Triple

T4876480
Position Surface form Disambiguated ID Type / Status
Subject Lesser Slave Lake E109215 entity
Predicate hasNearbyHighway P385 FINISHED
Object 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.
E479414 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 88 | Statement: [Lesser Slave Lake, hasNearbyHighway, Alberta Highway 88]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alberta Highway 88
Context triple: [Lesser Slave Lake, hasNearbyHighway, Alberta Highway 88]
  • A. 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.
  • 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 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.
  • D. 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.
  • E. British Columbia Highway 5
    British Columbia Highway 5, also known as the Coquihalla Highway along much of its route, is a major north–south transportation corridor in British Columbia connecting the Lower Mainland with the province’s Interior.
  • 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 88
Triple: [Lesser Slave Lake, hasNearbyHighway, Alberta Highway 88]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alberta Highway 88
Target entity description: 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.
  • A. 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.
  • 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 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.
  • D. 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.
  • E. British Columbia Highway 5
    British Columbia Highway 5, also known as the Coquihalla Highway along much of its route, is a major north–south transportation corridor in British Columbia connecting the Lower Mainland with the province’s Interior.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fb5da2c8190aeec7d6d11b12b11 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be712338a08190a5a2adc0762d5dcd completed March 21, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69be717c175c8190b007e98f24af80ad completed March 21, 2026, 10:22 a.m.
Created at: March 20, 2026, 1:27 p.m.