Triple
T16423298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Galt Professionals |
E398873
|
entity |
| Predicate | geographicArea |
P25535
|
FINISHED |
| Object | Waterloo County, Ontario |
E784662
|
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: Waterloo County, Ontario | Statement: [Galt Professionals, geographicArea, Waterloo County, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterloo County, Ontario Context triple: [Galt Professionals, geographicArea, Waterloo County, Ontario]
-
A.
Simcoe County, Ontario, Canada
Simcoe County, Ontario, Canada is a regional municipality north of Toronto known for its mix of rural communities, growing urban centers, and popular recreational areas along Lake Simcoe and Georgian Bay.
-
B.
Waterloo County
chosen
Waterloo County was a historic regional municipality in southwestern Ontario, Canada, that encompassed communities such as Berlin (now Kitchener) and served as an important agricultural and industrial hub before being replaced by the Regional Municipality of Waterloo.
-
C.
Middlesex County, Ontario
Middlesex County, Ontario is a predominantly rural and suburban county in southwestern Ontario that includes communities such as Strathroy-Caradoc and surrounds (but is administratively separate from) the City of London.
-
D.
Wellington County, Ontario
Wellington County, Ontario is a predominantly rural upper-tier municipality in southwestern Ontario, Canada, known for its agricultural communities, small towns, and proximity to the city of Guelph.
-
E.
Dufferin County
Dufferin County is an upper-tier municipal region in south-central Ontario, Canada, known for its rural communities, natural landscapes, and the town of Orangeville as its largest urban centre.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328f911b88190b19de52a1f700af8 |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c70aaa08190bf88210c0b491fc1 |
completed | May 10, 2026, 8:06 a.m. |
Created at: April 10, 2026, 5:09 a.m.