Triple

T12337534

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Engineering, University of New South Wales	`E294128`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	School of Biomedical Engineering, UNSW The School of Biomedical Engineering at UNSW is an academic unit specializing in the research and teaching of biomedical engineering, integrating engineering principles with medical and biological sciences.	`E978497`	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 Biomedical Engineering, UNSW | Statement: [Faculty of Engineering, University of New South Wales, hasDepartment, School of Biomedical Engineering, UNSW]

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

Target entity: School of Biomedical Engineering, UNSW
Context triple: [Faculty of Engineering, University of New South Wales, hasDepartment, School of Biomedical Engineering, UNSW]

A. School of Biomedical Engineering
The School of Biomedical Engineering is an academic unit of Shanghai Jiao Tong University dedicated to education and research at the intersection of engineering, medicine, and life sciences.
B. School of Biomedical Engineering
The School of Biomedical Engineering is an academic unit of Chongqing Medical University specializing in the integration of engineering principles with medical and biological sciences for healthcare innovation, research, and education.
C. Graduate School of Biomedical Engineering
The Graduate School of Biomedical Engineering is a specialized graduate institution at Tohoku University focused on advanced research and education at the intersection of engineering, medicine, and life sciences.
D. Faculty of Biomedical Engineering
The Faculty of Biomedical Engineering is an academic division of Amirkabir University of Technology specializing in the application of engineering principles to medicine and biology, including areas such as medical devices, imaging, and biomaterials.
E. Faculty of Biomedical Engineering
The Faculty of Biomedical Engineering is a specialized unit of the Czech Technical University in Prague focused on education and research at the intersection of engineering, medicine, and healthcare technologies.
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 Biomedical Engineering, UNSW
Triple: [Faculty of Engineering, University of New South Wales, hasDepartment, School of Biomedical Engineering, UNSW]

Generated description

The School of Biomedical Engineering at UNSW is an academic unit specializing in the research and teaching of biomedical engineering, integrating engineering principles with medical and biological sciences.

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

Target entity: School of Biomedical Engineering, UNSW
Target entity description: The School of Biomedical Engineering at UNSW is an academic unit specializing in the research and teaching of biomedical engineering, integrating engineering principles with medical and biological sciences.

A. School of Biomedical Engineering
The School of Biomedical Engineering is an academic unit of Chongqing Medical University specializing in the integration of engineering principles with medical and biological sciences for healthcare innovation, research, and education.
B. School of Biomedical Engineering
The School of Biomedical Engineering is an academic unit of Shanghai Jiao Tong University dedicated to education and research at the intersection of engineering, medicine, and life sciences.
C. Graduate School of Biomedical Engineering
The Graduate School of Biomedical Engineering is a specialized graduate institution at Tohoku University focused on advanced research and education at the intersection of engineering, medicine, and life sciences.
D. Faculty of Biomedical Engineering
The Faculty of Biomedical Engineering is an academic division of Amirkabir University of Technology specializing in the application of engineering principles to medicine and biology, including areas such as medical devices, imaging, and biomaterials.
E. Faculty of Biomedical Engineering
The Faculty of Biomedical Engineering is a specialized unit of the Czech Technical University in Prague focused on education and research at the intersection of engineering, medicine, and healthcare technologies.
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_69d6ab6ae0dc8190b1522a9c1c55c114`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d93f678698819091462b44ff3435f6`	completed	April 10, 2026, 6:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f62aa5f21c8190bcb32a078a2f7ebb`	completed	May 2, 2026, 4:47 p.m.
NEDg	Description generation	`batch_69f62c54e6b08190bdae0ec35cc1c48d`	completed	May 2, 2026, 4:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62d13237881908b7c2dca173e20cf`	completed	May 2, 2026, 4:57 p.m.

Created at: April 8, 2026, 9:53 p.m.