Triple

T1342910

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army Intelligence Center of Excellence	`E28504`	entity
Predicate	hasAbbreviation	`P43`	FINISHED
Object	USAICoE USAICoE is the U.S. Army’s primary training and doctrine center for military intelligence, responsible for developing intelligence professionals, concepts, and capabilities.	`E157095`	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: USAICoE | Statement: [U.S. Army Intelligence Center of Excellence, hasAbbreviation, USAICoE]

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

Target entity: USAICoE
Context triple: [U.S. Army Intelligence Center of Excellence, hasAbbreviation, USAICoE]

A. Marine Corps Warfighting Laboratory
The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.
B. USASMDC Future Warfare Center
The USASMDC Future Warfare Center is a U.S. Army organization focused on developing, testing, and integrating future space and missile defense concepts, capabilities, and doctrine.
C. Marine Corps University
Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
D. U.S. Army Mission Command Center of Excellence
The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
E. Center for Army Lessons Learned
The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
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: USAICoE
Triple: [U.S. Army Intelligence Center of Excellence, hasAbbreviation, USAICoE]

Generated description

USAICoE is the U.S. Army’s primary training and doctrine center for military intelligence, responsible for developing intelligence professionals, concepts, and capabilities.

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

Target entity: USAICoE
Target entity description: USAICoE is the U.S. Army’s primary training and doctrine center for military intelligence, responsible for developing intelligence professionals, concepts, and capabilities.

A. Marine Corps Warfighting Laboratory
The Marine Corps Warfighting Laboratory is a U.S. Marine Corps organization that experiments with and develops new concepts, technologies, and tactics to enhance future warfighting capabilities.
B. USASMDC Future Warfare Center
The USASMDC Future Warfare Center is a U.S. Army organization focused on developing, testing, and integrating future space and missile defense concepts, capabilities, and doctrine.
C. Marine Corps University
Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
D. U.S. Army Mission Command Center of Excellence
The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
E. Center for Army Lessons Learned
The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
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_69a49854eb3481908c7d56b2e449a290`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c2174d048190a6e9380df302265f`	completed	March 1, 2026, 10:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acce68225081909d995cd7ae5f2224`	completed	March 8, 2026, 1:18 a.m.
NEDg	Description generation	`batch_69acd25243448190b147b9eb9293f925`	completed	March 8, 2026, 1:35 a.m.
NED2	Entity disambiguation (via description)	`batch_69acd2c474908190a9e9b74addcb1c9a`	completed	March 8, 2026, 1:37 a.m.

Created at: March 1, 2026, 7:56 p.m.