Triple

T9806404

Position	Surface form	Disambiguated ID	Type / Status
Subject	Emerson, Manitoba	`E237963`	entity
Predicate	locatedInCountrySubdivision	`P766`	FINISHED
Object	Rural Municipality of Emerson – Franklin The Rural Municipality of Emerson – Franklin is a local government area in southern Manitoba, Canada, known for its agricultural landscape and position along the Canada–United States border.	`E821679`	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: Rural Municipality of Emerson – Franklin | Statement: [Emerson, Manitoba, locatedInCountrySubdivision, Rural Municipality of Emerson – Franklin]

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

Target entity: Rural Municipality of Emerson – Franklin
Context triple: [Emerson, Manitoba, locatedInCountrySubdivision, Rural Municipality of Emerson – Franklin]

A. Rural Municipality of Lakeshore
The Rural Municipality of Lakeshore is a local government area in Manitoba, Canada, encompassing several communities and lakeside regions in the province’s Interlake and Parkland areas.
B. Rural Municipality of Mossey River
The Rural Municipality of Mossey River is a local government area in Manitoba, Canada, known for its lakeside communities, agricultural lands, and proximity to Lake Winnipegosis.
C. Rural Municipality of Bifrost-Riverton
The Rural Municipality of Bifrost-Riverton is a local government area in Manitoba, Canada, encompassing communities and natural areas along the western shore of Lake Winnipeg.
D. Rural Municipality of Gimli
The Rural Municipality of Gimli is a local government area in Manitoba, Canada, known for its Icelandic heritage, lakeside communities, and tourism centered around Lake Winnipeg.
E. Rural Municipality of Mountain
The Rural Municipality of Mountain is a sparsely populated local government area in western Manitoba, Canada, known for its agricultural lands, forests, and proximity to major lakes and parklands.
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: Rural Municipality of Emerson – Franklin
Triple: [Emerson, Manitoba, locatedInCountrySubdivision, Rural Municipality of Emerson – Franklin]

Generated description

The Rural Municipality of Emerson – Franklin is a local government area in southern Manitoba, Canada, known for its agricultural landscape and position along the Canada–United States border.

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

Target entity: Rural Municipality of Emerson – Franklin
Target entity description: The Rural Municipality of Emerson – Franklin is a local government area in southern Manitoba, Canada, known for its agricultural landscape and position along the Canada–United States border.

A. Rural Municipality of Lakeshore
The Rural Municipality of Lakeshore is a local government area in Manitoba, Canada, encompassing several communities and lakeside regions in the province’s Interlake and Parkland areas.
B. Rural Municipality of Mossey River
The Rural Municipality of Mossey River is a local government area in Manitoba, Canada, known for its lakeside communities, agricultural lands, and proximity to Lake Winnipegosis.
C. Rural Municipality of Bifrost-Riverton
The Rural Municipality of Bifrost-Riverton is a local government area in Manitoba, Canada, encompassing communities and natural areas along the western shore of Lake Winnipeg.
D. Rural Municipality of Gimli
The Rural Municipality of Gimli is a local government area in Manitoba, Canada, known for its Icelandic heritage, lakeside communities, and tourism centered around Lake Winnipeg.
E. Rural Municipality of Mountain
The Rural Municipality of Mountain is a sparsely populated local government area in western Manitoba, Canada, known for its agricultural lands, forests, and proximity to major lakes and parklands.
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_69ca84dd4608819097ff4ed00feca280`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdab7cb9588190953a063cb7b9e29e`	completed	April 1, 2026, 11:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1c45878e481908aa2098eceb44256`	completed	April 5, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69d1c4eb7a0481908bbd72f6d28d4746`	completed	April 5, 2026, 2:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1c5c0e6e88190bbf6eb379e6d1aa3`	completed	April 5, 2026, 2:15 a.m.

Created at: March 30, 2026, 8:29 p.m.