Triple
T4940872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yorkton |
E110928
|
entity |
| Predicate | hasHighwayConnection |
P385
|
FINISHED |
| Object |
Highway 10 (Saskatchewan)
Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
|
E481249
|
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 10 (Saskatchewan) | Statement: [Yorkton, hasHighwayConnection, Highway 10 (Saskatchewan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway 10 (Saskatchewan) Context triple: [Yorkton, hasHighwayConnection, Highway 10 (Saskatchewan)]
-
A.
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.
-
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 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.
-
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.
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.
- 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 10 (Saskatchewan) Triple: [Yorkton, hasHighwayConnection, Highway 10 (Saskatchewan)]
Generated description
Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway 10 (Saskatchewan) Target entity description: Highway 10 (Saskatchewan) is a major provincial highway in southeastern Saskatchewan that serves as a key transportation route connecting communities such as Yorkton to the broader regional road network.
-
A.
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.
-
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 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.
-
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.
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.
- 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_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_69be77c19090819084f6b98d22c2b3a0 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be79617a788190a2e7ae0a234002da |
completed | March 21, 2026, 10:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be79ce18a48190a61880aaa00f02e0 |
completed | March 21, 2026, 10:58 a.m. |
Created at: March 20, 2026, 1:31 p.m.