Triple

T5086452

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Engineering, University of New Brunswick	`E114648`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	Civil Engineering program, UNB The Civil Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, build, and maintain infrastructure such as buildings, roads, bridges, and water systems.	`E491399`	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: Civil Engineering program, UNB | Statement: [Faculty of Engineering, University of New Brunswick, hasProgram, Civil Engineering program, UNB]

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

Target entity: Civil Engineering program, UNB
Context triple: [Faculty of Engineering, University of New Brunswick, hasProgram, Civil Engineering program, UNB]

A. School of Civil Engineering
The School of Civil Engineering is a specialized faculty within the Polytechnic University of Madrid dedicated to education and research in civil and structural engineering and related infrastructure fields.
B. School of Civil Engineering
The School of Civil Engineering at the University of Tehran is a leading Iranian academic institution specializing in education and research in civil and structural engineering.
C. School of Civil Engineering
The School of Civil Engineering is a major academic unit of the National Technical University of Athens specializing in education and research in civil and structural engineering.
D. School of Civil Engineering
The School of Civil Engineering is an academic unit of Hefei University of Technology specializing in education and research in civil and structural engineering and related fields.
E. School of Civil Engineering
The School of Civil Engineering is an academic unit specializing in civil and infrastructure engineering education and research within Hanoi University of Science and Technology.
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: Civil Engineering program, UNB
Triple: [Faculty of Engineering, University of New Brunswick, hasProgram, Civil Engineering program, UNB]

Generated description

The Civil Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, build, and maintain infrastructure such as buildings, roads, bridges, and water systems.

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

Target entity: Civil Engineering program, UNB
Target entity description: The Civil Engineering program at the University of New Brunswick is an accredited undergraduate engineering degree that prepares students to design, build, and maintain infrastructure such as buildings, roads, bridges, and water systems.

A. School of Civil Engineering
The School of Civil Engineering is an academic unit of Hefei University of Technology specializing in education and research in civil and structural engineering and related fields.
B. School of Civil Engineering
The School of Civil Engineering is a specialized faculty within the Polytechnic University of Madrid dedicated to education and research in civil and structural engineering and related infrastructure fields.
C. School of Civil Engineering
The School of Civil Engineering at the University of Tehran is a leading Iranian academic institution specializing in education and research in civil and structural engineering.
D. School of Civil Engineering
The School of Civil Engineering is an academic unit specializing in civil and infrastructure engineering education and research within Hanoi University of Science and Technology.
E. School of Civil Engineering
The School of Civil Engineering is a major academic unit of the National Technical University of Athens specializing in education and research in civil and structural engineering.
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.