Triple

T21591935

Position	Surface form	Disambiguated ID	Type / Status
Subject	Master Leader Course	`E532802`	entity
Predicate	partOf	`P40`	FINISHED
Object	NCO Professional Development System The NCO Professional Development System is the U.S. Army’s structured career-long education and training framework that develops noncommissioned officers’ leadership, technical, and professional competencies at each rank.	`E1492098`	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 Professional Development System | Statement: [Master Leader Course, partOf, NCO Professional Development System]

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

Target entity: NCO Professional Development System
Context triple: [Master Leader Course, partOf, NCO Professional Development System]

A. NCO Leadership Center of Excellence
The NCO Leadership Center of Excellence is the U.S. Army’s premier institution for developing and educating noncommissioned officers in leadership and professional military skills.
B. 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.
C. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
D. Commandants Pre-Command Course for NCOs
Commandants Pre-Command Course for NCOs is a professional military education program that prepares senior noncommissioned officers to assume commandant and key leadership roles within the NCO education system.
E. NCO
NCO (Non-Commissioned Officer) is a military enlisted leader who holds authority and supervisory responsibilities over lower-ranking personnel, typically serving as the backbone of day-to-day operations and 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: NCO Professional Development System
Triple: [Master Leader Course, partOf, NCO Professional Development System]

Generated description

The NCO Professional Development System is the U.S. Army’s structured career-long education and training framework that develops noncommissioned officers’ leadership, technical, and professional competencies at each rank.

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

Target entity: NCO Professional Development System
Target entity description: The NCO Professional Development System is the U.S. Army’s structured career-long education and training framework that develops noncommissioned officers’ leadership, technical, and professional competencies at each rank.

A. NCO Leadership Center of Excellence
The NCO Leadership Center of Excellence is the U.S. Army’s premier institution for developing and educating noncommissioned officers in leadership and professional military skills.
B. 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.
C. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
D. Commandants Pre-Command Course for NCOs
Commandants Pre-Command Course for NCOs is a professional military education program that prepares senior noncommissioned officers to assume commandant and key leadership roles within the NCO education system.
E. NCO
NCO (Non-Commissioned Officer) is a military enlisted leader who holds authority and supervisory responsibilities over lower-ranking personnel, typically serving as the backbone of day-to-day operations and 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_69e0c46251648190876f0427cf2d321b`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69eefadeb56c8190bce79efadf3c644d`	completed	April 27, 2026, 5:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09f681f8a08190965cf2c3b12eb134`	completed	May 17, 2026, 5:10 p.m.
NEDg	Description generation	`batch_6a09f85e21948190a6563d309c349f78`	completed	May 17, 2026, 5:18 p.m.
NED2	Entity disambiguation (via description)	`batch_6a09f8d30ff08190b3bc6c45f7b5257b`	completed	May 17, 2026, 5:20 p.m.

Created at: April 16, 2026, 6:32 p.m.