Triple
T17881957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highway 2 (Saskatchewan) |
E447107
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Saskatchewan Ministry of Highways
The Saskatchewan Ministry of Highways is the provincial government department responsible for planning, constructing, and maintaining Saskatchewan’s highway and transportation infrastructure network.
|
E1294188
|
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: Saskatchewan Ministry of Highways | Statement: [Highway 2 (Saskatchewan), maintainedBy, Saskatchewan Ministry of Highways]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saskatchewan Ministry of Highways Context triple: [Highway 2 (Saskatchewan), maintainedBy, Saskatchewan Ministry of Highways]
-
A.
Alberta Transportation
Alberta Transportation is the provincial government department responsible for planning, building, and maintaining Alberta’s transportation infrastructure, including highways and related systems.
-
B.
British Columbia Ministry of Transportation and Infrastructure
The British Columbia Ministry of Transportation and Infrastructure is the provincial government department responsible for planning, building, operating, and maintaining British Columbia’s transportation networks and related infrastructure.
-
C.
Ministry of Transportation (Ontario)
The Ministry of Transportation (Ontario) is the provincial government ministry responsible for overseeing Ontario’s transportation systems, including highways, roads, driver and vehicle licensing, and public transit policy.
-
D.
Manitoba Infrastructure
Manitoba Infrastructure is the provincial government department responsible for planning, building, and maintaining Manitoba’s transportation and water-related infrastructure, including major highways and related assets.
-
E.
Government of Saskatchewan
The Government of Saskatchewan is the provincial authority responsible for governing Saskatchewan, administering public services, and implementing laws and policies within the province of Canada.
- 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: Saskatchewan Ministry of Highways Triple: [Highway 2 (Saskatchewan), maintainedBy, Saskatchewan Ministry of Highways]
Generated description
The Saskatchewan Ministry of Highways is the provincial government department responsible for planning, constructing, and maintaining Saskatchewan’s highway and transportation infrastructure network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saskatchewan Ministry of Highways Target entity description: The Saskatchewan Ministry of Highways is the provincial government department responsible for planning, constructing, and maintaining Saskatchewan’s highway and transportation infrastructure network.
-
A.
Alberta Transportation
Alberta Transportation is the provincial government department responsible for planning, building, and maintaining Alberta’s transportation infrastructure, including highways and related systems.
-
B.
British Columbia Ministry of Transportation and Infrastructure
The British Columbia Ministry of Transportation and Infrastructure is the provincial government department responsible for planning, building, operating, and maintaining British Columbia’s transportation networks and related infrastructure.
-
C.
Ministry of Transportation (Ontario)
The Ministry of Transportation (Ontario) is the provincial government ministry responsible for overseeing Ontario’s transportation systems, including highways, roads, driver and vehicle licensing, and public transit policy.
-
D.
Manitoba Infrastructure
Manitoba Infrastructure is the provincial government department responsible for planning, building, and maintaining Manitoba’s transportation and water-related infrastructure, including major highways and related assets.
-
E.
Government of Saskatchewan
The Government of Saskatchewan is the provincial authority responsible for governing Saskatchewan, administering public services, and implementing laws and policies within the province of Canada.
- 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c0f40fc8190b2e615b41829f5df |
completed | April 19, 2026, 9:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313d5d12c81909b56381cddbe355a |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a0314a4fa748190a63ecda792b7669a |
completed | May 12, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0315a8d6e88190b6d532f22dd8088c |
completed | May 12, 2026, 11:57 a.m. |
Created at: April 10, 2026, 10:18 a.m.