Triple

T5457592

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Air Force Weapons School	`E122516`	entity
Predicate	notableCourse	`P64158`	FINISHED
Object	B-52 Weapons Instructor Course The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.	`E524064`	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: B-52 Weapons Instructor Course | Statement: [United States Air Force Weapons School, notableCourse, B-52 Weapons Instructor Course]

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

Target entity: B-52 Weapons Instructor Course
Context triple: [United States Air Force Weapons School, notableCourse, B-52 Weapons Instructor Course]

A. Airborne School
Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
B. Intelligence Weapons Instructor Course
The Intelligence Weapons Instructor Course is an elite United States Air Force program that trains intelligence professionals to become expert tacticians and instructors in advanced air, space, and cyber operations.
C. Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
D. Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
E. Warrant Officer Basic Course
The Warrant Officer Basic Course is a United States Marine Corps training program that prepares newly commissioned warrant officers in leadership, tactics, and the fundamentals of their military occupational specialties.
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: B-52 Weapons Instructor Course
Triple: [United States Air Force Weapons School, notableCourse, B-52 Weapons Instructor Course]

Generated description

The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.

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

Target entity: B-52 Weapons Instructor Course
Target entity description: The B-52 Weapons Instructor Course is an elite United States Air Force program that trains expert B-52 bomber aircrew in advanced tactics, weapons employment, and mission planning.

A. Airborne School
Airborne School is a U.S. Army training program that teaches military personnel the skills and techniques required for parachute insertion into combat and other operational environments.
B. Intelligence Weapons Instructor Course
The Intelligence Weapons Instructor Course is an elite United States Air Force program that trains intelligence professionals to become expert tacticians and instructors in advanced air, space, and cyber operations.
C. Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
D. Airman Leadership School
Airman Leadership School is a United States Air Force professional military education program that prepares junior enlisted airmen for supervisory and leadership roles.
E. Warrant Officer Basic Course
The Warrant Officer Basic Course is a United States Marine Corps training program that prepares newly commissioned warrant officers in leadership, tactics, and the fundamentals of their military occupational specialties.
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_69bf6c63cb6481908ea46a836a3804fe`	completed	March 22, 2026, 4:13 a.m.
NEDg	Description generation	`batch_69bf6e81519c81909fae4da630af58b5`	completed	March 22, 2026, 4:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69bf6edb3d78819083912d4ebe691eff`	completed	March 22, 2026, 4:23 a.m.

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