Triple

T4940872
Position Surface form Disambiguated ID Type / Status
Subject Yorkton E110928 entity
Predicate hasHighwayConnection P385 FINISHED
Object Highway 10 (Saskatchewan)
Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
E481249 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 10 (Saskatchewan) | Statement: [Yorkton, hasHighwayConnection, Highway 10 (Saskatchewan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 10 (Saskatchewan)
Context triple: [Yorkton, hasHighwayConnection, Highway 10 (Saskatchewan)]
  • A. 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.
  • B. Alberta Highway 2
    Alberta Highway 2 is a major north–south provincial highway in Alberta, Canada, connecting several key cities and regions and serving as one of the province’s primary transportation corridors.
  • C. Alberta Highway 88
    Alberta Highway 88 is a provincial highway in northern Alberta, Canada, that serves as a key route connecting communities near Lesser Slave Lake and providing access to remote resource and recreational areas.
  • D. Alberta Highway 4
    Alberta Highway 4 is a major north–south highway in southern Alberta, Canada, that serves as the primary route between Lethbridge and the U.S. border at Coutts.
  • E. Manitoba Highway 59
    Manitoba Highway 59 is a major north–south provincial highway in Manitoba, Canada, that connects the U.S. border to Winnipeg and continues on toward the eastern shores of Lake Winnipeg.
  • 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 10 (Saskatchewan)
Triple: [Yorkton, hasHighwayConnection, Highway 10 (Saskatchewan)]
Generated description
Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 10 (Saskatchewan)
Target entity description: Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
  • A. 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.
  • B. Alberta Highway 2
    Alberta Highway 2 is a major north–south provincial highway in Alberta, Canada, connecting several key cities and regions and serving as one of the province’s primary transportation corridors.
  • C. Alberta Highway 88
    Alberta Highway 88 is a provincial highway in northern Alberta, Canada, that serves as a key route connecting communities near Lesser Slave Lake and providing access to remote resource and recreational areas.
  • D. Alberta Highway 4
    Alberta Highway 4 is a major north–south highway in southern Alberta, Canada, that serves as the primary route between Lethbridge and the U.S. border at Coutts.
  • E. Manitoba Highway 59
    Manitoba Highway 59 is a major north–south provincial highway in Manitoba, Canada, that connects the U.S. border to Winnipeg and continues on toward the eastern shores of Lake Winnipeg.
  • 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_69bd4415eee08190bdce70276e56a5b4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd708ba9888190baf4e79c8f159e9f completed March 20, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77c19090819084f6b98d22c2b3a0 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be79617a788190a2e7ae0a234002da completed March 21, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_69be79ce18a48190a61880aaa00f02e0 completed March 21, 2026, 10:58 a.m.
Created at: March 20, 2026, 1:31 p.m.