Triple

T2213257

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Cape Town	`E50964`	entity
Predicate	hasAcademicDivision	`P50`	FINISHED
Object	Faculty of Engineering & the Built Environment The Faculty of Engineering & the Built Environment is the University of Cape Town’s academic division responsible for education and research in engineering, architecture, planning, and related built environment disciplines.	`E243870`	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 Engineering & the Built Environment | Statement: [University of Cape Town, hasAcademicDivision, Faculty of Engineering & the Built Environment]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Faculty of Engineering & the Built Environment
Context triple: [University of Cape Town, hasAcademicDivision, Faculty of Engineering & the Built Environment]

A. Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the University of the Witwatersrand in Johannesburg that offers engineering, architecture, planning, and related built-environment programs and research.
B. Faculty of the Built Environment
The Faculty of the Built Environment at University College London is a leading academic division focused on architecture, planning, construction, and related disciplines shaping cities and the built environment.
C. 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.
D. Faculty of Engineering and Architecture
The Faculty of Engineering and Architecture is an academic division of Helsinki University of Technology specializing in engineering and architectural education and research.
E. Faculty of Engineering and Architecture
The Faculty of Engineering and Architecture is a major academic division of Ghent University in Belgium, offering a wide range of engineering and architectural programs and conducting research in technology and the built environment.
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 Engineering & the Built Environment
Triple: [University of Cape Town, hasAcademicDivision, Faculty of Engineering & the Built Environment]

Generated description

The Faculty of Engineering & the Built Environment is the University of Cape Town’s academic division responsible for education and research in engineering, architecture, planning, and related built environment disciplines.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Faculty of Engineering & the Built Environment
Target entity description: The Faculty of Engineering & the Built Environment is the University of Cape Town’s academic division responsible for education and research in engineering, architecture, planning, and related built environment disciplines.

A. Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the University of the Witwatersrand in Johannesburg that offers engineering, architecture, planning, and related built-environment programs and research.
B. Faculty of the Built Environment
The Faculty of the Built Environment at University College London is a leading academic division focused on architecture, planning, construction, and related disciplines shaping cities and the built environment.
C. 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.
D. Faculty of Engineering and Architecture
The Faculty of Engineering and Architecture is an academic division of Helsinki University of Technology specializing in engineering and architectural education and research.
E. Faculty of Engineering and Architecture
The Faculty of Engineering and Architecture is a major academic division of Ghent University in Belgium, offering a wide range of engineering and architectural programs and conducting research in technology and the built environment.
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_69a88b06709c8190978fb2418470d1b6`	completed	March 4, 2026, 7:41 p.m.
NER	Named-entity recognition	`batch_69abbfee6ae48190825ca792e8f99946`	completed	March 7, 2026, 6:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae6554f3308190a180cac3ad7e2ce4`	completed	March 9, 2026, 6:14 a.m.
NEDg	Description generation	`batch_69ae65d419048190ad723d21ab7f1cab`	completed	March 9, 2026, 6:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae666e71908190b50be2cac5bdfa28`	completed	March 9, 2026, 6:19 a.m.

Created at: March 4, 2026, 7:46 p.m.