Triple

T1378484

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army Fires Center of Excellence	`E29280`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	United States Army Air Defense Artillery School The United States Army Air Defense Artillery School is the Army’s primary training and doctrine institution for air and missile defense soldiers and leaders.	`E162564`	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 Air Defense Artillery School | Statement: [U.S. Army Fires Center of Excellence, hasComponent, United States Army Air Defense Artillery School]

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

Target entity: United States Army Air Defense Artillery School
Context triple: [U.S. Army Fires Center of Excellence, hasComponent, United States Army Air Defense Artillery School]

A. United States Army Field Artillery School
The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
B. Army Space and Missile Defense School
The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
C. United States Army Armor School
The United States Army Armor School is the Army’s primary training and doctrine institution for armored and cavalry forces, responsible for developing tank and reconnaissance leaders, tactics, and capabilities.
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 Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
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 Air Defense Artillery School
Triple: [U.S. Army Fires Center of Excellence, hasComponent, United States Army Air Defense Artillery School]

Generated description

The United States Army Air Defense Artillery School is the Army’s primary training and doctrine institution for air and missile defense soldiers and leaders.

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

Target entity: United States Army Air Defense Artillery School
Target entity description: The United States Army Air Defense Artillery School is the Army’s primary training and doctrine institution for air and missile defense soldiers and leaders.

A. United States Army Field Artillery School
The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
B. Army Space and Missile Defense School
The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
C. United States Army Armor School
The United States Army Armor School is the Army’s primary training and doctrine institution for armored and cavalry forces, responsible for developing tank and reconnaissance leaders, tactics, and capabilities.
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 Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
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_69a498d883a48190bfdca525296ef7ee`	completed	March 1, 2026, 7:51 p.m.
NER	Named-entity recognition	`batch_69a4c3173548819082aec7c1af9c577c`	completed	March 1, 2026, 10:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ace56940408190aeba5a342ae3ab17`	completed	March 8, 2026, 2:56 a.m.
NEDg	Description generation	`batch_69ace5fb515081908acadef0303b8f6e`	completed	March 8, 2026, 2:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69ace9ba4b3481908d03636d8f72d04c`	completed	March 8, 2026, 3:15 a.m.

Created at: March 1, 2026, 7:59 p.m.