Triple

T7039085

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of North Carolina at Greensboro	`E163460`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	Bryan School of Business and Economics The Bryan School of Business and Economics is the business school of the University of North Carolina at Greensboro, offering undergraduate and graduate programs in business, economics, and related fields.	`E636633`	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: Bryan School of Business and Economics | Statement: [University of North Carolina at Greensboro, hasSchool, Bryan School of Business and Economics]

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

Target entity: Bryan School of Business and Economics
Context triple: [University of North Carolina at Greensboro, hasSchool, Bryan School of Business and Economics]

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Strome College of Business
Strome College of Business is the business school of Old Dominion University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Sorrell College of Business
Sorrell College of Business is the business school of Troy University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Trulaske College of Business
Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas 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: Bryan School of Business and Economics
Triple: [University of North Carolina at Greensboro, hasSchool, Bryan School of Business and Economics]

Generated description

The Bryan School of Business and Economics is the business school of the University of North Carolina at Greensboro, offering undergraduate and graduate programs in business, economics, and related fields.

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

Target entity: Bryan School of Business and Economics
Target entity description: The Bryan School of Business and Economics is the business school of the University of North Carolina at Greensboro, offering undergraduate and graduate programs in business, economics, and related fields.

A. Quinlan School of Business
Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
B. Strome College of Business
Strome College of Business is the business school of Old Dominion University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
C. Sorrell College of Business
Sorrell College of Business is the business school of Troy University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
D. Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E. Trulaske College of Business
Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas 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_69c6885e7c1c8190be32a8f79ab4e0cf`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6e22426508190ad7a17d14a086a3e`	completed	March 27, 2026, 8:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c775ac21888190a1adcf86b49b345f`	completed	March 28, 2026, 6:31 a.m.
NEDg	Description generation	`batch_69c777f9b41881909566511e97725fde`	completed	March 28, 2026, 6:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69c778717e888190a0b2a5914d13cb71`	completed	March 28, 2026, 6:42 a.m.

Created at: March 27, 2026, 2:36 p.m.