Triple
T5307486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Hamilton |
E120137
|
entity |
| Predicate | hasNeighbour |
P5707
|
FINISHED |
| Object | Haldimand County |
E214015
|
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: Haldimand County | Statement: [City of Hamilton, hasNeighbour, Haldimand County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haldimand County Context triple: [City of Hamilton, hasNeighbour, Haldimand County]
-
A.
Haldimand County
chosen
Haldimand County is a rural single-tier municipality in southwestern Ontario, Canada, located along the north shore of Lake Erie.
-
B.
Simcoe County
Simcoe County is a regional municipality in central Ontario, Canada, known for its mix of rural communities, growing urban centers, and recreational areas along Georgian Bay and Lake Simcoe.
-
C.
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.
-
D.
County of Brant
The County of Brant is a predominantly rural single-tier municipality in southwestern Ontario, Canada, surrounding but administratively separate from the city of Brantford.
-
E.
Lambton County
Lambton County is a predominantly rural county in southwestern Ontario, Canada, known for its petrochemical industry hub in Sarnia and its location along the shores of Lake Huron and the St. Clair River.
- 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_69bf10fb59ac8190ad23ea4f77a8c0e7 |
completed | March 21, 2026, 9:43 p.m. |
Created at: March 20, 2026, 1:53 p.m.