Triple

T4940873
Position Surface form Disambiguated ID Type / Status
Subject Yorkton E110928 entity
Predicate hasHighwayConnection P385 FINISHED
Object Highway 16 (Yellowhead Highway)
Highway 16 (Yellowhead Highway) is a major east–west transportation corridor in Western Canada that forms part of the Trans-Canada Highway system, running through the Prairie provinces and British Columbia.
E123221 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 16 (Yellowhead Highway) | Statement: [Yorkton, hasHighwayConnection, Highway 16 (Yellowhead Highway)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 16 (Yellowhead Highway)
Context triple: [Yorkton, hasHighwayConnection, Highway 16 (Yellowhead Highway)]
  • A. 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.
  • B. 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.
  • C. Trans-Canada Highway
    The Trans-Canada Highway is a coast-to-coast national highway system spanning Canada, serving as a primary route for cross-country travel and commerce.
  • 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. 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.
  • 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 16 (Yellowhead Highway)
Triple: [Yorkton, hasHighwayConnection, Highway 16 (Yellowhead Highway)]
Generated description
Highway 16 (Yellowhead Highway) is a major east–west transportation corridor in Western Canada that forms part of the Trans-Canada Highway system, running through the Prairie provinces and British Columbia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 16 (Yellowhead Highway)
Target entity description: Highway 16 (Yellowhead Highway) is a major east–west transportation corridor in Western Canada that forms part of the Trans-Canada Highway system, running through the Prairie provinces and British Columbia.
  • A. 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.
  • B. 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.
  • C. Trans-Canada Highway chosen
    The Trans-Canada Highway is a coast-to-coast national highway system spanning Canada, serving as a primary route for cross-country travel and commerce.
  • 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. 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.
  • F. None of above.

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_69be89eb6cac8190b82bef41062fc8f1 completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8e2f9ed48190b05b4cb4f173a501 completed March 21, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_69be8e7a52a081908910686229c42745 completed March 21, 2026, 12:26 p.m.
Created at: March 20, 2026, 1:31 p.m.