Triple

T5794602

Position	Surface form	Disambiguated ID	Type / Status
Subject	Central University of Technology	`E128476`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Engineering, Built Environment and Information Technology The Faculty of Engineering, Built Environment and Information Technology is an academic division that offers engineering, construction, and computing-related programs and research within the Central University of Technology.	`E546548`	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, Built Environment and Information Technology | Statement: [Central University of Technology, hasFaculty, Faculty of Engineering, Built Environment and Information Technology]

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

Target entity: Faculty of Engineering, Built Environment and Information Technology
Context triple: [Central University of Technology, hasFaculty, Faculty of Engineering, Built Environment and Information Technology]

A. 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.
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 & 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.
D. Faculty of Engineering and Information Technology
The Faculty of Engineering and Information Technology is a major academic division of the University of Technology Sydney that offers engineering and IT education and conducts related research.
E. Faculty of Engineering and Information Technology
The Faculty of Engineering and Information Technology at the University of Melbourne is a leading academic division specializing in engineering and computing education and research.
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, Built Environment and Information Technology
Triple: [Central University of Technology, hasFaculty, Faculty of Engineering, Built Environment and Information Technology]

Generated description

The Faculty of Engineering, Built Environment and Information Technology is an academic division that offers engineering, construction, and computing-related programs and research within the Central University of Technology.

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

Target entity: Faculty of Engineering, Built Environment and Information Technology
Target entity description: The Faculty of Engineering, Built Environment and Information Technology is an academic division that offers engineering, construction, and computing-related programs and research within the Central University of Technology.

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 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.
C. 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.
D. Faculty of Engineering and Information Technology
The Faculty of Engineering and Information Technology is a major academic division of the University of Technology Sydney that offers engineering and IT education and conducts related research.
E. Faculty of Engineering and Information Technology
The Faculty of Engineering and Information Technology at the University of Melbourne is a leading academic division specializing in engineering and computing education and research.
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_69c00845ca68819081a2ce3ecca577f7`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c02a91c7788190936671bf816d3772`	completed	March 22, 2026, 5:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c098286c1c8190b77cbaeda327dba4`	completed	March 23, 2026, 1:32 a.m.
NEDg	Description generation	`batch_69c098a0325c81909a1326b94e40ed50`	completed	March 23, 2026, 1:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69c09943deec819085992c4e44050a34`	completed	March 23, 2026, 1:37 a.m.

Created at: March 22, 2026, 3:51 p.m.