Triple

T20812428
Position Surface form Disambiguated ID Type / Status
Subject Minden Hills E512345 entity
Predicate hasHighway P385 FINISHED
Object Ontario Highway 118
Ontario Highway 118 is a provincial highway in central Ontario, Canada, that runs through the Muskoka and Haliburton regions, serving as a key east–west route connecting several rural communities and cottage country areas.
E1455759 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 118 | Statement: [Minden Hills, hasHighway, Ontario Highway 118]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 118
Context triple: [Minden Hills, hasHighway, Ontario Highway 118]
  • A. Ontario Highway 115
    Ontario Highway 115 is a major provincial highway in Ontario that connects the Peterborough area with Highway 401 near Newcastle, serving as an important commuter and regional traffic route.
  • B. Ontario Highway 138
    Ontario Highway 138 is a provincial highway in eastern Ontario that serves as a key connector route between Highway 401 near Cornwall and Highway 417 toward Ottawa.
  • C. Ontario Highway 140
    Ontario Highway 140 is a provincial highway in Ontario, Canada, serving as a regional connector route in the Niagara Peninsula.
  • D. Ontario Highway 132
    Ontario Highway 132 is a provincially maintained secondary highway in eastern Ontario that connects the town of Renfrew to communities in Renfrew County through a predominantly rural corridor.
  • E. Ontario Highway 102
    Ontario Highway 102 is a provincial highway in northwestern Ontario that serves as an alternate route to the Trans-Canada Highway near Thunder Bay.
  • 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 118
Triple: [Minden Hills, hasHighway, Ontario Highway 118]
Generated description
Ontario Highway 118 is a provincial highway in central Ontario, Canada, that runs through the Muskoka and Haliburton regions, serving as a key east–west route connecting several rural communities and cottage country areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 118
Target entity description: Ontario Highway 118 is a provincial highway in central Ontario, Canada, that runs through the Muskoka and Haliburton regions, serving as a key east–west route connecting several rural communities and cottage country areas.
  • A. Ontario Highway 115
    Ontario Highway 115 is a major provincial highway in Ontario that connects the Peterborough area with Highway 401 near Newcastle, serving as an important commuter and regional traffic route.
  • B. Ontario Highway 138
    Ontario Highway 138 is a provincial highway in eastern Ontario that serves as a key connector route between Highway 401 near Cornwall and Highway 417 toward Ottawa.
  • C. Ontario Highway 140
    Ontario Highway 140 is a provincial highway in Ontario, Canada, serving as a regional connector route in the Niagara Peninsula.
  • D. Ontario Highway 132
    Ontario Highway 132 is a provincially maintained secondary highway in eastern Ontario that connects the town of Renfrew to communities in Renfrew County through a predominantly rural corridor.
  • E. Ontario Highway 102
    Ontario Highway 102 is a provincial highway in northwestern Ontario that serves as an alternate route to the Trans-Canada Highway near Thunder Bay.
  • 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2d415688190b66adc44d4df9bbb completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09138bea448190853e3193cc033bb2 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a0914ad125c8190bc629321ec2a3a1b completed May 17, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_6a09157461b4819096ab8d77b40f9c9a completed May 17, 2026, 1:10 a.m.
Created at: April 16, 2026, 12:40 p.m.