Triple

T15544419

Position	Surface form	Disambiguated ID	Type / Status
Subject	Airman Leadership School	`E370564`	entity
Predicate	predecessor	`P97`	FINISHED
Object	NCO Preparatory Course The NCO Preparatory Course was a United States Air Force professional military education program designed to prepare junior enlisted personnel for noncommissioned officer responsibilities before it was replaced by Airman Leadership School.	`E1162950`	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: NCO Preparatory Course | Statement: [Airman Leadership School, predecessor, NCO Preparatory Course]

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

Target entity: NCO Preparatory Course
Context triple: [Airman Leadership School, predecessor, NCO Preparatory Course]

A. National Defence Course
The National Defence Course is a senior-level professional military education program in Pakistan that prepares high-ranking officers and civilian officials for strategic leadership and national security decision-making.
B. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
C. National Defence Academy and Naval Academy Examination
The National Defence Academy and Naval Academy Examination is a highly competitive national-level entrance test in India for selecting candidates for officer training in the Army, Navy, and Air Force.
D. Civil Services Academy
The Civil Services Academy is a premier Pakistani training institution that prepares newly recruited civil servants for careers in the country’s administrative and public service cadres.
E. 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.
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: NCO Preparatory Course
Triple: [Airman Leadership School, predecessor, NCO Preparatory Course]

Generated description

The NCO Preparatory Course was a United States Air Force professional military education program designed to prepare junior enlisted personnel for noncommissioned officer responsibilities before it was replaced by Airman Leadership School.

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

Target entity: NCO Preparatory Course
Target entity description: The NCO Preparatory Course was a United States Air Force professional military education program designed to prepare junior enlisted personnel for noncommissioned officer responsibilities before it was replaced by Airman Leadership School.

A. National Defence Course
The National Defence Course is a senior-level professional military education program in Pakistan that prepares high-ranking officers and civilian officials for strategic leadership and national security decision-making.
B. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
C. National Defence Academy and Naval Academy Examination
The National Defence Academy and Naval Academy Examination is a highly competitive national-level entrance test in India for selecting candidates for officer training in the Army, Navy, and Air Force.
D. Civil Services Academy
The Civil Services Academy is a premier Pakistani training institution that prepares newly recruited civil servants for careers in the country’s administrative and public service cadres.
E. 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.
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_69d85cc521a08190921fb50319dddc34`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e0443410408190a249889edcd9c599`	completed	April 16, 2026, 2:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff455a38188190a593c70be09d6103`	completed	May 9, 2026, 2:31 p.m.
NEDg	Description generation	`batch_69ff45dbc9dc8190b3cac64e4a418aa3`	completed	May 9, 2026, 2:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff464571808190bfe7ef3a33d246f1`	completed	May 9, 2026, 2:35 p.m.

Created at: April 10, 2026, 4:07 a.m.