Triple
T1873168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton, Ontario |
E39079
|
entity |
| Predicate | regionalMunicipality |
P852
|
FINISHED |
| Object | Regional Municipality of Halton |
E105331
|
NE FINISHED |
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: Regional Municipality of Halton | Statement: [Milton, Ontario, regionalMunicipality, Regional Municipality of Halton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regional Municipality of Halton Context triple: [Milton, Ontario, regionalMunicipality, Regional Municipality of Halton]
-
A.
Regional Municipality of Halton
chosen
The Regional Municipality of Halton is an upper-tier municipal government in Ontario, Canada, encompassing rapidly growing suburban and semi-rural communities west of Toronto, including Burlington, Oakville, Milton, and Halton Hills.
-
B.
Regional Municipality of Waterloo
The Regional Municipality of Waterloo is an upper-tier municipal government in Ontario, Canada, that administers and coordinates regional services for several cities and townships, including Kitchener, Waterloo, and Cambridge.
-
C.
Regional Municipality of York
The Regional Municipality of York is an upper-tier municipal government in Ontario, Canada, responsible for regional services such as transportation, policing, and public health across several local municipalities north of Toronto.
-
D.
Regional Municipality of Peel
The Regional Municipality of Peel is a large upper-tier municipal government in Ontario, Canada, encompassing the cities of Mississauga and Brampton and the town of Caledon within the Greater Toronto Area.
-
E.
Regional Municipality of Durham
The Regional Municipality of Durham is a large upper-tier municipal region in Ontario, Canada, encompassing several cities and towns east of Toronto and providing regional services such as transit, policing, and planning.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regionalMunicipality Context triple: [Milton, Ontario, regionalMunicipality, Regional Municipality of Halton]
-
A.
boroughOrCommunityArea
Indicates that one place is a borough or community area subdivision within the jurisdiction or boundaries of another place.
-
B.
arealRegion
Indicates that something occupies or pertains to a specific two-dimensional geographic or spatial area.
-
C.
homeCityRegion
Indicates the city or broader regional area that serves as an entity’s primary place of residence or origin.
-
D.
municipality
chosen
Indicates that one entity is a municipality (a local administrative unit) in which the other entity is located or which it governs.
-
E.
macroArea
Indicates a broad geographic or regional grouping within which an entity (such as a language or location) is situated.
- F. None of above.
Provenance (4 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_69a8862f7074819096afe7fe65e179e9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0f79fbc819085c54f3189a552d9 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6522bb448190ae50a476da53fcda |
completed | March 9, 2026, 6:13 a.m. |
| PD | Predicate disambiguation | batch_69abafe2b56c81909e13d543982e6e13 |
completed | March 7, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:34 p.m.