Triple

T1951017

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army John F. Kennedy Special Warfare Center and School	`E42155`	entity
Predicate	offersCourse	`P178`	FINISHED
Object	Special Forces Qualification Course The Special Forces Qualification Course is the rigorous training and assessment program that prepares and certifies U.S. Army soldiers to become Green Berets in the Special Forces.	`E42155`	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: Special Forces Qualification Course | Statement: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Special Forces Qualification Course]

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

Target entity: Special Forces Qualification Course
Context triple: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Special Forces Qualification Course]

A. U.S. Army Ranger School
U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
B. Joint Special Operations University
Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
C. U.S. Army John F. Kennedy Special Warfare Center and School
The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
D. 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.
E. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
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: Special Forces Qualification Course
Triple: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Special Forces Qualification Course]

Generated description

The Special Forces Qualification Course is the rigorous training and assessment program that prepares and certifies U.S. Army soldiers to become Green Berets in the Special Forces.

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

Target entity: Special Forces Qualification Course
Target entity description: The Special Forces Qualification Course is the rigorous training and assessment program that prepares and certifies U.S. Army soldiers to become Green Berets in the Special Forces.

A. U.S. Army Ranger School
U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
B. Joint Special Operations University
Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
C. U.S. Army John F. Kennedy Special Warfare Center and School chosen
The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
D. 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.
E. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
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_69a8870e08fc8190a319cbf2600db15f`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb34d94fc8190a5bf1e582c77c725`	completed	March 7, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adfbc3cf6881909d42a04be18c3c73`	completed	March 8, 2026, 10:44 p.m.
NEDg	Description generation	`batch_69adfcd009d88190ba7f380aa1c82300`	completed	March 8, 2026, 10:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69adfd946b6081908ab6358d0f237a58`	completed	March 8, 2026, 10:52 p.m.

Created at: March 4, 2026, 7:36 p.m.