Triple
T5307488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Hamilton |
E120137
|
entity |
| Predicate | hasNeighbour |
P5707
|
FINISHED |
| Object | Niagara Region |
E269787
|
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: Niagara Region | Statement: [City of Hamilton, hasNeighbour, Niagara Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niagara Region Context triple: [City of Hamilton, hasNeighbour, Niagara Region]
-
A.
Niagara Region
Niagara Region is a regional municipality in southeastern Ontario, Canada, known for Niagara Falls, wineries, and its location between Lake Ontario and Lake Erie.
-
B.
Peel Region
Peel Region is a regional municipality in the Greater Toronto Area of Ontario, Canada, that includes the cities of Mississauga and Brampton and the town of Caledon.
-
C.
Parry Sound District
Parry Sound District is a sparsely populated administrative region in central-northern Ontario known for its rugged Canadian Shield landscape, numerous lakes, and outdoor recreation.
-
D.
Quinte Region
The Quinte Region is an area of southeastern Ontario, Canada, centered around the Bay of Quinte and including communities such as Belleville and Quinte West, known for its waterfront, tourism, and mixed urban-rural character.
-
E.
Regional Municipality of Niagara
chosen
The Regional Municipality of Niagara is an upper-tier municipal government in Ontario, Canada, encompassing several cities and towns in the Niagara Peninsula, including Welland, and overseeing regional services such as transportation, planning, and public health.
- 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_69bd44704be88190acdb2ac481b0ff55 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd851ee8908190814b695723247016 |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18869a188190a0588783244c9964 |
completed | March 21, 2026, 10:15 p.m. |
Created at: March 20, 2026, 1:53 p.m.