Triple

T4369155

Position	Surface form	Disambiguated ID	Type / Status
Subject	Samford University	`E98851`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	Brock School of Business Brock School of Business is the business school of Samford University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.	`E432576`	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: Brock School of Business | Statement: [Samford University, hasAcademicUnit, Brock School of Business]

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

Target entity: Brock School of Business
Context triple: [Samford University, hasAcademicUnit, Brock School of Business]

A. DeGroote School of Business
DeGroote School of Business is the business school of McMaster University in Hamilton, Ontario, offering undergraduate, MBA, and specialized business programs with a focus on innovation and experiential learning.
B. Peter B. Gustavson School of Business
Peter B. Gustavson School of Business is the business school of the University of Victoria in Canada, offering undergraduate, graduate, and executive programs with a strong focus on international and experiential learning.
C. Asper School of Business
The Asper School of Business is the University of Manitoba’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, and serving as a major center for business education and research in Western Canada.
D. Sprott School of Business
Sprott School of Business is the business school of Carleton University in Ottawa, Canada, offering undergraduate, graduate, and professional programs in business and management.
E. Beedie School of Business
Beedie School of Business is the business school of Simon Fraser University in British Columbia, Canada, offering undergraduate, graduate, and executive business programs.
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: Brock School of Business
Triple: [Samford University, hasAcademicUnit, Brock School of Business]

Generated description

Brock School of Business is the business school of Samford University, 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: Brock School of Business
Target entity description: Brock School of Business is the business school of Samford University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

A. DeGroote School of Business
DeGroote School of Business is the business school of McMaster University in Hamilton, Ontario, offering undergraduate, MBA, and specialized business programs with a focus on innovation and experiential learning.
B. Peter B. Gustavson School of Business
Peter B. Gustavson School of Business is the business school of the University of Victoria in Canada, offering undergraduate, graduate, and executive programs with a strong focus on international and experiential learning.
C. Asper School of Business
The Asper School of Business is the University of Manitoba’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, and serving as a major center for business education and research in Western Canada.
D. Sprott School of Business
Sprott School of Business is the business school of Carleton University in Ottawa, Canada, offering undergraduate, graduate, and professional programs in business and management.
E. Beedie School of Business
Beedie School of Business is the business school of Simon Fraser University in British Columbia, Canada, offering undergraduate, graduate, and executive business programs.
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_69b3454db3708190aeafd814413c4c3d`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b352052b388190b02cca9a3b480be4`	completed	March 12, 2026, 11:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5dbd1646c8190b7db5d9a9445633c`	completed	March 14, 2026, 10:06 p.m.
NEDg	Description generation	`batch_69b5dc587b108190a8e3da0fde98a7ce`	completed	March 14, 2026, 10:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5dcbf4d5081908d24bce8e2769124`	completed	March 14, 2026, 10:10 p.m.

Created at: March 12, 2026, 11:17 p.m.