Triple

T3878175

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of North Texas	`E92554`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	G. Brint Ryan College of Business G. Brint Ryan College of Business is the business school of the University of North Texas, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.	`E395591`	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: G. Brint Ryan College of Business | Statement: [University of North Texas, hasAcademicDivision, G. Brint Ryan College of Business]

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

Target entity: G. Brint Ryan College of Business
Context triple: [University of North Texas, hasAcademicDivision, G. Brint Ryan College of Business]

A. Walter E. Heller College of Business
Walter E. Heller College of Business is the business school of Roosevelt University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. Alfred Lerner College of Business and Economics
Alfred Lerner College of Business and Economics is the University of Delaware’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, economics, and management.
C. E. J. Ourso College of Business
E. J. Ourso College of Business is the business school of Louisiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
D. Rohrer College of Business
Rohrer College of Business is the business school of Rowan University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Scott College of Business
Scott College of Business is the business school of Indiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
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: G. Brint Ryan College of Business
Triple: [University of North Texas, hasAcademicDivision, G. Brint Ryan College of Business]

Generated description

G. Brint Ryan College of Business is the business school of the University of North Texas, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

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

Target entity: G. Brint Ryan College of Business
Target entity description: G. Brint Ryan College of Business is the business school of the University of North Texas, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

A. Walter E. Heller College of Business
Walter E. Heller College of Business is the business school of Roosevelt University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
B. Alfred Lerner College of Business and Economics
Alfred Lerner College of Business and Economics is the University of Delaware’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, economics, and management.
C. E. J. Ourso College of Business
E. J. Ourso College of Business is the business school of Louisiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
D. Rohrer College of Business
Rohrer College of Business is the business school of Rowan University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Scott College of Business
Scott College of Business is the business school of Indiana State University, offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing.
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_69aed967448c819086c4b358d37b25aa`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeec72fa7c81909c73b3cf90597e9a`	completed	March 9, 2026, 3:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b51253da2081908689f06975fb4db1`	completed	March 14, 2026, 7:46 a.m.
NEDg	Description generation	`batch_69b5132715888190bc5ba6182965e813`	completed	March 14, 2026, 7:49 a.m.
NED2	Entity disambiguation (via description)	`batch_69b513b11dcc8190a2c2e3f27b4cf25e`	completed	March 14, 2026, 7:52 a.m.

Created at: March 9, 2026, 3:20 p.m.