Triple

T5528914

Position	Surface form	Disambiguated ID	Type / Status
Subject	Senior Leader Course for infantry NCOs	`E144996`	entity
Predicate	componentOf	`P35`	FINISHED
Object	NCO Professional Military Education NCO Professional Military Education is the U.S. Army’s structured system of progressive leadership and technical training courses that develop noncommissioned officers’ skills, responsibilities, and readiness throughout their careers.	`E411135`	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 Military Education | Statement: [Senior Leader Course for infantry NCOs, componentOf, NCO Professional Military Education]

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

Target entity: NCO Professional Military Education
Context triple: [Senior Leader Course for infantry NCOs, componentOf, NCO Professional Military Education]

A. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
B. Military Education Command
The Military Education Command is the branch of the Armed Forces of El Salvador responsible for training, educating, and professionally developing military personnel.
C. USASMA
USASMA is the United States Army’s premier institution for educating and developing senior noncommissioned officers, particularly sergeants major.
D. Center for the Army Profession and Leadership
The Center for the Army Profession and Leadership is a U.S. Army organization dedicated to developing professional military ethics, leadership doctrine, and leader development programs across the force.
E. Expeditionary Warfare School
Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.
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 Military Education
Triple: [Senior Leader Course for infantry NCOs, componentOf, NCO Professional Military Education]

Generated description

NCO Professional Military Education is the U.S. Army’s structured system of progressive leadership and technical training courses that develop noncommissioned officers’ skills, responsibilities, and readiness throughout their careers.

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

Target entity: NCO Professional Military Education
Target entity description: NCO Professional Military Education is the U.S. Army’s structured system of progressive leadership and technical training courses that develop noncommissioned officers’ skills, responsibilities, and readiness throughout their careers.

A. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
B. Military Education Command
The Military Education Command is the branch of the Armed Forces of El Salvador responsible for training, educating, and professionally developing military personnel.
C. USASMA chosen
USASMA is the United States Army’s premier institution for educating and developing senior noncommissioned officers, particularly sergeants major.
D. Center for the Army Profession and Leadership
The Center for the Army Profession and Leadership is a U.S. Army organization dedicated to developing professional military ethics, leadership doctrine, and leader development programs across the force.
E. Expeditionary Warfare School
Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.
F. None of above.

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_69c008f9955881909bfa8348b56b4739`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c01f8b6c348190b7d414dc1907d09a`	completed	March 22, 2026, 4:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c02801cbf881909da344a057520f32`	completed	March 22, 2026, 5:33 p.m.
NEDg	Description generation	`batch_69c0376eea3c8190af11dbb0030cc57d`	completed	March 22, 2026, 6:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69c0384f8ce481908e7f82edf6c17323`	completed	March 22, 2026, 6:43 p.m.

Created at: March 22, 2026, 3:34 p.m.