Triple

T22699525
Position Surface form Disambiguated ID Type / Status
Subject Walkerton, Ontario E561275 entity
Predicate roadAccessVia P9041 FINISHED
Object Ontario Highway 4
Ontario Highway 4 is a provincial highway in southwestern Ontario that runs north–south through several communities, connecting rural areas and small towns to larger regional routes.
E1564706 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 Highway 4 | Statement: [Walkerton, Ontario, roadAccessVia, Ontario Highway 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 4
Context triple: [Walkerton, Ontario, roadAccessVia, Ontario Highway 4]
  • A. Ontario Highway 48
    Ontario Highway 48 is a provincial highway in south-central Ontario that serves as a key regional route connecting communities north of Toronto, including the town of Georgina.
  • B. Ontario Highway 41
    Ontario Highway 41 is a provincial highway in eastern Ontario, Canada, that runs north–south through rural communities and scenic countryside, connecting the Ottawa Valley with regions to the south.
  • C. Ontario Highway 7
    Ontario Highway 7 is a major provincial highway in Ontario, Canada, running east–west across the southern part of the province and connecting numerous communities between Southwestern and Eastern Ontario.
  • D. Ontario Highway 8
    Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
  • E. Ontario Highway 2
    Ontario Highway 2 is a historic east–west provincial highway in Ontario, Canada, that runs parallel to the north shore of Lake Ontario and Lake Erie, connecting numerous communities across southern Ontario.
  • 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 Highway 4
Triple: [Walkerton, Ontario, roadAccessVia, Ontario Highway 4]
Generated description
Ontario Highway 4 is a provincial highway in southwestern Ontario that runs north–south through several communities, connecting rural areas and small towns to larger regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 4
Target entity description: Ontario Highway 4 is a provincial highway in southwestern Ontario that runs north–south through several communities, connecting rural areas and small towns to larger regional routes.
  • A. Ontario Highway 48
    Ontario Highway 48 is a provincial highway in south-central Ontario that serves as a key regional route connecting communities north of Toronto, including the town of Georgina.
  • B. Ontario Highway 41
    Ontario Highway 41 is a provincial highway in eastern Ontario, Canada, that runs north–south through rural communities and scenic countryside, connecting the Ottawa Valley with regions to the south.
  • C. Ontario Highway 7
    Ontario Highway 7 is a major provincial highway in Ontario, Canada, running east–west across the southern part of the province and connecting numerous communities between Southwestern and Eastern Ontario.
  • D. Ontario Highway 8
    Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
  • E. Ontario Highway 2
    Ontario Highway 2 is a historic east–west provincial highway in Ontario, Canada, that runs parallel to the north shore of Lake Ontario and Lake Erie, connecting numerous communities across southern Ontario.
  • 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_69e2454e615481909c177440be559d2c completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f178c944748190a0712983f7059114 completed April 29, 2026, 3:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd3597ba88190adb9fcc6f4cf65f3 completed May 19, 2026, 3:04 a.m.
NEDg Description generation batch_6a0bd946ceec8190ab8de32b7e7a77e1 completed May 19, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd9c0cddc819087d0fdd087883d13 completed May 19, 2026, 3:32 a.m.
Created at: April 17, 2026, 3:15 p.m.