Triple

T6382502

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Engineering, University of Manitoba	`E143617`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Engineers Geoscientists Manitoba Engineers Geoscientists Manitoba is the regulatory and licensing body for professional engineers and geoscientists in the province of Manitoba, Canada.	`E588824`	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: Engineers Geoscientists Manitoba | Statement: [Faculty of Engineering, University of Manitoba, affiliation, Engineers Geoscientists Manitoba]

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

Target entity: Engineers Geoscientists Manitoba
Context triple: [Faculty of Engineering, University of Manitoba, affiliation, Engineers Geoscientists Manitoba]

A. Association of Professional Engineers and Geoscientists of Saskatchewan
The Association of Professional Engineers and Geoscientists of Saskatchewan is the provincial regulatory and licensing body that governs the practice of engineering and geoscience in Saskatchewan, Canada.
B. Association of Professional Engineers and Geoscientists of Alberta
The Association of Professional Engineers and Geoscientists of Alberta is the provincial regulatory body that licenses and governs the practice of engineering and geoscience in Alberta, Canada.
C. Engineers Canada
Engineers Canada is the national organization that represents and supports the provincial and territorial engineering regulators in Canada, promoting consistent high standards for the engineering profession and the accreditation of engineering education programs.
D. Canadian Engineers
Canadian Engineers were a military engineering branch of the Canadian Expeditionary Force responsible for construction, fortifications, and technical support during wartime operations.
E. Geological Survey of Canada
The Geological Survey of Canada is a federal scientific agency that conducts research, mapping, and monitoring of Canada’s geology, natural resources, and geohazards.
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: Engineers Geoscientists Manitoba
Triple: [Faculty of Engineering, University of Manitoba, affiliation, Engineers Geoscientists Manitoba]

Generated description

Engineers Geoscientists Manitoba is the regulatory and licensing body for professional engineers and geoscientists in the province of Manitoba, Canada.

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

Target entity: Engineers Geoscientists Manitoba
Target entity description: Engineers Geoscientists Manitoba is the regulatory and licensing body for professional engineers and geoscientists in the province of Manitoba, Canada.

A. Association of Professional Engineers and Geoscientists of Saskatchewan
The Association of Professional Engineers and Geoscientists of Saskatchewan is the provincial regulatory and licensing body that governs the practice of engineering and geoscience in Saskatchewan, Canada.
B. Association of Professional Engineers and Geoscientists of Alberta
The Association of Professional Engineers and Geoscientists of Alberta is the provincial regulatory body that licenses and governs the practice of engineering and geoscience in Alberta, Canada.
C. Engineers Canada
Engineers Canada is the national organization that represents and supports the provincial and territorial engineering regulators in Canada, promoting consistent high standards for the engineering profession and the accreditation of engineering education programs.
D. Canadian Engineers
Canadian Engineers were a military engineering branch of the Canadian Expeditionary Force responsible for construction, fortifications, and technical support during wartime operations.
E. Geological Survey of Canada
The Geological Survey of Canada is a federal scientific agency that conducts research, mapping, and monitoring of Canada’s geology, natural resources, and geohazards.
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_69c008dac1ec81909cef8157ccd69962`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c06854eb608190acb6bb4dc466f0fc`	completed	March 22, 2026, 10:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c62db397f48190bc4533ce26b27a55`	completed	March 27, 2026, 7:11 a.m.
NEDg	Description generation	`batch_69c62f1923408190996ba6dbb5bab651`	completed	March 27, 2026, 7:17 a.m.
NED2	Entity disambiguation (via description)	`batch_69c62f9797188190afb5313176e34864`	completed	March 27, 2026, 7:19 a.m.

Created at: March 22, 2026, 4:34 p.m.