Triple

T20829745
Position Surface form Disambiguated ID Type / Status
Subject Highway 1 (Alberta) E512796 entity
Predicate hasInterchangeWith P1018 FINISHED
Object Deerfoot Trail (Highway 2) in Calgary
Deerfoot Trail (Highway 2) in Calgary is a major north–south freeway and the city’s primary expressway, carrying heavy commuter and through traffic along the eastern side of Calgary.
E1452636 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: Deerfoot Trail (Highway 2) in Calgary | Statement: [Highway 1 (Alberta), hasInterchangeWith, Deerfoot Trail (Highway 2) in Calgary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deerfoot Trail (Highway 2) in Calgary
Context triple: [Highway 1 (Alberta), hasInterchangeWith, Deerfoot Trail (Highway 2) in Calgary]
  • A. Alberta Highway 23
    Alberta Highway 23 is a provincial highway in southern Alberta, Canada, that serves as a regional connector route through several rural municipalities and farming communities.
  • B. Alberta Highway 22
    Alberta Highway 22, commonly known as the Cowboy Trail, is a scenic north–south highway in Alberta, Canada, that runs along the eastern slopes of the Rocky Mountains and connects numerous rural communities and ranchlands.
  • C. Alberta Highway 16
    Alberta Highway 16, also known as the Yellowhead Highway, is a major east–west transportation corridor across central Alberta that forms part of the Trans-Canada Highway system.
  • D. Alberta Highway 216
    Alberta Highway 216 is a major ring road around Edmonton, Alberta, commonly known as Anthony Henday Drive, that facilitates high-capacity bypass and commuter traffic around the city.
  • E. Alberta Highway 520
    Alberta Highway 520 is a provincial roadway in southern Alberta, Canada, that serves as a regional connector route through rural areas including the Municipal District of Willow Creek No. 26.
  • 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: Deerfoot Trail (Highway 2) in Calgary
Triple: [Highway 1 (Alberta), hasInterchangeWith, Deerfoot Trail (Highway 2) in Calgary]
Generated description
Deerfoot Trail (Highway 2) in Calgary is a major north–south freeway and the city’s primary expressway, carrying heavy commuter and through traffic along the eastern side of Calgary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deerfoot Trail (Highway 2) in Calgary
Target entity description: Deerfoot Trail (Highway 2) in Calgary is a major north–south freeway and the city’s primary expressway, carrying heavy commuter and through traffic along the eastern side of Calgary.
  • A. Alberta Highway 23
    Alberta Highway 23 is a provincial highway in southern Alberta, Canada, that serves as a regional connector route through several rural municipalities and farming communities.
  • B. Alberta Highway 22
    Alberta Highway 22, commonly known as the Cowboy Trail, is a scenic north–south highway in Alberta, Canada, that runs along the eastern slopes of the Rocky Mountains and connects numerous rural communities and ranchlands.
  • C. Alberta Highway 16
    Alberta Highway 16, also known as the Yellowhead Highway, is a major east–west transportation corridor across central Alberta that forms part of the Trans-Canada Highway system.
  • D. Alberta Highway 216
    Alberta Highway 216 is a major ring road around Edmonton, Alberta, commonly known as Anthony Henday Drive, that facilitates high-capacity bypass and commuter traffic around the city.
  • E. Alberta Highway 520
    Alberta Highway 520 is a provincial roadway in southern Alberta, Canada, that serves as a regional connector route through rural areas including the Municipal District of Willow Creek No. 26.
  • 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_69e0b4ce39108190a6e8e5df4f1c8dc5 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c32030c081908249449aae5925c8 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0900808ae48190ad706c5de31acbd4 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09016ee480819085bfe8ab3ee79b88 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09024abbd081908d47b3f9f5d28561 completed May 16, 2026, 11:48 p.m.
Created at: April 16, 2026, 12:42 p.m.