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.