Triple

T6501808
Position Surface form Disambiguated ID Type / Status
Subject Near East University E148905 entity
Predicate hasSchool P113 FINISHED
Object School of Tourism and Hotel Management
The School of Tourism and Hotel Management is an academic unit specializing in education and training for careers in tourism, hospitality, and hotel management.
E599369 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 Tourism and Hotel Management | Statement: [Near East University, hasSchool, School of Tourism and Hotel Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Tourism and Hotel Management
Context triple: [Near East University, hasSchool, School of Tourism and Hotel Management]
  • A. 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.
  • B. 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.
  • C. Faculty of Tourism
    The Faculty of Tourism at the University of Havana is an academic unit dedicated to higher education and research in tourism, hospitality, and related services within Cuba’s leading public university.
  • 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. Department of Hospitality and Tourism Management
    The Department of Hospitality and Tourism Management is an academic unit specializing in the business and management of hospitality, tourism, and related service industries.
  • 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 Tourism and Hotel Management
Triple: [Near East University, hasSchool, School of Tourism and Hotel Management]
Generated description
The School of Tourism and Hotel Management is an academic unit specializing in education and training for careers in tourism, hospitality, and hotel management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Tourism and Hotel Management
Target entity description: The School of Tourism and Hotel Management is an academic unit specializing in education and training for careers in tourism, hospitality, and hotel management.
  • A. 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.
  • B. 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.
  • C. Faculty of Tourism
    The Faculty of Tourism at the University of Havana is an academic unit dedicated to higher education and research in tourism, hospitality, and related services within Cuba’s leading public university.
  • 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. Department of Hospitality and Tourism Management
    The Department of Hospitality and Tourism Management is an academic unit specializing in the business and management of hospitality, tourism, and related service industries.
  • 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_69c687e9ad288190bae5bcac9c8ac855 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c68ad440dc8190a074f049dbda2f55 completed March 27, 2026, 1:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb2e83cc81908f07a402e8562f1a completed March 27, 2026, 6:23 p.m.
NEDg Description generation batch_69c6cc960e088190bd9643aa1c46128d completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd4d50948190ac60ec518f00e5d8 completed March 27, 2026, 6:32 p.m.
Created at: March 27, 2026, 1:42 p.m.