Triple
T8165471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neustadt, Ontario, Canada |
E190679
|
entity |
| Predicate | hasNearbyUrbanCentre |
P36605
|
FINISHED |
| Object | Walkerton, Ontario |
E561275
|
NE FINISHED |
How this triple was built (2 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: [Neustadt, Ontario, Canada, hasNearbyUrbanCentre, Walkerton, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walkerton, Ontario Context triple: [Neustadt, Ontario, Canada, hasNearbyUrbanCentre, Walkerton, Ontario]
-
A.
Walkerton, Ontario
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Horton, Ontario
Horton, Ontario is a rural township in Renfrew County known for its agricultural landscape and proximity to the Ottawa River in eastern Ontario, Canada.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82c0ef14819083713f4473dd847c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb466698108190ba6aa625e9182b2a |
completed | March 31, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf3ed24c8190b4874e63fcaa50a9 |
completed | April 1, 2026, 6:46 a.m. |
Created at: March 30, 2026, 5:38 p.m.