Triple

T5086445

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Engineering, University of New Brunswick	`E114648`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Chemical Engineering, University of New Brunswick The Department of Chemical Engineering at the University of New Brunswick is an academic unit that offers education and research programs in chemical and process engineering within the university’s Faculty of Engineering.	`E491396`	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: Department of Chemical Engineering, University of New Brunswick | Statement: [Faculty of Engineering, University of New Brunswick, hasDepartment, Department of Chemical Engineering, University of New Brunswick]

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

Target entity: Department of Chemical Engineering, University of New Brunswick
Context triple: [Faculty of Engineering, University of New Brunswick, hasDepartment, Department of Chemical Engineering, University of New Brunswick]

A. Department of Chemical Engineering (University of Michigan)
The Department of Chemical Engineering at the University of Michigan is a leading academic unit known for its research and education in areas such as energy, sustainability, materials, and biotechnology within the College of Engineering.
B. School of Chemical Engineering
The School of Chemical Engineering is a specialized academic unit of East China University of Science and Technology focused on education and research in chemical engineering and related disciplines.
C. School of Chemical Engineering
The School of Chemical Engineering is an academic unit specializing in chemical engineering education and research within Hanoi University of Science and Technology.
D. School of Chemical Engineering
The School of Chemical Engineering at the University of Tehran is a leading academic and research institution in Iran specializing in chemical engineering education, innovation, and industry collaboration.
E. School of Chemical Engineering
The School of Chemical Engineering is an academic unit of the National Technical University of Athens specializing in education and research in chemical engineering and related fields.
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: Department of Chemical Engineering, University of New Brunswick
Triple: [Faculty of Engineering, University of New Brunswick, hasDepartment, Department of Chemical Engineering, University of New Brunswick]

Generated description

The Department of Chemical Engineering at the University of New Brunswick is an academic unit that offers education and research programs in chemical and process engineering within the university’s Faculty of Engineering.

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

Target entity: Department of Chemical Engineering, University of New Brunswick
Target entity description: The Department of Chemical Engineering at the University of New Brunswick is an academic unit that offers education and research programs in chemical and process engineering within the university’s Faculty of Engineering.

A. Department of Chemical Engineering (University of Michigan)
The Department of Chemical Engineering at the University of Michigan is a leading academic unit known for its research and education in areas such as energy, sustainability, materials, and biotechnology within the College of Engineering.
B. School of Chemical Engineering
The School of Chemical Engineering is a specialized academic unit of East China University of Science and Technology focused on education and research in chemical engineering and related disciplines.
C. School of Chemical Engineering
The School of Chemical Engineering at the University of Tehran is a leading academic and research institution in Iran specializing in chemical engineering education, innovation, and industry collaboration.
D. School of Chemical Engineering
The School of Chemical Engineering is an academic unit specializing in chemical engineering education and research within Hanoi University of Science and Technology.
E. School of Chemical Engineering
The School of Chemical Engineering is an academic unit of the National Technical University of Athens specializing in education and research in chemical engineering and related fields.
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_69bd443e941881908eb4e8c685b6f656`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd751fb6dc8190be674c92a17e8c0e`	completed	March 20, 2026, 4:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69beb13fd3a88190b5a665ba56fdd455`	completed	March 21, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69beb1c184248190b99067d257564ad8`	completed	March 21, 2026, 2:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69beb22dff6c8190896f65d659a32b28`	completed	March 21, 2026, 2:58 p.m.

Created at: March 20, 2026, 1:40 p.m.