Triple
T9382918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hespeler, Ontario |
E225829
|
entity |
| Predicate | hasHeritageDistrict |
P295
|
FINISHED |
| Object | Hespeler Village core |
E225832
|
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 Village core | Statement: [Hespeler, Ontario, hasHeritageDistrict, Hespeler Village core]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hespeler Village core Context triple: [Hespeler, Ontario, hasHeritageDistrict, Hespeler Village core]
-
A.
Downtown Hespeler
chosen
Downtown Hespeler is the historic core of the former town of Hespeler, now part of Cambridge, Ontario, known for its preserved 19th- and early 20th-century streetscape, riverside setting, and small-town commercial character.
-
B.
Hespeler, Ontario
Hespeler, Ontario is a historic former town now functioning as a distinct community within the city of Cambridge in the Regional Municipality of Waterloo.
-
C.
Burnaby Hill, Hamilton
Burnaby Hill, Hamilton is a notable street or area within the city of Hamilton in Pembroke Parish, Bermuda.
-
D.
Vankleek Hill
Vankleek Hill is a small Ontario town known for its historic Victorian architecture, vibrant arts scene, and annual festivals such as the Vankleek Hill Fair and Oktoberfest.
-
E.
Hillier, Ontario
Hillier, Ontario is a small rural community in Prince Edward County known for its wineries, vineyards, and agricultural landscape.
- 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.