Triple

T10209730

Position	Surface form	Disambiguated ID	Type / Status
Subject	Humber College	`E242295`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Business The Faculty of Business at Humber College is an academic division offering a range of career-focused business programs in areas such as management, marketing, accounting, and finance.	`E849540`	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: Faculty of Business | Statement: [Humber College, hasFaculty, Faculty of Business]

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

Target entity: Faculty of Business
Context triple: [Humber College, hasFaculty, Faculty of Business]

A. Faculty of Business
The Faculty of Business is an academic division of the Universidad del Bío-Bío dedicated to education and research in business and management disciplines.
B. Faculty of Business
The Faculty of Business is an academic division of the University of National and World Economy in Bulgaria, specializing in higher education and research in business and management disciplines.
C. Faculty of Business
The Faculty of Business at the University of Alberta is a leading Canadian business school offering undergraduate, graduate, and professional programs in areas such as management, finance, and marketing, and is known for its research and industry connections.
D. Faculty of Business
The Faculty of Business at the University of Jordan is an academic division specializing in business and management education, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and administration.
E. Faculty of Business
The Faculty of Business is the academic division of Universidad del Valle de Guatemala dedicated to business education, research, and professional training in fields such as management, finance, 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: Faculty of Business
Triple: [Humber College, hasFaculty, Faculty of Business]

Generated description

The Faculty of Business at Humber College is an academic division offering a range of career-focused business programs in areas such as management, marketing, accounting, and finance.

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

Target entity: Faculty of Business
Target entity description: The Faculty of Business at Humber College is an academic division offering a range of career-focused business programs in areas such as management, marketing, accounting, and finance.

A. Faculty of Business
The Faculty of Business at St. Francis Xavier University is an academic division offering undergraduate and possibly graduate programs in areas such as accounting, finance, marketing, and management.
B. Faculty of Business
The Faculty of Business at the University of Jordan is an academic division specializing in business and management education, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and administration.
C. Faculty of Business
The Faculty of Business at the University of Alberta is a leading Canadian business school offering undergraduate, graduate, and professional programs in areas such as management, finance, and marketing, and is known for its research and industry connections.
D. Faculty of Business
The Faculty of Business at the University of Bolton is an academic division that offers business-related degree programs and research opportunities in areas such as management, marketing, finance, and entrepreneurship.
E. Faculty of Business
The Faculty of Business at the University of Leeds is a leading UK business school offering undergraduate, postgraduate, and research programs in areas such as management, finance, 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_69d381ae26c48190985abd0e25ee5d04`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d395fbed008190b66996f5bb397853`	completed	April 6, 2026, 11:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d652cca9c081909f705365c70db009`	completed	April 8, 2026, 1:06 p.m.
NEDg	Description generation	`batch_69d654ddaed88190bcd7f1a2ee9dd462`	completed	April 8, 2026, 1:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69d655338cc08190ba00163f0afa4c3b`	completed	April 8, 2026, 1:16 p.m.

Created at: April 6, 2026, 11 a.m.