Triple

T9680395
Position Surface form Disambiguated ID Type / Status
Subject Municipal District of Willow Creek No. 26 E234262 entity
Predicate hasHighway P385 FINISHED
Object 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.
 E823303 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 521 | Statement: [Municipal District of Willow Creek No. 26, hasHighway, Alberta Highway 521]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alberta Highway 521
Context triple: [Municipal District of Willow Creek No. 26, hasHighway, Alberta Highway 521]
  • A. 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.
  • B. Alberta Highway 581
    Alberta Highway 581 is a provincial highway in Alberta, Canada, serving as an east–west connector route between communities north of Calgary.
  • 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 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 43
    Alberta Highway 43 is a major northwestern Alberta route that forms part of the CANAMEX Corridor, connecting the Edmonton region to Grande Prairie and onward toward the British Columbia border.
  • 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 521
Triple: [Municipal District of Willow Creek No. 26, hasHighway, Alberta Highway 521]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alberta Highway 521
Target entity description: 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.
  • A. 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.
  • B. Alberta Highway 581
    Alberta Highway 581 is a provincial highway in Alberta, Canada, serving as an east–west connector route between communities north of Calgary.
  • 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 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 43
    Alberta Highway 43 is a major northwestern Alberta route that forms part of the CANAMEX Corridor, connecting the Edmonton region to Grande Prairie and onward toward the British Columbia border.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c9dcbe881908ae926a5b5eae759 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc3b3d1c819092210b334da3e0d3 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1cd20c7a48190900b583f46f545e1 completed April 5, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd800b6c81909a7de6b79324ad7a completed April 5, 2026, 2:48 a.m.
Created at: March 30, 2026, 8:16 p.m.