Triple

T10209741

Position	Surface form	Disambiguated ID	Type / Status
Subject	Humber College	`E242295`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Hospitality, Recreation & Tourism The School of Hospitality, Recreation & Tourism is a specialized academic division of Humber College offering career-focused programs in hospitality management, tourism, and recreation services.	`E470240`	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: School of Hospitality, Recreation & Tourism | Statement: [Humber College, hasSchool, School of Hospitality, Recreation & Tourism]

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

Target entity: School of Hospitality, Recreation & Tourism
Context triple: [Humber College, hasSchool, School of Hospitality, Recreation & Tourism]

A. School of Hospitality and Tourism
The School of Hospitality and Tourism is an academic division specializing in education and training for careers in hospitality, tourism, and related service industries.
B. School of Tourism and Hospitality
The School of Tourism and Hospitality is an academic unit of Strathmore University specializing in education and training for the tourism, travel, and hospitality industries.
C. School of Hospitality, Food and Tourism Management
The School of Hospitality, Food and Tourism Management is an academic unit specializing in hospitality, foodservice, and tourism education and research within the Gordon S. Lang School of Business and Economics.
D. School of Hospitality Administration
The School of Hospitality Administration is Boston University's specialized college focused on education and research in hospitality management and related service industries.
E. Faculty of Tourism and Hotels
The Faculty of Tourism and Hotels is an academic division of October 6 University specializing in education and training for careers in tourism, hospitality management, and related services.
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: School of Hospitality, Recreation & Tourism
Triple: [Humber College, hasSchool, School of Hospitality, Recreation & Tourism]

Generated description

The School of Hospitality, Recreation & Tourism is a specialized academic division of Humber College offering career-focused programs in hospitality management, tourism, and recreation services.

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

Target entity: School of Hospitality, Recreation & Tourism
Target entity description: The School of Hospitality, Recreation & Tourism is a specialized academic division of Humber College offering career-focused programs in hospitality management, tourism, and recreation services.

A. School of Hospitality and Tourism chosen
The School of Hospitality and Tourism is an academic division specializing in education and training for careers in hospitality, tourism, and related service industries.
B. School of Tourism and Hospitality
The School of Tourism and Hospitality is an academic unit of Strathmore University specializing in education and training for the tourism, travel, and hospitality industries.
C. School of Hospitality, Food and Tourism Management
The School of Hospitality, Food and Tourism Management is an academic unit specializing in hospitality, foodservice, and tourism education and research within the Gordon S. Lang School of Business and Economics.
D. School of Hospitality Administration
The School of Hospitality Administration is Boston University's specialized college focused on education and research in hospitality management and related service industries.
E. Faculty of Tourism and Hotels
The Faculty of Tourism and Hotels is an academic division of October 6 University specializing in education and training for careers in tourism, hospitality management, and related services.
F. None of above.

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.