Triple
T9382882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Preston, Ontario |
E225828
|
entity |
| Predicate | mergedWith |
P77
|
FINISHED |
| Object | Hespeler, Ontario |
E225829
|
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: Hespeler, Ontario | Statement: [Preston, Ontario, mergedWith, Hespeler, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hespeler, Ontario Context triple: [Preston, Ontario, mergedWith, Hespeler, Ontario]
-
A.
Hespeler, Ontario
chosen
Hespeler, Ontario is a historic former town now functioning as a distinct community within the city of Cambridge in the Regional Municipality of Waterloo.
-
B.
Hastings, Ontario
Hastings, Ontario is a small village in Northumberland County, Canada, known for its scenic waterfront, recreational fishing, and role as a gateway between Rice Lake and the Trent-Severn Waterway.
-
C.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
D.
Huntsville, Ontario
Huntsville, Ontario is a town in the Muskoka region of central Ontario known as a popular gateway to cottage country and nearby Algonquin Provincial Park.
-
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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50c11d648190b03cedbce0b72c60 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100ddec0c8190854fb5db36e840db |
completed | April 4, 2026, 12:15 p.m. |
Created at: March 30, 2026, 7:44 p.m.