Triple
T23495967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham Badlands |
E571705
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Cheltenham, Ontario |
—
|
NE NERFINISHED |
How this triple was built (3 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: Cheltenham, Ontario | Statement: [Cheltenham Badlands, near, Cheltenham, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham, Ontario Context triple: [Cheltenham Badlands, near, Cheltenham, Ontario]
-
A.
Thamesville, Ontario
Thamesville, Ontario is a small rural community in southwestern Ontario known for its agricultural surroundings and location near the Thames River.
-
B.
Southampton, Ontario
Southampton, Ontario is a small lakeside community on the shores of Lake Huron in Bruce County, known for its sandy beaches, historic charm, and popular summer tourism.
-
C.
Schomberg, Ontario
Schomberg, Ontario is a small historic village in the township of King known for its rural charm, annual community events, and picturesque Main Street.
-
D.
Tavistock, Ontario
Tavistock, Ontario is a small rural community in southwestern Ontario known for its agricultural roots and strong Mennonite and German cultural heritage.
-
E.
Latimer, Ontario
Latimer, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham, Ontario Target entity description: Cheltenham, Ontario is a small rural community in Caledon, Ontario, known for its scenic countryside and proximity to the distinctive Cheltenham Badlands.
-
A.
Thamesville, Ontario
Thamesville, Ontario is a small rural community in southwestern Ontario known for its agricultural surroundings and location near the Thames River.
-
B.
Southampton, Ontario
Southampton, Ontario is a small lakeside community on the shores of Lake Huron in Bruce County, known for its sandy beaches, historic charm, and popular summer tourism.
-
C.
Schomberg, Ontario
Schomberg, Ontario is a small historic village in the township of King known for its rural charm, annual community events, and picturesque Main Street.
-
D.
Tavistock, Ontario
Tavistock, Ontario is a small rural community in southwestern Ontario known for its agricultural roots and strong Mennonite and German cultural heritage.
-
E.
Latimer, Ontario
Latimer, Ontario is a small rural community located within the township of South Frontenac in eastern Ontario, Canada.
- F. None of above. chosen
Provenance (2 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_69e245b4829881909b77a70e942bbd54 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a7e00384819092729319a378d4ab |
completed | April 29, 2026, 6:40 a.m. |
Created at: April 17, 2026, 6:05 p.m.