Triple

T1303511

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army Combined Arms Center	`E27820`	entity
Predicate	hasSubOrganization	`P747`	FINISHED
Object	Army Management Staff College The Army Management Staff College is a U.S. Army educational institution that provides professional development and leadership training in management and administration for Army civilians and military personnel.	`E148792`	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: Army Management Staff College | Statement: [U.S. Army Combined Arms Center, hasSubOrganization, Army Management Staff College]

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

Target entity: Army Management Staff College
Context triple: [U.S. Army Combined Arms Center, hasSubOrganization, Army Management Staff College]

A. Command and General Staff School
The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
B. Army University
Army University is an educational institution within the U.S. Army that integrates and oversees the Army’s professional military education and training programs for soldiers and leaders.
C. Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
D. Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
E. 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.
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: Army Management Staff College
Triple: [U.S. Army Combined Arms Center, hasSubOrganization, Army Management Staff College]

Generated description

The Army Management Staff College is a U.S. Army educational institution that provides professional development and leadership training in management and administration for Army civilians and military personnel.

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

Target entity: Army Management Staff College
Target entity description: The Army Management Staff College is a U.S. Army educational institution that provides professional development and leadership training in management and administration for Army civilians and military personnel.

A. Command and General Staff School
The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
B. Army University
Army University is an educational institution within the U.S. Army that integrates and oversees the Army’s professional military education and training programs for soldiers and leaders.
C. Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
D. Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
E. 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.
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_69a496d7d83481908f83085854e51328`	completed	March 1, 2026, 7:43 p.m.
NER	Named-entity recognition	`batch_69a4c116d7d881908ee631258f80980e`	completed	March 1, 2026, 10:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acb3046a888190956f6bedb6ec589f`	completed	March 7, 2026, 11:21 p.m.
NEDg	Description generation	`batch_69acb370c7cc81908a78bb5438416db6`	completed	March 7, 2026, 11:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69acb409b4d0819081266cf3e6c09164`	completed	March 7, 2026, 11:26 p.m.

Created at: March 1, 2026, 7:51 p.m.