for Air University
Context triple: [LeMay Center for Doctrine Development and Education, role, doctrine development center for Air University]
  • A. Air University
    Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
  • B. Army Doctrine, Education and Training Development Command
    The Army Doctrine, Education and Training Development Command is the Indonesian Army’s central institution responsible for formulating military doctrine and overseeing the education and training of its personnel.
  • C. Defense Acquisition University
    Defense Acquisition University is a U.S. Department of Defense training institution that provides education and certification in defense acquisition, procurement, and program management for military and civilian personnel.
  • D. 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.
  • E. Air Force Judge Advocate General’s School
    The Air Force Judge Advocate General’s School is the U.S. Air Force’s primary institution for educating and training military lawyers and legal professionals in areas such as military justice, operational law, and ethics.
  • 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: doctrine development center for Air University
Triple: [LeMay Center for Doctrine Development and Education, role, doctrine development center for Air University]
Generated description
The LeMay Center for Doctrine Development and Education is a U.S. Air Force organization that leads the creation, integration, and dissemination of airpower doctrine and education for Air University and the wider Air Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: doctrine development center for Air University
Target entity description: The LeMay Center for Doctrine Development and Education is a U.S. Air Force organization that leads the creation, integration, and dissemination of airpower doctrine and education for Air University and the wider Air Force.
  • A. Air University
    Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
  • B. Army Doctrine, Education and Training Development Command
    The Army Doctrine, Education and Training Development Command is the Indonesian Army’s central institution responsible for formulating military doctrine and overseeing the education and training of its personnel.
  • C. Defense Acquisition University
    Defense Acquisition University is a U.S. Department of Defense training institution that provides education and certification in defense acquisition, procurement, and program management for military and civilian personnel.
  • D. 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.
  • E. Air Force Judge Advocate General’s School
    The Air Force Judge Advocate General’s School is the U.S. Air Force’s primary institution for educating and training military lawyers and legal professionals in areas such as military justice, operational law, and ethics.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc101738c81908d38987f8fa291ef completed March 8, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbc95fa881909846a6d53ba6a24e completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bcae84a48190b085f253773cd14f completed March 13, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69b3f90df47c81908855021f68ca7ec8 completed March 13, 2026, 11:46 a.m.
Created at: March 8, 2026, 3:21 p.m.