Triple

T3950881

Position	Surface form	Disambiguated ID	Type / Status
Subject	Deakin University	`E84861`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Science, Engineering and Built Environment The Faculty of Science, Engineering and Built Environment is an academic division of Deakin University that delivers teaching and research across disciplines such as natural sciences, engineering, information technology, and the built environment.	`E402876`	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 Science, Engineering and Built Environment | Statement: [Deakin University, hasFaculty, Faculty of Science, Engineering and Built Environment]

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

Target entity: Faculty of Science, Engineering and Built Environment
Context triple: [Deakin University, hasFaculty, Faculty of Science, Engineering and 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 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 Science, Engineering and Architecture
The Faculty of Science, Engineering and Architecture is an academic division of Laurentian University that offers programs and research opportunities across the natural sciences, engineering disciplines, and architectural studies.
E. School of Science, Engineering and Environment
The School of Science, Engineering and Environment is an academic faculty of the University of Salford that focuses on teaching and research across scientific, engineering, and environmental 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: Faculty of Science, Engineering and Built Environment
Triple: [Deakin University, hasFaculty, Faculty of Science, Engineering and Built Environment]

Generated description

The Faculty of Science, Engineering and Built Environment is an academic division of Deakin University that delivers teaching and research across disciplines such as natural sciences, engineering, information technology, and the built environment.

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

Target entity: Faculty of Science, Engineering and Built Environment
Target entity description: The Faculty of Science, Engineering and Built Environment is an academic division of Deakin University that delivers teaching and research across disciplines such as natural sciences, engineering, information technology, and 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 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 Science, Engineering and Architecture
The Faculty of Science, Engineering and Architecture is an academic division of Laurentian University that offers programs and research opportunities across the natural sciences, engineering disciplines, and architectural studies.
E. School of Science, Engineering and Environment
The School of Science, Engineering and Environment is an academic faculty of the University of Salford that focuses on teaching and research across scientific, engineering, and environmental 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_69aed934fbfc8190847068e4546de963`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aef9384cdc8190ad89b32dc25ac1d7`	completed	March 9, 2026, 4:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b533a4d3048190b63ad93a6ec87a48`	completed	March 14, 2026, 10:08 a.m.
NEDg	Description generation	`batch_69b5347dd9d08190a9c373a7d0428245`	completed	March 14, 2026, 10:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69b5383cbe248190ada0fe5257c8aa30`	completed	March 14, 2026, 10:28 a.m.

Created at: March 9, 2026, 3:30 p.m.