Triple

T5360636

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Lethbridge	`E103010`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Dhillon School of Business The Dhillon School of Business is the business faculty of the University of Lethbridge, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.	`E514574`	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: Dhillon School of Business | Statement: [University of Lethbridge, hasFaculty, Dhillon School of Business]

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

Target entity: Dhillon School of Business
Context triple: [University of Lethbridge, hasFaculty, Dhillon School of Business]

A. Leavey School of Business
The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
B. 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.
C. Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
D. McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
E. 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.
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: Dhillon School of Business
Triple: [University of Lethbridge, hasFaculty, Dhillon School of Business]

Generated description

The Dhillon School of Business is the business faculty of the University of Lethbridge, 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: Dhillon School of Business
Target entity description: The Dhillon School of Business is the business faculty of the University of Lethbridge, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.

A. Leavey School of Business
The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
B. 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.
C. Chandaria School of Business
Chandaria School of Business is the business school of United States International University Africa in Nairobi, offering undergraduate and graduate programs in business and management.
D. McCallum Graduate School of Business
McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
E. 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.
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_69bd43daa3e4819090b59d127db70e57`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd86588af081908c846fcde65724da`	completed	March 20, 2026, 5:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf21ec83b88190abc227d93b4c1c49`	completed	March 21, 2026, 10:55 p.m.
NEDg	Description generation	`batch_69bf25cac6d48190ab3155c667e19484`	completed	March 21, 2026, 11:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf264cb0c08190a92e53441ac937a3`	completed	March 21, 2026, 11:14 p.m.

Created at: March 20, 2026, 2:02 p.m.