Triple

T706687

Position	Surface form	Disambiguated ID	Type / Status
Subject	Daytona Beach	`E14114`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Embry–Riddle Aeronautical University Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.	`E84224`	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: Embry–Riddle Aeronautical University | Statement: [Daytona Beach, hasUniversity, Embry–Riddle Aeronautical University]

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

Target entity: Embry–Riddle Aeronautical University
Context triple: [Daytona Beach, hasUniversity, Embry–Riddle Aeronautical University]

A. Community College of the Air Force
The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
B. 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.
C. United States Air Force Test Pilot School
The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
D. Arizona State University
Arizona State University is a large public research university in Tempe, Arizona, known for its extensive academic programs, innovation initiatives, and significant presence in NCAA Division I athletics.
E. University of Tulsa
The University of Tulsa is a private research university in Tulsa, Oklahoma, known for its strong programs in petroleum engineering, law, and the arts and sciences.
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: Embry–Riddle Aeronautical University
Triple: [Daytona Beach, hasUniversity, Embry–Riddle Aeronautical University]

Generated description

Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.

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

Target entity: Embry–Riddle Aeronautical University
Target entity description: Embry–Riddle Aeronautical University is a specialized private university renowned for its aviation and aerospace programs and research.

A. Community College of the Air Force
The Community College of the Air Force is an accredited institution that provides enlisted U.S. Air Force and Space Force personnel with associate degrees and professional military education aligned with their technical training.
B. 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.
C. United States Air Force Test Pilot School
The United States Air Force Test Pilot School is the Air Force’s premier institution for training experimental test pilots, combat systems officers, and flight test engineers in the planning, execution, and reporting of flight test and evaluation of aerospace systems.
D. Arizona State University
Arizona State University is a large public research university in Tempe, Arizona, known for its extensive academic programs, innovation initiatives, and significant presence in NCAA Division I athletics.
E. University of Tulsa
The University of Tulsa is a private research university in Tulsa, Oklahoma, known for its strong programs in petroleum engineering, law, and the arts and sciences.
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_69a493494ec48190ae6751683625a9ba`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a54607f08190b3ee4805f2ea4b2f`	completed	March 1, 2026, 8:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a5dcb1795c8190a178e14509b8b271`	completed	March 2, 2026, 6:53 p.m.
NEDg	Description generation	`batch_69a5de4387f081909fc3f7c7db03a375`	completed	March 2, 2026, 7 p.m.
NED2	Entity disambiguation (via description)	`batch_69a5ff6bcbd8819089f7a303a6a491a8`	completed	March 2, 2026, 9:21 p.m.

Created at: March 1, 2026, 7:36 p.m.