Triple
T4704302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Regional Municipality of Durham |
E104351
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Northumberland County, Ontario
Northumberland County, Ontario is a predominantly rural upper-tier municipality in southeastern Ontario, Canada, known for its small towns, agricultural lands, and Lake Ontario shoreline east of the Greater Toronto Area.
|
E462133
|
NE FINISHED |
How this triple was built (4 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: Northumberland County, Ontario | Statement: [Regional Municipality of Durham, borderedBy, Northumberland County, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northumberland County, Ontario Context triple: [Regional Municipality of Durham, borderedBy, Northumberland County, Ontario]
-
A.
Essex County, Ontario
Essex County, Ontario is a predominantly rural and suburban county in southwestern Ontario known for its agriculture, proximity to Windsor and Detroit, and location along the shores of Lake Erie.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Haldimand County
Haldimand County is a rural single-tier municipality in southwestern Ontario, Canada, located along the north shore of Lake Erie.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northumberland County, Ontario Triple: [Regional Municipality of Durham, borderedBy, Northumberland County, Ontario]
Generated description
Northumberland County, Ontario is a predominantly rural upper-tier municipality in southeastern Ontario, Canada, known for its small towns, agricultural lands, and Lake Ontario shoreline east of the Greater Toronto Area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northumberland County, Ontario Target entity description: Northumberland County, Ontario is a predominantly rural upper-tier municipality in southeastern Ontario, Canada, known for its small towns, agricultural lands, and Lake Ontario shoreline east of the Greater Toronto Area.
-
A.
Essex County, Ontario
Essex County, Ontario is a predominantly rural and suburban county in southwestern Ontario known for its agriculture, proximity to Windsor and Detroit, and location along the shores of Lake Erie.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Haldimand County
Haldimand County is a rural single-tier municipality in southwestern Ontario, Canada, located along the north shore of Lake Erie.
- F. None of above. chosen
Provenance (5 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63d1e9c48190bad5f7d68bf0f622 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03d074348190a19092fa02a0bb39 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be050e0f488190804c512e7cc17c56 |
completed | March 21, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05a6bed081909c8d8830fb103610 |
completed | March 21, 2026, 2:42 a.m. |
Created at: March 20, 2026, 1:17 p.m.