Triple

T3580893

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps University	`E75795`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	Command and Staff College Command and Staff College is a professional military education institution of the U.S. Marine Corps that prepares mid-career officers for higher command and staff responsibilities.	`E371047`	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: Command and Staff College | Statement: [Marine Corps University, offersProgram, Command and Staff College]

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

Target entity: Command and Staff College
Context triple: [Marine Corps University, offersProgram, Command and Staff College]

A. 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.
B. 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.
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. Noncommissioned Officer Academy
The Noncommissioned Officer Academy is a professional military education institution that develops and prepares enlisted leaders for increased supervisory and leadership responsibilities.
E. 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.
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: Command and Staff College
Triple: [Marine Corps University, offersProgram, Command and Staff College]

Generated description

Command and Staff College is a professional military education institution of the U.S. Marine Corps that prepares mid-career officers for higher command and staff responsibilities.

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

Target entity: Command and Staff College
Target entity description: Command and Staff College is a professional military education institution of the U.S. Marine Corps that prepares mid-career officers for higher command and staff responsibilities.

A. 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.
B. 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.
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. Noncommissioned Officer Academy
The Noncommissioned Officer Academy is a professional military education institution that develops and prepares enlisted leaders for increased supervisory and leadership responsibilities.
E. 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.
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_69ad85d6dc3c8190b491b79b83e25461`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc101738c81908d38987f8fa291ef`	completed	March 8, 2026, 6:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b402f36b2481909d4716e72a696e0d`	completed	March 13, 2026, 12:28 p.m.
NEDg	Description generation	`batch_69b403b9e7ac8190917e7313279b1c46`	completed	March 13, 2026, 12:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69b4086f6da4819084778dffa33ef116`	completed	March 13, 2026, 12:51 p.m.

Created at: March 8, 2026, 3:21 p.m.