Triple

T21023626
Position Surface form Disambiguated ID Type / Status
Subject Cold Lake, Alberta E517879 entity
Predicate hasHighway P385 FINISHED
Object Alberta Highway 55
Alberta Highway 55 is an east–west provincial highway in northern Alberta that connects several communities, including the city of Cold Lake, as part of the region’s primary transportation network.
 E1473594 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: Alberta Highway 55 | Statement: [Cold Lake, Alberta, hasHighway, Alberta Highway 55]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alberta Highway 55
Context triple: [Cold Lake, Alberta, hasHighway, Alberta Highway 55]
  • A. Alberta Highway 58
    Alberta Highway 58 is a provincial highway in northern Alberta, Canada, that serves as a key east–west transportation route connecting remote communities and resource areas.
  • 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. Alberta Highway 519
    Alberta Highway 519 is a provincial roadway in southern Alberta, Canada, that serves as an important east–west connector through rural agricultural areas including the Municipal District of Willow Creek No. 26.
  • D. 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.
  • E. Alberta Highway 521
    Alberta Highway 521 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: Alberta Highway 55
Triple: [Cold Lake, Alberta, hasHighway, Alberta Highway 55]
Generated description
Alberta Highway 55 is an east–west provincial highway in northern Alberta that connects several communities, including the city of Cold Lake, as part of the region’s primary transportation network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alberta Highway 55
Target entity description: Alberta Highway 55 is an east–west provincial highway in northern Alberta that connects several communities, including the city of Cold Lake, as part of the region’s primary transportation network.
  • A. Alberta Highway 58
    Alberta Highway 58 is a provincial highway in northern Alberta, Canada, that serves as a key east–west transportation route connecting remote communities and resource areas.
  • 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. Alberta Highway 519
    Alberta Highway 519 is a provincial roadway in southern Alberta, Canada, that serves as an important east–west connector through rural agricultural areas including the Municipal District of Willow Creek No. 26.
  • D. 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.
  • E. Alberta Highway 521
    Alberta Highway 521 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_69e0b50262b081909bc488937145eb73 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc5f5bcc8190ab5fcc467703f0ef completed April 21, 2026, 4:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986d1a7548190a73635d4541ee377 completed May 17, 2026, 9:13 a.m.
NEDg Description generation batch_6a09876a38788190b2cef66b9d0c2f73 completed May 17, 2026, 9:16 a.m.
NED2 Entity disambiguation (via description) batch_6a09881c2d4c8190ab2cdf5dc99a43b0 completed May 17, 2026, 9:19 a.m.
Created at: April 16, 2026, 1:55 p.m.