Triple

T22134663
Position Surface form Disambiguated ID Type / Status
Subject Midland, Ontario E546992 entity
Predicate roadAccessVia P9041 FINISHED
Object Highway 93 (Ontario)
Highway 93 (Ontario) is a provincial highway in central Ontario that connects the city of Barrie to the town of Midland and serves as a key regional transportation route.
 E1528694 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 93 (Ontario) | Statement: [Midland, Ontario, roadAccessVia, Highway 93 (Ontario)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highway 93 (Ontario)
Context triple: [Midland, Ontario, roadAccessVia, Highway 93 (Ontario)]
  • A. Highway 9 (Ontario)
    Highway 9 (Ontario) is a provincial highway in southern Ontario that runs east–west, linking communities north of the Greater Toronto Area and serving as a key regional connector between several major routes.
  • B. Ontario Highway 90
    Ontario Highway 90 is a former provincial highway in central Ontario that primarily served as a connector route between the city of Barrie and Canadian Forces Base Borden.
  • C. Ontario Highway 89
    Ontario Highway 89 is an east–west provincial highway in southern Ontario, Canada, running through predominantly rural and agricultural areas and connecting several small towns and regional routes.
  • D. Ontario Highway 94
    Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
  • E. Ontario Highway 19
    Ontario Highway 19 is a provincial highway in southwestern Ontario that connects several communities, including Stratford, and serves as an important regional transportation route.
  • 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 93 (Ontario)
Triple: [Midland, Ontario, roadAccessVia, Highway 93 (Ontario)]
Generated description
Highway 93 (Ontario) is a provincial highway in central Ontario that connects the city of Barrie to the town of Midland and serves as a key regional transportation route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highway 93 (Ontario)
Target entity description: Highway 93 (Ontario) is a provincial highway in central Ontario that connects the city of Barrie to the town of Midland and serves as a key regional transportation route.
  • A. Highway 9 (Ontario)
    Highway 9 (Ontario) is a provincial highway in southern Ontario that runs east–west, linking communities north of the Greater Toronto Area and serving as a key regional connector between several major routes.
  • B. Ontario Highway 90
    Ontario Highway 90 is a former provincial highway in central Ontario that primarily served as a connector route between the city of Barrie and Canadian Forces Base Borden.
  • C. Ontario Highway 89
    Ontario Highway 89 is an east–west provincial highway in southern Ontario, Canada, running through predominantly rural and agricultural areas and connecting several small towns and regional routes.
  • D. Ontario Highway 94
    Ontario Highway 94 is a provincially maintained secondary highway in Ontario, Canada, serving communities in the Nipissing District near North Bay.
  • E. Ontario Highway 19
    Ontario Highway 19 is a provincial highway in southwestern Ontario that connects several communities, including Stratford, and serves as an important regional transportation route.
  • 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_69e11e39bf348190b541bfa16a7b71e0 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129b8f4248190b6342c8d00942c25 completed April 28, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0abc8f62b481909039b1e4f2dea745 completed May 18, 2026, 7:15 a.m.
NEDg Description generation batch_6a0abe6f29708190b5a770042e06f34b completed May 18, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0abf2d6e988190b1707717e5f20347 completed May 18, 2026, 7:26 a.m.
Created at: April 16, 2026, 8:32 p.m.