Triple

T9605467
Position Surface form Disambiguated ID Type / Status
Subject Helwan University E231957 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Tourism and Hotel Management
The Faculty of Tourism and Hotel Management is an academic division of Helwan University in Egypt specializing in education and research related to tourism, hospitality, and hotel administration.
 E810810 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 Tourism and Hotel Management | Statement: [Helwan University, hasFaculty, Faculty of Tourism and Hotel Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Tourism and Hotel Management
Context triple: [Helwan University, hasFaculty, Faculty of Tourism and Hotel Management]
  • A. Faculty of Tourism and Hotel Management
    The Faculty of Tourism and Hotel Management is a constituent academic unit of the University of Montenegro specializing in education and research in tourism, hospitality, and related service industries.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Faculty of Tourism
    The Faculty of Tourism at the University of Málaga is an academic division specializing in higher education and research in tourism, hospitality, 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: Faculty of Tourism and Hotel Management
Triple: [Helwan University, hasFaculty, Faculty of Tourism and Hotel Management]
Generated description
The Faculty of Tourism and Hotel Management is an academic division of Helwan University in Egypt specializing in education and research related to tourism, hospitality, and hotel administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Tourism and Hotel Management
Target entity description: The Faculty of Tourism and Hotel Management is an academic division of Helwan University in Egypt specializing in education and research related to tourism, hospitality, and hotel administration.
  • A. Faculty of Tourism and Hotel Management
    The Faculty of Tourism and Hotel Management is a constituent academic unit of the University of Montenegro specializing in education and research in tourism, hospitality, and related service industries.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Faculty of Tourism
    The Faculty of Tourism at the University of Málaga is an academic division specializing in higher education and research in tourism, hospitality, and related services.
  • 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_69ca8484838c8190b2049199d22fef70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a5e4a7c8190830b5ad9762ece46 completed April 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17939ed4c8190addfb052b762d454 completed April 4, 2026, 8:48 p.m.
NEDg Description generation batch_69d17a732628819098e50a6ecf47b98c completed April 4, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69d17b16d8008190aa9bc71d470be4e5 completed April 4, 2026, 8:56 p.m.
Created at: March 30, 2026, 8:08 p.m.