Triple

T470656

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army Cyber School	`E8546`	entity
Predicate	governingBody	`P46`	FINISHED
Object	U.S. Army Cyber Center of Excellence The U.S. Army Cyber Center of Excellence is the Army’s primary institution for developing doctrine, training, and capabilities in cyberspace operations, electronic warfare, and signal communications.	`E8546`	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: U.S. Army Cyber Center of Excellence | Statement: [U.S. Army Cyber School, governingBody, U.S. Army Cyber Center of Excellence]

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

Target entity: U.S. Army Cyber Center of Excellence
Context triple: [U.S. Army Cyber School, governingBody, U.S. Army Cyber Center of Excellence]

A. United States Army Cyber Command
United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
B. U.S. Army Cyber School
The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
C. U.S. Army Intelligence Center of Excellence
The U.S. Army Intelligence Center of Excellence is the Army’s primary institution for training, developing doctrine, and advancing capabilities in military intelligence.
D. United States Cyber Command
United States Cyber Command is a unified combatant command of the U.S. military responsible for conducting cyberspace operations and defending U.S. military networks and critical cyber infrastructure.
E. U.S. Army Cyber Corps
The U.S. Army Cyber Corps is the branch of the United States Army responsible for conducting and defending against cyberspace operations, including offensive, defensive, and information network activities.
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: U.S. Army Cyber Center of Excellence
Triple: [U.S. Army Cyber School, governingBody, U.S. Army Cyber Center of Excellence]

Generated description

The U.S. Army Cyber Center of Excellence is the Army’s primary institution for developing doctrine, training, and capabilities in cyberspace operations, electronic warfare, and signal communications.

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

Target entity: U.S. Army Cyber Center of Excellence
Target entity description: The U.S. Army Cyber Center of Excellence is the Army’s primary institution for developing doctrine, training, and capabilities in cyberspace operations, electronic warfare, and signal communications.

A. United States Army Cyber Command
United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
B. U.S. Army Cyber School chosen
The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
C. U.S. Army Intelligence Center of Excellence
The U.S. Army Intelligence Center of Excellence is the Army’s primary institution for training, developing doctrine, and advancing capabilities in military intelligence.
D. United States Cyber Command
United States Cyber Command is a unified combatant command of the U.S. military responsible for conducting cyberspace operations and defending U.S. military networks and critical cyber infrastructure.
E. U.S. Army Cyber Corps
The U.S. Army Cyber Corps is the branch of the United States Army responsible for conducting and defending against cyberspace operations, including offensive, defensive, and information network activities.
F. None of above.

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_69a2e7f3aeb48190a19453e3a043f486`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2efef8b788190857ebf66df562d59`	completed	Feb. 28, 2026, 1:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4711aeae88190924a592e4979a356`	completed	March 1, 2026, 5:02 p.m.
NEDg	Description generation	`batch_69a472f1b4988190aeb0102e11c69ac6`	completed	March 1, 2026, 5:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69a473742eac8190a48052bb14cfb7e5`	completed	March 1, 2026, 5:12 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.