Triple

T4748708

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fort Leonard Wood, Missouri	`E105424`	entity
Predicate	houses	`P1643`	FINISHED
Object	United States Army Military Police School The United States Army Military Police School is the Army’s primary training and doctrine institution responsible for educating and developing military police soldiers and leaders.	`E467850`	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: United States Army Military Police School | Statement: [Fort Leonard Wood, Missouri, houses, United States Army Military Police School]

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

Target entity: United States Army Military Police School
Context triple: [Fort Leonard Wood, Missouri, houses, United States Army Military Police School]

A. Officer Training School
Officer Training School is a United States Air Force commissioning program that trains and prepares college graduates and selected enlisted personnel to become Air Force officers.
B. U.S. Army Quartermaster School
The U.S. Army Quartermaster School is a training institution responsible for educating and developing soldiers in logistics, supply, and sustainment functions that support Army operations.
C. 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.
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. U.S. Army Transportation School
The U.S. Army Transportation School is the Army’s primary training and doctrine institution for transportation and logistics professionals, responsible for developing the skills and concepts that support military mobility and sustainment 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: United States Army Military Police School
Triple: [Fort Leonard Wood, Missouri, houses, United States Army Military Police School]

Generated description

The United States Army Military Police School is the Army’s primary training and doctrine institution responsible for educating and developing military police soldiers and leaders.

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

Target entity: United States Army Military Police School
Target entity description: The United States Army Military Police School is the Army’s primary training and doctrine institution responsible for educating and developing military police soldiers and leaders.

A. Officer Training School
Officer Training School is a United States Air Force commissioning program that trains and prepares college graduates and selected enlisted personnel to become Air Force officers.
B. U.S. Army Quartermaster School
The U.S. Army Quartermaster School is a training institution responsible for educating and developing soldiers in logistics, supply, and sustainment functions that support Army operations.
C. 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.
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. U.S. Army Transportation School
The U.S. Army Transportation School is the Army’s primary training and doctrine institution for transportation and logistics professionals, responsible for developing the skills and concepts that support military mobility and sustainment operations.
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_69bd43f07fa48190954317d01600994a`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd64c6f5ac81908a62f9c17e77ac86`	completed	March 20, 2026, 3:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be3a4e0844819098bb9abb05094a89`	completed	March 21, 2026, 6:27 a.m.
NEDg	Description generation	`batch_69be3c9f8e048190a951b26c36cb7b23`	completed	March 21, 2026, 6:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69be3d232b888190a0fd64c55a18eb48`	completed	March 21, 2026, 6:39 a.m.

Created at: March 20, 2026, 1:20 p.m.