Triple

T600376

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air University	`E11478`	entity
Predicate	hasPart	`P35`	FINISHED
Object	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.	`E75314`	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: International Officer School | Statement: [Air University, hasPart, International Officer School]

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

Target entity: International Officer School
Context triple: [Air University, hasPart, International Officer School]

A. Officer Candidates School
Officer Candidates School is the United States Marine Corps’ primary training and evaluation program for screening and preparing prospective Marine officers.
B. U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
C. U.S. Army Infantry School
The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
D. 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.
E. 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.
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: International Officer School
Triple: [Air University, hasPart, International Officer School]

Generated description

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.

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

Target entity: International Officer School
Target entity description: 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.

A. Officer Candidates School
Officer Candidates School is the United States Marine Corps’ primary training and evaluation program for screening and preparing prospective Marine officers.
B. U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
C. U.S. Army Infantry School
The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
D. 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.
E. 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.
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_69a4932779b881908688590d59c71900`	completed	March 1, 2026, 7:27 p.m.
NER	Named-entity recognition	`batch_69a49d7a2180819086c7e9465a2d7432`	completed	March 1, 2026, 8:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a521704f3081909c1dbb3b030e79ec`	completed	March 2, 2026, 5:34 a.m.
NEDg	Description generation	`batch_69a521e8eb7c819084a5485b4f71bb93`	completed	March 2, 2026, 5:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69a5226144f881908e0d1add6be6e156`	completed	March 2, 2026, 5:38 a.m.

Created at: March 1, 2026, 7:35 p.m.