Triple

T3580895

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps University	`E75795`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	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.	`E371048`	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: Expeditionary Warfare School | Statement: [Marine Corps University, offersProgram, Expeditionary Warfare School]

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

Target entity: Expeditionary Warfare School
Context triple: [Marine Corps University, offersProgram, Expeditionary Warfare School]

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. 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. 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.
D. U.S. Army Infantry School
The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
E. School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
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: Expeditionary Warfare School
Triple: [Marine Corps University, offersProgram, Expeditionary Warfare School]

Generated description

Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.

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

Target entity: Expeditionary Warfare School
Target entity description: Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.

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. 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. 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.
D. U.S. Army Infantry School
The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
E. School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
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.