Triple

T13104864
Position Surface form Disambiguated ID Type / Status
Subject Niagara University E310817 entity
Predicate hasSchool P113 FINISHED
Object College of Hospitality and Tourism Management
The College of Hospitality and Tourism Management is an academic division of Niagara University specializing in education and training for careers in the hospitality, tourism, and related service industries.
E1023011 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: College of Hospitality and Tourism Management | Statement: [Niagara University, hasSchool, College of Hospitality and Tourism Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Hospitality and Tourism Management
Context triple: [Niagara University, hasSchool, College of Hospitality and Tourism Management]
  • A. College of Tourism and Hospitality Management
    The College of Tourism and Hospitality Management is an academic unit specializing in tourism, hotel, and hospitality education and training within Lyceum of the Philippines University.
  • 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. 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.
  • 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. 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.
  • 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: College of Hospitality and Tourism Management
Triple: [Niagara University, hasSchool, College of Hospitality and Tourism Management]
Generated description
The College of Hospitality and Tourism Management is an academic division of Niagara University specializing in education and training for careers in the hospitality, tourism, and related service industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Hospitality and Tourism Management
Target entity description: The College of Hospitality and Tourism Management is an academic division of Niagara University specializing in education and training for careers in the hospitality, tourism, and related service industries.
  • A. College of Tourism and Hospitality Management
    The College of Tourism and Hospitality Management is an academic unit specializing in tourism, hotel, and hospitality education and training within Lyceum of the Philippines University.
  • 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. 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.
  • 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. 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.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98153255c8190b6ab64ac0c4716f8 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e277b89c8190a0d895eb46836525 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e49f9b2c8190adc17603ac326b94 completed May 3, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_69f6e5979df881909db42a735b9b1064 completed May 3, 2026, 6:05 a.m.
Created at: April 9, 2026, 9:05 p.m.