Triple

T1951018

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	Civil Affairs Qualification Course The Civil Affairs Qualification Course is a specialized U.S. Army program that trains soldiers to conduct civil-military operations, engage local populations, and support governance and stability efforts in complex environments.	`E219046`	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: Civil Affairs Qualification Course | Statement: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Civil Affairs Qualification Course]

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

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

A. International Officer School
International Officer School is a component of the U.S. Air Force’s Air University that provides professional military education and orientation programs for international military officers.
B. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
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. Training and Education Command
Training and Education Command is the U.S. Marine Corps organization responsible for developing, managing, and overseeing the training and professional education of Marines across the force.
E. Civil Affairs Team
The Civil Affairs Team is a field-based UN component that supports local governance, conflict management, and community engagement to help stabilize and strengthen peace in mission areas.
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: Civil Affairs Qualification Course
Triple: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Civil Affairs Qualification Course]

Generated description

The Civil Affairs Qualification Course is a specialized U.S. Army program that trains soldiers to conduct civil-military operations, engage local populations, and support governance and stability efforts in complex environments.

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

Target entity: Civil Affairs Qualification Course
Target entity description: The Civil Affairs Qualification Course is a specialized U.S. Army program that trains soldiers to conduct civil-military operations, engage local populations, and support governance and stability efforts in complex environments.

A. International Officer School
International Officer School is a component of the U.S. Air Force’s Air University that provides professional military education and orientation programs for international military officers.
B. Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
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. Training and Education Command
Training and Education Command is the U.S. Marine Corps organization responsible for developing, managing, and overseeing the training and professional education of Marines across the force.
E. Civil Affairs Team
The Civil Affairs Team is a field-based UN component that supports local governance, conflict management, and community engagement to help stabilize and strengthen peace in mission areas.
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_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.