Triple

T1994066
Position Surface form Disambiguated ID Type / Status
Subject Government of Quebec E43317 entity
Predicate hasAgency P3933 FINISHED
Object Ministry of Transport and Sustainable Mobility (Quebec)
The Ministry of Transport and Sustainable Mobility (Quebec) is the provincial government department responsible for planning, managing, and regulating Quebec’s transportation systems while promoting environmentally sustainable mobility.
E222732 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 Transport and Sustainable Mobility (Quebec) | Statement: [Government of Quebec, hasAgency, Ministry of Transport and Sustainable Mobility (Quebec)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Sustainable Mobility (Quebec)
Context triple: [Government of Quebec, hasAgency, Ministry of Transport and Sustainable Mobility (Quebec)]
  • A. Ministry of Transportation (Ontario)
    The Ministry of Transportation (Ontario) is the provincial government ministry responsible for overseeing Ontario’s transportation systems, including highways, roads, driver and vehicle licensing, and public transit policy.
  • B. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • C. Canadian Transportation Agency
    The Canadian Transportation Agency is an independent federal tribunal and regulator responsible for overseeing and resolving disputes in Canada’s national transportation system, including rail, air, and marine services.
  • D. 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.
  • E. 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.
  • 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 Transport and Sustainable Mobility (Quebec)
Triple: [Government of Quebec, hasAgency, Ministry of Transport and Sustainable Mobility (Quebec)]
Generated description
The Ministry of Transport and Sustainable Mobility (Quebec) is the provincial government department responsible for planning, managing, and regulating Quebec’s transportation systems while promoting environmentally sustainable mobility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Sustainable Mobility (Quebec)
Target entity description: The Ministry of Transport and Sustainable Mobility (Quebec) is the provincial government department responsible for planning, managing, and regulating Quebec’s transportation systems while promoting environmentally sustainable mobility.
  • A. Ministry of Transportation (Ontario)
    The Ministry of Transportation (Ontario) is the provincial government ministry responsible for overseeing Ontario’s transportation systems, including highways, roads, driver and vehicle licensing, and public transit policy.
  • B. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • C. Canadian Transportation Agency
    The Canadian Transportation Agency is an independent federal tribunal and regulator responsible for overseeing and resolving disputes in Canada’s national transportation system, including rail, air, and marine services.
  • D. 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.
  • E. 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.
  • 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.