Triple

T8429961

Position	Surface form	Disambiguated ID	Type / Status
Subject	David Furnish	`E199092`	entity
Predicate	education	`P5`	FINISHED
Object	Ivey Business School at Western University Ivey Business School at Western University is a leading Canadian business school renowned for its case-based teaching approach and strong MBA and executive education programs.	`E732050`	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: Ivey Business School at Western University | Statement: [David Furnish, education, Ivey Business School at Western University]

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

Target entity: Ivey Business School at Western University
Context triple: [David Furnish, education, Ivey Business School at Western University]

A. Western University
Western University is a major Canadian public research university in London, Ontario, recognized for its strong academic programs and membership in the U15 group of leading research-intensive institutions.
B. 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.
C. 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.
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. 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.
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: Ivey Business School at Western University
Triple: [David Furnish, education, Ivey Business School at Western University]

Generated description

Ivey Business School at Western University is a leading Canadian business school renowned for its case-based teaching approach and strong MBA and executive education programs.

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

Target entity: Ivey Business School at Western University
Target entity description: Ivey Business School at Western University is a leading Canadian business school renowned for its case-based teaching approach and strong MBA and executive education programs.

A. Western University
Western University is a major Canadian public research university in London, Ontario, recognized for its strong academic programs and membership in the U15 group of leading research-intensive institutions.
B. 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.
C. 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.
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. 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.
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_69ca8313c99081909a5c6d83b91de5b3`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cbd1a2efa08190b92c75812003ffdb`	completed	March 31, 2026, 1:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce0376b4708190b2d118bcdf1a00fc`	completed	April 2, 2026, 5:49 a.m.
NEDg	Description generation	`batch_69ce07846da48190aa89b1c185dfcd11`	completed	April 2, 2026, 6:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce08a5d2988190a64822214b69a223`	completed	April 2, 2026, 6:11 a.m.

Created at: March 30, 2026, 6:07 p.m.