Triple

T5457596

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Air Force Weapons School	`E122516`	entity
Predicate	notableCourse	`P64158`	FINISHED
Object	Cyber Warfare Weapons Instructor Course The Cyber Warfare Weapons Instructor Course is an advanced United States Air Force program that trains expert officers to plan, execute, and integrate offensive and defensive cyber operations in support of joint combat missions.	`E521281`	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: Cyber Warfare Weapons Instructor Course | Statement: [United States Air Force Weapons School, notableCourse, Cyber Warfare Weapons Instructor Course]

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

Target entity: Cyber Warfare Weapons Instructor Course
Context triple: [United States Air Force Weapons School, notableCourse, Cyber Warfare Weapons Instructor Course]

A. 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.
B. Center for Information Warfare Training
The Center for Information Warfare Training is a U.S. Navy institution responsible for educating and preparing sailors in areas such as cyber operations, intelligence, electronic warfare, and information technology to support modern naval warfare.
C. Offensive Security
Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
D. Cyberforsvaret
Cyberforsvaret is Norway’s military branch responsible for defending national defence networks and conducting cyber operations.
E. N2/N6 Information Warfare
N2/N6 Information Warfare is a major division within the U.S. Navy responsible for overseeing information warfare, intelligence, cyber operations, and related capabilities at the headquarters level.
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: Cyber Warfare Weapons Instructor Course
Triple: [United States Air Force Weapons School, notableCourse, Cyber Warfare Weapons Instructor Course]

Generated description

The Cyber Warfare Weapons Instructor Course is an advanced United States Air Force program that trains expert officers to plan, execute, and integrate offensive and defensive cyber operations in support of joint combat missions.

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

Target entity: Cyber Warfare Weapons Instructor Course
Target entity description: The Cyber Warfare Weapons Instructor Course is an advanced United States Air Force program that trains expert officers to plan, execute, and integrate offensive and defensive cyber operations in support of joint combat missions.

A. 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.
B. Center for Information Warfare Training
The Center for Information Warfare Training is a U.S. Navy institution responsible for educating and preparing sailors in areas such as cyber operations, intelligence, electronic warfare, and information technology to support modern naval warfare.
C. Offensive Security
Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
D. Cyberforsvaret
Cyberforsvaret is Norway’s military branch responsible for defending national defence networks and conducting cyber operations.
E. N2/N6 Information Warfare
N2/N6 Information Warfare is a major division within the U.S. Navy responsible for overseeing information warfare, intelligence, cyber operations, and related capabilities at the headquarters level.
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_69bd46424248819085282ddf50a565f3`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd964583008190bf7b94f656e4ecf2`	completed	March 20, 2026, 6:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf41465c3c8190a58350f39d626e54`	completed	March 22, 2026, 1:09 a.m.
NEDg	Description generation	`batch_69bf41efb7748190acefa796eb4e4bed`	completed	March 22, 2026, 1:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69bf42654a108190b271f78616eea25a`	completed	March 22, 2026, 1:14 a.m.

Created at: March 20, 2026, 2:08 p.m.