Triple
T22699525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkerton, Ontario |
E561275
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
Ontario Highway 4
Ontario Highway 4 is a provincial highway in southwestern Ontario that runs north–south through several communities, connecting rural areas and small towns to larger regional routes.
|
E1564706
|
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: Ontario Highway 4 | Statement: [Walkerton, Ontario, roadAccessVia, Ontario Highway 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ontario Highway 4 Context triple: [Walkerton, Ontario, roadAccessVia, Ontario Highway 4]
-
A.
Ontario Highway 48
Ontario Highway 48 is a provincial highway in south-central Ontario that serves as a key regional route connecting communities north of Toronto, including the town of Georgina.
-
B.
Ontario Highway 41
Ontario Highway 41 is a provincial highway in eastern Ontario, Canada, that runs north–south through rural communities and scenic countryside, connecting the Ottawa Valley with regions to the south.
-
C.
Ontario Highway 7
Ontario Highway 7 is a major provincial highway in Ontario, Canada, running east–west across the southern part of the province and connecting numerous communities between Southwestern and Eastern Ontario.
-
D.
Ontario Highway 8
Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
-
E.
Ontario Highway 2
Ontario Highway 2 is a historic east–west provincial highway in Ontario, Canada, that runs parallel to the north shore of Lake Ontario and Lake Erie, connecting numerous communities across southern Ontario.
- 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: Ontario Highway 4 Triple: [Walkerton, Ontario, roadAccessVia, Ontario Highway 4]
Generated description
Ontario Highway 4 is a provincial highway in southwestern Ontario that runs north–south through several communities, connecting rural areas and small towns to larger regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ontario Highway 4 Target entity description: Ontario Highway 4 is a provincial highway in southwestern Ontario that runs north–south through several communities, connecting rural areas and small towns to larger regional routes.
-
A.
Ontario Highway 48
Ontario Highway 48 is a provincial highway in south-central Ontario that serves as a key regional route connecting communities north of Toronto, including the town of Georgina.
-
B.
Ontario Highway 41
Ontario Highway 41 is a provincial highway in eastern Ontario, Canada, that runs north–south through rural communities and scenic countryside, connecting the Ottawa Valley with regions to the south.
-
C.
Ontario Highway 7
Ontario Highway 7 is a major provincial highway in Ontario, Canada, running east–west across the southern part of the province and connecting numerous communities between Southwestern and Eastern Ontario.
-
D.
Ontario Highway 8
Ontario Highway 8 is a provincially maintained highway in southwestern Ontario that connects several communities, including Stratford, to larger regional routes and urban centers.
-
E.
Ontario Highway 2
Ontario Highway 2 is a historic east–west provincial highway in Ontario, Canada, that runs parallel to the north shore of Lake Ontario and Lake Erie, connecting numerous communities across southern Ontario.
- 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_69e2454e615481909c177440be559d2c |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f178c944748190a0712983f7059114 |
completed | April 29, 2026, 3:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd3597ba88190adb9fcc6f4cf65f3 |
completed | May 19, 2026, 3:04 a.m. |
| NEDg | Description generation | batch_6a0bd946ceec8190ab8de32b7e7a77e1 |
completed | May 19, 2026, 3:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bd9c0cddc819087d0fdd087883d13 |
completed | May 19, 2026, 3:32 a.m. |
Created at: April 17, 2026, 3:15 p.m.