Triple

T13459351

Position	Surface form	Disambiguated ID	Type / Status
Subject	John W. Nicholson Jr.	`E311318`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	School of Advanced Military Studies The School of Advanced Military Studies is a U.S. Army graduate-level institution that provides advanced education in operational art, planning, and military strategy for mid-career officers and defense professionals.	`E1045361`	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: School of Advanced Military Studies | Statement: [John W. Nicholson Jr., educatedAt, School of Advanced Military Studies]

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

Target entity: School of Advanced Military Studies
Context triple: [John W. Nicholson Jr., educatedAt, School of Advanced Military Studies]

A. School of Advanced Warfighting
The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
B. Joint Services Command and Staff College
The Joint Services Command and Staff College is a British military institution that provides advanced joint command and staff training to officers from the UK armed forces and allied nations.
C. Army Command and General Staff College
The Army Command and General Staff College is a U.S. Army graduate-level institution that provides advanced professional military education and leadership training to mid-career officers and selected civilians.
D. Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
E. Canadian Army Command and Staff College
The Canadian Army Command and Staff College is a professional military education institution that trains and develops Canadian Army officers in leadership, command, and staff responsibilities.
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: School of Advanced Military Studies
Triple: [John W. Nicholson Jr., educatedAt, School of Advanced Military Studies]

Generated description

The School of Advanced Military Studies is a U.S. Army graduate-level institution that provides advanced education in operational art, planning, and military strategy for mid-career officers and defense professionals.

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

Target entity: School of Advanced Military Studies
Target entity description: The School of Advanced Military Studies is a U.S. Army graduate-level institution that provides advanced education in operational art, planning, and military strategy for mid-career officers and defense professionals.

A. School of Advanced Warfighting
The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
B. Joint Services Command and Staff College
The Joint Services Command and Staff College is a British military institution that provides advanced joint command and staff training to officers from the UK armed forces and allied nations.
C. Army Command and General Staff College
The Army Command and General Staff College is a U.S. Army graduate-level institution that provides advanced professional military education and leadership training to mid-career officers and selected civilians.
D. Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
E. Canadian Army Command and Staff College
The Canadian Army Command and Staff College is a professional military education institution that trains and develops Canadian Army officers in leadership, command, and staff responsibilities.
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_69d806a938b8819097ec43a2229fc7f9`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69dbaf0c177081909178dec61b09c278`	completed	April 12, 2026, 2:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7547d4f20819096765e125396e471`	completed	May 3, 2026, 1:58 p.m.
NEDg	Description generation	`batch_69f75702e8c481909f668b41c8606514`	completed	May 3, 2026, 2:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69f75779113c81909e1d06d79fc3d8a9`	completed	May 3, 2026, 2:11 p.m.

Created at: April 9, 2026, 9:41 p.m.