Triple

T1710112
Position Surface form Disambiguated ID Type / Status
Subject North Bay E36961 entity
Predicate isServedBy P1293 FINISHED
Object Ontario Northland bus services
Ontario Northland bus services is a regional public transportation network in Ontario, Canada, providing intercity and rural bus connections across northern and central parts of the province.
 E193620 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: Ontario Northland bus services | Statement: [North Bay, isServedBy, Ontario Northland bus services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ontario Northland bus services
Context triple: [North Bay, isServedBy, Ontario Northland bus services]
  • A. Brampton Transit bus services
    Brampton Transit bus services are the municipal public bus routes operated by the City of Brampton, Ontario, providing local and regional transportation across the city and to nearby hubs.
  • B. Brampton Transit
    Brampton Transit is the public bus transportation system serving the city of Brampton in Ontario, Canada.
  • C. Oakville Transit
    Oakville Transit is the public bus transportation system serving the town of Oakville, Ontario, Canada.
  • D. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • E. Guelph Transit
    Guelph Transit is the municipal public transportation agency that operates bus services within the city of Guelph, Ontario, Canada.
  • 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: Ontario Northland bus services
Triple: [North Bay, isServedBy, Ontario Northland bus services]
Generated description
Ontario Northland bus services is a regional public transportation network in Ontario, Canada, providing intercity and rural bus connections across northern and central parts of the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ontario Northland bus services
Target entity description: Ontario Northland bus services is a regional public transportation network in Ontario, Canada, providing intercity and rural bus connections across northern and central parts of the province.
  • A. Brampton Transit bus services
    Brampton Transit bus services are the municipal public bus routes operated by the City of Brampton, Ontario, providing local and regional transportation across the city and to nearby hubs.
  • B. Brampton Transit
    Brampton Transit is the public bus transportation system serving the city of Brampton in Ontario, Canada.
  • C. Oakville Transit
    Oakville Transit is the public bus transportation system serving the town of Oakville, Ontario, Canada.
  • D. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • E. Guelph Transit
    Guelph Transit is the municipal public transportation agency that operates bus services within the city of Guelph, Ontario, Canada.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa631329088190a2ce8f755bd69fc7 completed March 6, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8adb1b588190b93f9d28d27cab72 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957912808190be5b6ed8d3f20535 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97accca48190bc43e94337589a5f completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.