Triple

T600373

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air University	`E11478`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Air Force Institute of Technology The Air Force Institute of Technology is a graduate-level institution of higher education and research that provides advanced engineering, science, and management education primarily for U.S. Air Force and Department of Defense personnel.	`E77380`	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: Air Force Institute of Technology | Statement: [Air University, hasPart, Air Force Institute of Technology]

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

Target entity: Air Force Institute of Technology
Context triple: [Air University, hasPart, Air Force Institute of Technology]

A. School of Advanced Air and Space Studies
The School of Advanced Air and Space Studies is a U.S. Air Force graduate-level institution that provides advanced education in air, space, and cyberspace power strategy for mid-career military officers and select civilians.
B. Air University
Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
C. Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
D. Air Force Academy
The Air Force Academy is the primary training and educational institution responsible for preparing officers and personnel for service in the Finnish Air Force.
E. United States Air Force Academy
The United States Air Force Academy is a federal service academy in Colorado that educates and commissions officers for the U.S. Air Force and U.S. Space Force through a rigorous academic, military, and athletic program.
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: Air Force Institute of Technology
Triple: [Air University, hasPart, Air Force Institute of Technology]

Generated description

The Air Force Institute of Technology is a graduate-level institution of higher education and research that provides advanced engineering, science, and management education primarily for U.S. Air Force and Department of Defense personnel.

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

Target entity: Air Force Institute of Technology
Target entity description: The Air Force Institute of Technology is a graduate-level institution of higher education and research that provides advanced engineering, science, and management education primarily for U.S. Air Force and Department of Defense personnel.

A. School of Advanced Air and Space Studies
The School of Advanced Air and Space Studies is a U.S. Air Force graduate-level institution that provides advanced education in air, space, and cyberspace power strategy for mid-career military officers and select civilians.
B. Air University
Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
C. Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
D. Air Force Academy
The Air Force Academy is the primary training and educational institution responsible for preparing officers and personnel for service in the Finnish Air Force.
E. United States Air Force Academy
The United States Air Force Academy is a federal service academy in Colorado that educates and commissions officers for the U.S. Air Force and U.S. Space Force through a rigorous academic, military, and athletic program.
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_69a55a734f6c8190a141dafc03dd2e77`	completed	March 2, 2026, 9:37 a.m.
NEDg	Description generation	`batch_69a55b3c0d008190bb5fca8cb4aa6df5`	completed	March 2, 2026, 9:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69a55b8812648190b4b35f630f0003a0`	completed	March 2, 2026, 9:42 a.m.

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