Triple

T1994076
Position Surface form Disambiguated ID Type / Status
Subject Government of Quebec E43317 entity
Predicate hasAgency P3933 FINISHED
Object Ministry of Labour (Quebec)
The Ministry of Labour (Quebec) is the provincial government department responsible for overseeing labour standards, workplace rights, and employment-related regulations in Quebec.
 E222741 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 Labour (Quebec) | Statement: [Government of Quebec, hasAgency, Ministry of Labour (Quebec)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Labour (Quebec)
Context triple: [Government of Quebec, hasAgency, Ministry of Labour (Quebec)]
  • A. 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.
  • B. 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.
  • C. Employment and Social Development Canada
    Employment and Social Development Canada is a federal government department responsible for developing and delivering social programs and services that support Canadians’ well-being, income security, and workforce participation.
  • D. Ministry of Labour of Bermuda
    The Ministry of Labour of Bermuda is a governmental department responsible for overseeing labour relations, employment policy, and workforce regulation within Bermuda.
  • E. Régie de l’assurance maladie du Québec
    Régie de l’assurance maladie du Québec is the provincial public agency that administers Quebec’s health insurance plan and manages access to insured medical services for residents.
  • 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 Labour (Quebec)
Triple: [Government of Quebec, hasAgency, Ministry of Labour (Quebec)]
Generated description
The Ministry of Labour (Quebec) is the provincial government department responsible for overseeing labour standards, workplace rights, and employment-related regulations in Quebec.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Labour (Quebec)
Target entity description: The Ministry of Labour (Quebec) is the provincial government department responsible for overseeing labour standards, workplace rights, and employment-related regulations in Quebec.
  • A. 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.
  • B. 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.
  • C. Employment and Social Development Canada
    Employment and Social Development Canada is a federal government department responsible for developing and delivering social programs and services that support Canadians’ well-being, income security, and workforce participation.
  • D. Ministry of Labour of Bermuda
    The Ministry of Labour of Bermuda is a governmental department responsible for overseeing labour relations, employment policy, and workforce regulation within Bermuda.
  • E. Régie de l’assurance maladie du Québec
    Régie de l’assurance maladie du Québec is the provincial public agency that administers Quebec’s health insurance plan and manages access to insured medical services for residents.
  • 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.