Triple

T15463133
Position Surface form Disambiguated ID Type / Status
Subject Ohsweken, Ontario E371952 entity
Predicate roadAccessVia P9041 FINISHED
Object Highway 54 (Ontario)
Highway 54 (Ontario) is a provincial highway in southwestern Ontario that connects communities such as Ohsweken to the broader regional road network.
 E1158988 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: Highway 54 (Ontario) | Statement: [Ohsweken, Ontario, roadAccessVia, Highway 54 (Ontario)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highway 54 (Ontario)
Context triple: [Ohsweken, Ontario, roadAccessVia, Highway 54 (Ontario)]
  • A. Ontario Highway 542
    Ontario Highway 542 is a secondary provincial highway that serves as a key east–west route across Manitoulin Island in Ontario, Canada.
  • B. Ontario Highway 58
    Ontario Highway 58 is a provincial highway in Ontario, Canada, that serves the Niagara region, connecting communities such as Welland and providing access to local and regional routes.
  • C. Ontario Highway 551
    Ontario Highway 551 is a provincially maintained secondary highway on Manitoulin Island in Ontario, Canada, connecting communities in and around Central Manitoulin.
  • D. 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.
  • E. 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.
  • 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: Highway 54 (Ontario)
Triple: [Ohsweken, Ontario, roadAccessVia, Highway 54 (Ontario)]
Generated description
Highway 54 (Ontario) is a provincial highway in southwestern Ontario that connects communities such as Ohsweken to the broader regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highway 54 (Ontario)
Target entity description: Highway 54 (Ontario) is a provincial highway in southwestern Ontario that connects communities such as Ohsweken to the broader regional road network.
  • A. Ontario Highway 542
    Ontario Highway 542 is a secondary provincial highway that serves as a key east–west route across Manitoulin Island in Ontario, Canada.
  • B. Ontario Highway 58
    Ontario Highway 58 is a provincial highway in Ontario, Canada, that serves the Niagara region, connecting communities such as Welland and providing access to local and regional routes.
  • C. Ontario Highway 551
    Ontario Highway 551 is a provincially maintained secondary highway on Manitoulin Island in Ontario, Canada, connecting communities in and around Central Manitoulin.
  • D. 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.
  • E. 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.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f1927708190a0d2b63e75469a0e completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2cff942081908a2f5351079666a3 completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2ed38a8c8190af82acf2a90a1433 completed May 9, 2026, 12:55 p.m.
NED2 Entity disambiguation (via description) batch_69ff2f3ab6988190b4cefe2f55c4101c completed May 9, 2026, 12:57 p.m.
Created at: April 10, 2026, 3:32 a.m.