Triple

T16188000

Position	Surface form	Disambiguated ID	Type / Status
Subject	Winnipeg Fire Paramedic Service (policy and budget)	`E392859`	entity
Predicate	administeredBy	`P86`	FINISHED
Object	City of Winnipeg Public Service The City of Winnipeg Public Service is the municipal administration responsible for delivering city services, implementing council policies, and managing day-to-day operations for the City of Winnipeg.	`E90058`	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: City of Winnipeg Public Service | Statement: [Winnipeg Fire Paramedic Service (policy and budget), administeredBy, City of Winnipeg Public Service]

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

Target entity: City of Winnipeg Public Service
Context triple: [Winnipeg Fire Paramedic Service (policy and budget), administeredBy, City of Winnipeg Public Service]

A. Winnipeg City Council
Winnipeg City Council is the municipal legislative body responsible for setting policies, passing bylaws, and overseeing the governance of the city of Winnipeg, Manitoba, Canada.
B. Waterloo City Council
Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
C. Government of Manitoba
The Government of Manitoba is the provincial governing authority of the Canadian province of Manitoba, responsible for creating and enforcing laws, delivering public services, and administering provincial programs.
D. Alberta Public Service
Alberta Public Service is the professional, non-partisan civil service that delivers programs and services and supports policy implementation for the provincial government of Alberta, Canada.
E. British Columbia Public Service
The British Columbia Public Service is the professional, non-partisan workforce that delivers programs and services on behalf of the provincial government in British Columbia, Canada.
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: City of Winnipeg Public Service
Triple: [Winnipeg Fire Paramedic Service (policy and budget), administeredBy, City of Winnipeg Public Service]

Generated description

The City of Winnipeg Public Service is the municipal administration responsible for delivering city services, implementing council policies, and managing day-to-day operations for the City of Winnipeg.

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

Target entity: City of Winnipeg Public Service
Target entity description: The City of Winnipeg Public Service is the municipal administration responsible for delivering city services, implementing council policies, and managing day-to-day operations for the City of Winnipeg.

A. Winnipeg City Council chosen
Winnipeg City Council is the municipal legislative body responsible for setting policies, passing bylaws, and overseeing the governance of the city of Winnipeg, Manitoba, Canada.
B. Waterloo City Council
Waterloo City Council is the municipal governing body responsible for setting policies, passing bylaws, and overseeing local services and development in the City of Waterloo, Ontario.
C. Government of Manitoba
The Government of Manitoba is the provincial governing authority of the Canadian province of Manitoba, responsible for creating and enforcing laws, delivering public services, and administering provincial programs.
D. Alberta Public Service
Alberta Public Service is the professional, non-partisan civil service that delivers programs and services and supports policy implementation for the provincial government of Alberta, Canada.
E. British Columbia Public Service
The British Columbia Public Service is the professional, non-partisan workforce that delivers programs and services on behalf of the provincial government in British Columbia, Canada.
F. None of above.

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_69d87f1e49ac8190a311b54d32990576`	completed	April 10, 2026, 4:39 a.m.
NER	Named-entity recognition	`batch_69e220630db481908a0c7f7170f20c5f`	completed	April 17, 2026, 11:58 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffff0750f08190a2fce65124d8dcc0`	completed	May 10, 2026, 3:44 a.m.
NEDg	Description generation	`batch_6a000096f344819094fca24a342984e1`	completed	May 10, 2026, 3:50 a.m.
NED2	Entity disambiguation (via description)	`batch_6a00012ec15c8190a09e1b37bc560f67`	completed	May 10, 2026, 3:53 a.m.

Created at: April 10, 2026, 5:02 a.m.