Triple

T19120869
Position Surface form Disambiguated ID Type / Status
Subject College of Humanities (University of KwaZulu-Natal) E468038 entity
Predicate hasFaculty P141 FINISHED
Object School of Built Environment and Development Studies — NE NERFINISHED

How this triple was built (3 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 Built Environment and Development Studies | Statement: [College of Humanities (University of KwaZulu-Natal), hasFaculty, School of Built Environment and Development Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Built Environment and Development Studies
Context triple: [College of Humanities (University of KwaZulu-Natal), hasFaculty, School of Built Environment and Development Studies]
  • A. Department of the Built Environment
    The Department of the Built Environment is a faculty at Eindhoven University of Technology focused on education and research in architecture, urban planning, and building technology.
  • B. School of Built and Natural Environment
    The School of Built and Natural Environment is an academic division of the University of Derby focused on disciplines related to construction, architecture, and environmental studies.
  • C. School of Engineering and the Built Environment
    The School of Engineering and the Built Environment is an academic unit at Anglia Ruskin University that focuses on engineering disciplines and the design, construction, and management of the built environment.
  • D. School of Architecture and the Built Environment
    The School of Architecture and the Built Environment is a major KTH faculty specializing in architecture, urban planning, and sustainable development of the built environment.
  • E. School of Architecture and Built Environment
    The School of Architecture and Built Environment is an academic unit of Robert Gordon University specializing in architecture, construction, and related built environment disciplines.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Built Environment and Development Studies
Target entity description: The School of Built Environment and Development Studies is an academic unit at the University of KwaZulu-Natal that focuses on disciplines such as urban planning, housing, community development, and related social and spatial studies.
  • A. Department of the Built Environment
    The Department of the Built Environment is a faculty at Eindhoven University of Technology focused on education and research in architecture, urban planning, and building technology.
  • B. School of Built and Natural Environment
    The School of Built and Natural Environment is an academic division of the University of Derby focused on disciplines related to construction, architecture, and environmental studies.
  • C. School of Engineering and the Built Environment
    The School of Engineering and the Built Environment is an academic unit at Anglia Ruskin University that focuses on engineering disciplines and the design, construction, and management of the built environment.
  • D. School of Architecture and the Built Environment
    The School of Architecture and the Built Environment is a major KTH faculty specializing in architecture, urban planning, and sustainable development of the built environment.
  • E. School of Architecture and Built Environment
    The School of Architecture and Built Environment is an academic unit of Robert Gordon University specializing in architecture, construction, and related built environment disciplines.
  • F. None of above. chosen

Provenance (2 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3c921d4819092e2ae237bf85978 completed April 20, 2026, 8:28 a.m.
Created at: April 10, 2026, 12:05 p.m.