Triple
T21135142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Frontenac |
E520796
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Oak Flats, Ontario
Oak Flats, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
|
E1467763
|
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: Oak Flats, Ontario | Statement: [South Frontenac, hasSettlement, Oak Flats, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oak Flats, Ontario Context triple: [South Frontenac, hasSettlement, Oak Flats, Ontario]
-
A.
Caledonia, Ontario
Caledonia, Ontario is a community on the Grand River in southern Ontario known for its historic bridges, small-town character, and role as the primary population centre of Haldimand County.
-
B.
Petawawa, Ontario
Petawawa, Ontario is a town in eastern Ontario best known for hosting Canadian Forces Base Petawawa, one of Canada’s largest military installations.
-
C.
Greenstone, Ontario
Greenstone, Ontario is a large, sparsely populated municipality in Northwestern Ontario that encompasses several small communities, including Longlac, and is known for its forestry, mining, and outdoor recreation.
-
D.
Goderich, Ontario
Goderich, Ontario is a historic town on the eastern shore of Lake Huron, known for its picturesque waterfront, distinctive octagonal town square, and reputation as one of Canada’s most beautiful communities.
-
E.
Ansnorveldt, Ontario
Ansnorveldt, Ontario is a small rural community in the Township of King known for its agricultural character and proximity to the Holland Marsh farming area.
- 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: Oak Flats, Ontario Triple: [South Frontenac, hasSettlement, Oak Flats, Ontario]
Generated description
Oak Flats, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oak Flats, Ontario Target entity description: Oak Flats, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
-
A.
Caledonia, Ontario
Caledonia, Ontario is a community on the Grand River in southern Ontario known for its historic bridges, small-town character, and role as the primary population centre of Haldimand County.
-
B.
Petawawa, Ontario
Petawawa, Ontario is a town in eastern Ontario best known for hosting Canadian Forces Base Petawawa, one of Canada’s largest military installations.
-
C.
Greenstone, Ontario
Greenstone, Ontario is a large, sparsely populated municipality in Northwestern Ontario that encompasses several small communities, including Longlac, and is known for its forestry, mining, and outdoor recreation.
-
D.
Goderich, Ontario
Goderich, Ontario is a historic town on the eastern shore of Lake Huron, known for its picturesque waterfront, distinctive octagonal town square, and reputation as one of Canada’s most beautiful communities.
-
E.
Ansnorveldt, Ontario
Ansnorveldt, Ontario is a small rural community in the Township of King known for its agricultural character and proximity to the Holland Marsh farming area.
- 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e723592fd48190ba5977a1b229d51e |
completed | April 21, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965f3d5388190b4e647d3a5821f56 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a09669ac9988190ba5ec8bcf8dc7eb4 |
completed | May 17, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0967821ce08190a23d22439c343f49 |
completed | May 17, 2026, 7 a.m. |
Created at: April 16, 2026, 2:57 p.m.