Triple
T22970764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Region of Halton |
E571179
|
entity |
| Predicate | includesMunicipality |
P14658
|
FINISHED |
| Object | Town of Oakville |
—
|
NE NERFINISHED |
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: Town of Oakville | Statement: [Region of Halton, includesMunicipality, Town of Oakville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Oakville Context triple: [Region of Halton, includesMunicipality, Town of Oakville]
-
A.
Town of Whitchurch-Stouffville
The Town of Whitchurch-Stouffville is a rapidly growing suburban municipality northeast of Toronto known for its mix of rural landscapes, historic village core, and expanding residential communities.
-
B.
Oakville, Ontario
chosen
Oakville, Ontario is a suburban town on Lake Ontario in the Greater Toronto Area, known for its affluent neighborhoods, harbors, and vibrant arts and cultural scene.
-
C.
Town of Innisfil
The Town of Innisfil is a growing lakeside municipality in Simcoe County, Ontario, Canada, located on the western shore of Lake Simcoe south of Barrie.
-
D.
Town of Markham
The Town of Markham is a major suburban municipality in the Greater Toronto Area known for its diverse population, technology and business hubs, and extensive residential communities.
-
E.
Whitchurch-Stouffville, Ontario
Whitchurch-Stouffville, Ontario is a rapidly growing town in the Greater Toronto Area known for its blend of suburban communities, historic village core, and surrounding agricultural and natural landscapes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e245b2c6548190a0e4c7f2f7df2d48 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1823272c4819083e4653d231facec |
completed | April 29, 2026, 3:59 a.m. |
Created at: April 17, 2026, 3:48 p.m.