Triple
T6016603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Ontario |
E133964
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Walkerton, Ontario
Walkerton, Ontario is a small community in Bruce County best known for a 2000 E. coli water contamination crisis that led to major reforms in Ontario’s water safety regulations.
|
E561275
|
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: Walkerton, Ontario | Statement: [Southwestern Ontario, hasCity, Walkerton, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walkerton, Ontario Context triple: [Southwestern Ontario, hasCity, Walkerton, Ontario]
-
A.
Norval, Ontario
Norval, Ontario is a small historic village in Halton Hills known for its scenic setting along the Credit River and its association with artist Lucy Maud Montgomery.
-
B.
Penetanguishene, Ontario
Penetanguishene, Ontario is a small historic town on the southern tip of Georgian Bay known for its waterfront, naval and military heritage, and bilingual (English/French) community.
-
C.
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.
-
D.
Hearst, Ontario
Hearst, Ontario is a small bilingual (French-English) town in northern Ontario known for its forestry-based economy and strong Franco-Ontarian culture.
-
E.
Picton, Ontario
Picton, Ontario is the main town and commercial hub of Prince Edward County, known for its historic downtown, arts scene, and proximity to popular wine and beach destinations.
- 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: Walkerton, Ontario Triple: [Southwestern Ontario, hasCity, Walkerton, Ontario]
Generated description
Walkerton, Ontario is a small community in Bruce County best known for a 2000 E. coli water contamination crisis that led to major reforms in Ontario’s water safety regulations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walkerton, Ontario Target entity description: Walkerton, Ontario is a small community in Bruce County best known for a 2000 E. coli water contamination crisis that led to major reforms in Ontario’s water safety regulations.
-
A.
Norval, Ontario
Norval, Ontario is a small historic village in Halton Hills known for its scenic setting along the Credit River and its association with artist Lucy Maud Montgomery.
-
B.
Penetanguishene, Ontario
Penetanguishene, Ontario is a small historic town on the southern tip of Georgian Bay known for its waterfront, naval and military heritage, and bilingual (English/French) community.
-
C.
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.
-
D.
Hearst, Ontario
Hearst, Ontario is a small bilingual (French-English) town in northern Ontario known for its forestry-based economy and strong Franco-Ontarian culture.
-
E.
Picton, Ontario
Picton, Ontario is the main town and commercial hub of Prince Edward County, known for its historic downtown, arts scene, and proximity to popular wine and beach destinations.
- 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_69c0087361a48190905c6b55969852b8 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04f82dd688190ad8882d8fb547cb5 |
completed | March 22, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c108b2f09081908e94f1932aad6e58 |
completed | March 23, 2026, 9:32 a.m. |
| NEDg | Description generation | batch_69c10ac9b2a881908da7a06816ce8a60 |
completed | March 23, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10b7621448190957bf32cc1fb2a89 |
completed | March 23, 2026, 9:44 a.m. |
Created at: March 22, 2026, 4:06 p.m.