Triple

T1994084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Quebec	`E43317`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Ministry of the French Language (Quebec) The Ministry of the French Language (Quebec) is a provincial government department responsible for promoting, protecting, and overseeing the use and status of the French language in Quebec.	`E222748`	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 the French Language (Quebec) | Statement: [Government of Quebec, hasAgency, Ministry of the French Language (Quebec)]

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

Target entity: Ministry of the French Language (Quebec)
Context triple: [Government of Quebec, hasAgency, Ministry of the French Language (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. 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.
D. Ministry of National Education of France
The Ministry of National Education of France is the government department responsible for overseeing the country’s public education system, from primary schools to secondary education and parts of higher education.
E. Department of Official Language
The Department of Official Language is a division of the Indian government responsible for formulating and implementing policies related to the use and promotion of Hindi and other official languages in government functions.
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 the French Language (Quebec)
Triple: [Government of Quebec, hasAgency, Ministry of the French Language (Quebec)]

Generated description

The Ministry of the French Language (Quebec) is a provincial government department responsible for promoting, protecting, and overseeing the use and status of the French language in Quebec.

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

Target entity: Ministry of the French Language (Quebec)
Target entity description: The Ministry of the French Language (Quebec) is a provincial government department responsible for promoting, protecting, and overseeing the use and status of the French language 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. 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.
D. Ministry of National Education of France
The Ministry of National Education of France is the government department responsible for overseeing the country’s public education system, from primary schools to secondary education and parts of higher education.
E. Department of Official Language
The Department of Official Language is a division of the Indian government responsible for formulating and implementing policies related to the use and promotion of Hindi and other official languages in government functions.
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.