Triple

T2332630
Position Surface form Disambiguated ID Type / Status
Subject Cuyahoga Community College E44235 entity
Predicate hasFacility P105 FINISHED
Object Hospitality Management Center
The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
 E256944 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: Hospitality Management Center | Statement: [Cuyahoga Community College, hasFacility, Hospitality Management Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hospitality Management Center
Context triple: [Cuyahoga Community College, hasFacility, Hospitality Management Center]
  • A. 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.
  • B. HKS Hospitality
    HKS Hospitality is a specialized division of the global architecture firm HKS, Inc. focused on designing hotels, resorts, and other hospitality-related environments.
  • C. Hospitality House
    Hospitality House is the central guest services and check-in complex at Disney’s Old Key West Resort, featuring the main lobby, dining, and recreational amenities.
  • D. 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.
  • E. Hospitality Hall
    Hospitality Hall is an academic building at the University of Nevada, Las Vegas that houses its renowned hospitality and tourism management 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: Hospitality Management Center
Triple: [Cuyahoga Community College, hasFacility, Hospitality Management Center]
Generated description
The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hospitality Management Center
Target entity description: The Hospitality Management Center is a specialized facility of Cuyahoga Community College dedicated to education and training in hospitality, culinary arts, and related service industries.
  • A. 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.
  • B. HKS Hospitality
    HKS Hospitality is a specialized division of the global architecture firm HKS, Inc. focused on designing hotels, resorts, and other hospitality-related environments.
  • C. Hospitality House
    Hospitality House is the central guest services and check-in complex at Disney’s Old Key West Resort, featuring the main lobby, dining, and recreational amenities.
  • D. 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.
  • E. Hospitality Hall
    Hospitality Hall is an academic building at the University of Nevada, Las Vegas that houses its renowned hospitality and tourism management 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc66bd0f08190aad5f640cfa1c372 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae89773c88819087a294d7c0f90f73 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8ae2ab7481909d265e56369f68e2 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.