Triple

T3776083

Position	Surface form	Disambiguated ID	Type / Status
Subject	Turkish Air Force	`E83310`	entity
Predicate	trainingInstitution	`P2858`	FINISHED
Object	Air NCO Higher Vocational School Air NCO Higher Vocational School is a Turkish military educational institution that provides professional and technical training for non-commissioned officer candidates of the Turkish Air Force.	`E386509`	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: Air NCO Higher Vocational School | Statement: [Turkish Air Force, trainingInstitution, Air NCO Higher Vocational School]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Air NCO Higher Vocational School
Context triple: [Turkish Air Force, trainingInstitution, Air NCO Higher Vocational School]

A. Escuela de Aviación Militar
Escuela de Aviación Militar is the main academy of the Argentine Air Force responsible for educating and training its future military pilots and officers.
B. Noncommissioned Officer Academy
The Noncommissioned Officer Academy is a professional military education institution that develops and prepares enlisted leaders for increased supervisory and leadership responsibilities.
C. Air Force Technical College
Air Force Technical College is a premier Indian Air Force institution that trains and commissions technical officers and personnel in aeronautical engineering and related technologies.
D. Air Force Senior Noncommissioned Officer Academy
The Air Force Senior Noncommissioned Officer Academy is the U.S. Air Force’s premier professional military education institution for developing senior enlisted leaders in advanced leadership, management, and warfighting skills.
E. Community College of the Air Force
The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
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: Air NCO Higher Vocational School
Triple: [Turkish Air Force, trainingInstitution, Air NCO Higher Vocational School]

Generated description

Air NCO Higher Vocational School is a Turkish military educational institution that provides professional and technical training for non-commissioned officer candidates of the Turkish Air Force.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Air NCO Higher Vocational School
Target entity description: Air NCO Higher Vocational School is a Turkish military educational institution that provides professional and technical training for non-commissioned officer candidates of the Turkish Air Force.

A. Escuela de Aviación Militar
Escuela de Aviación Militar is the main academy of the Argentine Air Force responsible for educating and training its future military pilots and officers.
B. Noncommissioned Officer Academy
The Noncommissioned Officer Academy is a professional military education institution that develops and prepares enlisted leaders for increased supervisory and leadership responsibilities.
C. Air Force Technical College
Air Force Technical College is a premier Indian Air Force institution that trains and commissions technical officers and personnel in aeronautical engineering and related technologies.
D. Air Force Senior Noncommissioned Officer Academy
The Air Force Senior Noncommissioned Officer Academy is the U.S. Air Force’s premier professional military education institution for developing senior enlisted leaders in advanced leadership, management, and warfighting skills.
E. Community College of the Air Force
The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
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_69ad8b235e608190b5a2b1d1bfcef50b`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcc5be3c48190a72e840d8214bb74`	completed	March 8, 2026, 7:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4e53209888190823412fabacbc914`	completed	March 14, 2026, 4:33 a.m.
NEDg	Description generation	`batch_69b4e60c23608190977198b6344ff09d`	completed	March 14, 2026, 4:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4e686bf2c8190aac01d6c1014c1d4`	completed	March 14, 2026, 4:39 a.m.

Created at: March 8, 2026, 3:36 p.m.