Triple

T1994072

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Quebec	`E43317`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of Immigration, Francisation and Integration (Quebec) The Ministry of Immigration, Francisation and Integration (Quebec) is the provincial department responsible for managing immigration, promoting French-language acquisition, and supporting the social and economic integration of newcomers in Quebec.	`E222737`	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: Ministry of Immigration, Francisation and Integration (Quebec) | Statement: [Government of Quebec, hasAgency, Ministry of Immigration, Francisation and Integration (Quebec)]

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

Target entity: Ministry of Immigration, Francisation and Integration (Quebec)
Context triple: [Government of Quebec, hasAgency, Ministry of Immigration, Francisation and Integration (Quebec)]

A. Government of Quebec
The Government of Quebec is the provincial authority responsible for governing Quebec, Canada, overseeing areas such as healthcare, education, and infrastructure within the province.
B. Ministère de la Santé et des Services sociaux du Québec
The Ministère de la Santé et des Services sociaux du Québec is the provincial government department responsible for planning, funding, and overseeing Quebec’s public health and social services system.
C. Ministry of the Interior of France
The Ministry of the Interior of France is the government department responsible for internal security, law enforcement, civil protection, and the administration of local authorities across the country.
D. National Assembly of Quebec
The National Assembly of Quebec is the unicameral legislative body of the Canadian province of Quebec, responsible for making provincial laws and overseeing the government.
E. French Ministry of Overseas France
The French Ministry of Overseas France was the government department responsible for administering and overseeing France’s colonial and overseas territories.
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: Ministry of Immigration, Francisation and Integration (Quebec)
Triple: [Government of Quebec, hasAgency, Ministry of Immigration, Francisation and Integration (Quebec)]

Generated description

The Ministry of Immigration, Francisation and Integration (Quebec) is the provincial department responsible for managing immigration, promoting French-language acquisition, and supporting the social and economic integration of newcomers in Quebec.

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

Target entity: Ministry of Immigration, Francisation and Integration (Quebec)
Target entity description: The Ministry of Immigration, Francisation and Integration (Quebec) is the provincial department responsible for managing immigration, promoting French-language acquisition, and supporting the social and economic integration of newcomers in Quebec.

A. Government of Quebec
The Government of Quebec is the provincial authority responsible for governing Quebec, Canada, overseeing areas such as healthcare, education, and infrastructure within the province.
B. Ministère de la Santé et des Services sociaux du Québec
The Ministère de la Santé et des Services sociaux du Québec is the provincial government department responsible for planning, funding, and overseeing Quebec’s public health and social services system.
C. Ministry of the Interior of France
The Ministry of the Interior of France is the government department responsible for internal security, law enforcement, civil protection, and the administration of local authorities across the country.
D. National Assembly of Quebec
The National Assembly of Quebec is the unicameral legislative body of the Canadian province of Quebec, responsible for making provincial laws and overseeing the government.
E. French Ministry of Overseas France
The French Ministry of Overseas France was the government department responsible for administering and overseeing France’s colonial and overseas territories.
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_69a88714cf2c819081644be450b8356e`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb8640f30819080322bddb85881f1`	completed	March 7, 2026, 5:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae033a39d48190b6389e22de0d4418`	completed	March 8, 2026, 11:16 p.m.
NEDg	Description generation	`batch_69ae04128e048190a6a36e528586445a`	completed	March 8, 2026, 11:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae049b7b1c81908bae4acd269ce36e`	completed	March 8, 2026, 11:22 p.m.

Created at: March 4, 2026, 7:37 p.m.