Triple

T23456020
Position Surface form Disambiguated ID Type / Status
Subject Canora, Saskatchewan, Canada E567923 entity
Predicate highwayServedBy P385 FINISHED
Object Highway 5 (Saskatchewan)
Highway 5 (Saskatchewan) is a major east–west provincial highway in Saskatchewan, Canada, connecting several rural communities and towns across the central part of the province.
E1586327 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 5 (Saskatchewan) | Statement: [Canora, Saskatchewan, Canada, highwayServedBy, Highway 5 (Saskatchewan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 5 (Saskatchewan)
Context triple: [Canora, Saskatchewan, Canada, highwayServedBy, Highway 5 (Saskatchewan)]
  • A. Highway 533 (Alberta)
    Highway 533 (Alberta) is a provincial highway in southern Alberta that serves as an east–west connector route passing through the town of Nanton.
  • B. Highway 1 (Saskatchewan)
    Highway 1 (Saskatchewan) is the Saskatchewan segment of the Trans-Canada Highway, serving as a major east–west transportation corridor across the province.
  • C. Highway 11 (Saskatchewan)
    Highway 11 (Saskatchewan) is a major north–south provincial highway in Saskatchewan, Canada, connecting the cities of Regina and Saskatoon and serving as a key transportation corridor in the province.
  • D. Alberta Highway 5
    Alberta Highway 5 is a provincial highway in southern Alberta, Canada, that runs through communities such as Cardston and connects them to larger regional routes and destinations.
  • E. Highway 44 (Saskatchewan)
    Highway 44 (Saskatchewan) is a provincial highway in south-central Saskatchewan that runs through predominantly rural, agricultural areas and provides access to key infrastructure such as the Gardiner Dam and Lake Diefenbaker.
  • 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 5 (Saskatchewan)
Triple: [Canora, Saskatchewan, Canada, highwayServedBy, Highway 5 (Saskatchewan)]
Generated description
Highway 5 (Saskatchewan) is a major east–west provincial highway in Saskatchewan, Canada, connecting several rural communities and towns across the central part of the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 5 (Saskatchewan)
Target entity description: Highway 5 (Saskatchewan) is a major east–west provincial highway in Saskatchewan, Canada, connecting several rural communities and towns across the central part of the province.
  • A. Highway 533 (Alberta)
    Highway 533 (Alberta) is a provincial highway in southern Alberta that serves as an east–west connector route passing through the town of Nanton.
  • B. Highway 1 (Saskatchewan)
    Highway 1 (Saskatchewan) is the Saskatchewan segment of the Trans-Canada Highway, serving as a major east–west transportation corridor across the province.
  • C. Highway 11 (Saskatchewan)
    Highway 11 (Saskatchewan) is a major north–south provincial highway in Saskatchewan, Canada, connecting the cities of Regina and Saskatoon and serving as a key transportation corridor in the province.
  • D. Alberta Highway 5
    Alberta Highway 5 is a provincial highway in southern Alberta, Canada, that runs through communities such as Cardston and connects them to larger regional routes and destinations.
  • E. Highway 44 (Saskatchewan)
    Highway 44 (Saskatchewan) is a provincial highway in south-central Saskatchewan that runs through predominantly rural, agricultural areas and provides access to key infrastructure such as the Gardiner Dam and Lake Diefenbaker.
  • 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a696e6c48190a7159292cfe3362f completed April 29, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67c3bda88190b1f16a7cc21c1a93 completed May 19, 2026, 1:38 p.m.
NEDg Description generation batch_6a0c7218a358819082d8b19b57b61013 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76e904b08190a5329a3ed56291dc completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:53 p.m.