Triple

T7194756
Position Surface form Disambiguated ID Type / Status
Subject Blenheim E168583 entity
Predicate roadAccessVia P9041 FINISHED
Object Ontario Highway 401 (nearby)
Ontario Highway 401 is one of Canada's busiest and most important expressways, running across southern Ontario and serving as a major transportation corridor for commuters and commercial traffic.
E649466 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 401 (nearby) | Statement: [Blenheim, roadAccessVia, Ontario Highway 401 (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 401 (nearby)
Context triple: [Blenheim, roadAccessVia, Ontario Highway 401 (nearby)]
  • A. Ontario Highway 40 (nearby)
    Ontario Highway 40 is a provincial highway in southwestern Ontario that serves as a key north–south route connecting communities such as Chatham-Kent to major regional roads and highways.
  • B. Ontario Highway 404
    Ontario Highway 404 is a major north–south controlled-access freeway in the Greater Toronto Area that connects Toronto to communities in York Region and extends toward Georgina, Ontario.
  • C. Ontario Highway 148
    Ontario Highway 148 is a provincial highway in eastern Ontario that runs along the Ottawa River, connecting communities in Renfrew County to the Quebec border.
  • D. 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.
  • E. Highway 417
    Highway 417 is a major controlled-access highway in eastern Ontario, Canada, serving as the primary route through Ottawa and forming part of the Trans-Canada Highway.
  • 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 401 (nearby)
Triple: [Blenheim, roadAccessVia, Ontario Highway 401 (nearby)]
Generated description
Ontario Highway 401 is one of Canada's busiest and most important expressways, running across southern Ontario and serving as a major transportation corridor for commuters and commercial traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Highway 401 (nearby)
Target entity description: Ontario Highway 401 is one of Canada's busiest and most important expressways, running across southern Ontario and serving as a major transportation corridor for commuters and commercial traffic.
  • A. Ontario Highway 40 (nearby)
    Ontario Highway 40 is a provincial highway in southwestern Ontario that serves as a key north–south route connecting communities such as Chatham-Kent to major regional roads and highways.
  • B. Ontario Highway 404
    Ontario Highway 404 is a major north–south controlled-access freeway in the Greater Toronto Area that connects Toronto to communities in York Region and extends toward Georgina, Ontario.
  • C. Ontario Highway 148
    Ontario Highway 148 is a provincial highway in eastern Ontario that runs along the Ottawa River, connecting communities in Renfrew County to the Quebec border.
  • D. 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.
  • E. Highway 417
    Highway 417 is a major controlled-access highway in eastern Ontario, Canada, serving as the primary route through Ottawa and forming part of the Trans-Canada Highway.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e9050164819081fd6a11d10f9833 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bf9b8ff48190a561035f754922e9 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c08e0db88190ac0142980288cd72 completed March 28, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1576818819087ad2d847f140433 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:51 p.m.