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 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.	`E1359484`	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 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.

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 Built Environment and Development Studies
Triple: [College of Humanities (University of KwaZulu-Natal), hasFaculty, School of Built Environment and Development Studies]

Generated 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.

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 (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_69d8dd06a26481908039e2a1bae8c597`	completed	April 10, 2026, 11:20 a.m.
NER	Named-entity recognition	`batch_69e5e3c921d4819092e2ae237bf85978`	completed	April 20, 2026, 8:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a05e67400088190a58e085281a62a54`	completed	May 14, 2026, 3:12 p.m.
NEDg	Description generation	`batch_6a05e74c4a248190b4e02f0c0d53f904`	completed	May 14, 2026, 3:16 p.m.
NED2	Entity disambiguation (via description)	`batch_6a05e84cbbac8190aa3e935e67cac797`	completed	May 14, 2026, 3:20 p.m.

Created at: April 10, 2026, 12:05 p.m.