Triple

T5239849
Position Surface form Disambiguated ID Type / Status
Subject British Columbia Highway 99 E118312 entity
Predicate maintainedBy P86 FINISHED
Object British Columbia Ministry of Transportation and Infrastructure
The British Columbia Ministry of Transportation and Infrastructure is the provincial government department responsible for planning, building, operating, and maintaining British Columbia’s transportation networks and related infrastructure.
E505170 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: British Columbia Ministry of Transportation and Infrastructure | Statement: [British Columbia Highway 99, maintainedBy, British Columbia Ministry of Transportation and Infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: British Columbia Ministry of Transportation and Infrastructure
Context triple: [British Columbia Highway 99, maintainedBy, British Columbia Ministry of Transportation and Infrastructure]
  • 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. 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.
  • C. Government of British Columbia
    The Government of British Columbia is the provincial authority responsible for governing Canada’s westernmost province, overseeing its laws, public services, and natural resources.
  • D. Department of Transportation and Infrastructure (Newfoundland and Labrador)
    The Department of Transportation and Infrastructure (Newfoundland and Labrador) is the provincial government department responsible for planning, building, and maintaining the province’s transportation networks and public infrastructure.
  • E. 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.
  • 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: British Columbia Ministry of Transportation and Infrastructure
Triple: [British Columbia Highway 99, maintainedBy, British Columbia Ministry of Transportation and Infrastructure]
Generated description
The British Columbia Ministry of Transportation and Infrastructure is the provincial government department responsible for planning, building, operating, and maintaining British Columbia’s transportation networks and related infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: British Columbia Ministry of Transportation and Infrastructure
Target entity description: The British Columbia Ministry of Transportation and Infrastructure is the provincial government department responsible for planning, building, operating, and maintaining British Columbia’s transportation networks and related infrastructure.
  • 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. 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.
  • C. Government of British Columbia
    The Government of British Columbia is the provincial authority responsible for governing Canada’s westernmost province, overseeing its laws, public services, and natural resources.
  • D. Department of Transportation and Infrastructure (Newfoundland and Labrador)
    The Department of Transportation and Infrastructure (Newfoundland and Labrador) is the provincial government department responsible for planning, building, and maintaining the province’s transportation networks and public infrastructure.
  • E. 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.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b2a52fc8190a22631e1853c74a3 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef8278cb88190aa1e0a42d2f8fe8d completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69bef91bb96c819098b7f6bfa578d9ca completed March 21, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69bef9dc9c908190aac0f7bcaf427dfc completed March 21, 2026, 8:04 p.m.
Created at: March 20, 2026, 1:49 p.m.