Triple

T8297758

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northumbria University	`E194264`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Engineering and Environment The Faculty of Engineering and Environment is an academic division of Northumbria University that focuses on engineering, technology, and environmental sciences education and research.	`E724422`	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 and Environment | Statement: [Northumbria University, hasFaculty, Faculty of Engineering and Environment]

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

Target entity: Faculty of Engineering and Environment
Context triple: [Northumbria University, hasFaculty, Faculty of Engineering and Environment]

A. 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.
B. Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the Cape Peninsula University of Technology that offers engineering and built environment programs focused on technical, professional, and industry-oriented education and research.
C. 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.
D. Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is the University of Johannesburg’s academic division dedicated to engineering, technology, and built environment disciplines, offering professional education and research in these fields.
E. Faculty of Engineering, Environment and Computing
The Faculty of Engineering, Environment and Computing is a major academic division of Coventry University that focuses on engineering disciplines, environmental studies, and computing and technology programs.
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 and Environment
Triple: [Northumbria University, hasFaculty, Faculty of Engineering and Environment]

Generated description

The Faculty of Engineering and Environment is an academic division of Northumbria University that focuses on engineering, technology, and environmental sciences education and research.

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

Target entity: Faculty of Engineering and Environment
Target entity description: The Faculty of Engineering and Environment is an academic division of Northumbria University that focuses on engineering, technology, and environmental sciences education and research.

A. 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.
B. 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.
C. Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is an academic division of the Cape Peninsula University of Technology that offers engineering and built environment programs focused on technical, professional, and industry-oriented education and research.
D. Faculty of Engineering and the Built Environment
The Faculty of Engineering and the Built Environment is the University of Johannesburg’s academic division dedicated to engineering, technology, and built environment disciplines, offering professional education and research in these fields.
E. Faculty of Engineering, Environment and Computing
The Faculty of Engineering, Environment and Computing is a major academic division of Coventry University that focuses on engineering disciplines, environmental studies, and computing and technology programs.
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_69ca82e50ebc81909aa7b260c76bd757`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb7dfa040c8190ab801b3910e39142`	completed	March 31, 2026, 7:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd68b6ad30819090d34d8e79cee634`	completed	April 1, 2026, 6:49 p.m.
NEDg	Description generation	`batch_69cd6d574ba88190a2538897d201d8c4`	completed	April 1, 2026, 7:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69cd7e536724819095ad006bc0f013a4`	completed	April 1, 2026, 8:21 p.m.

Created at: March 30, 2026, 5:53 p.m.