Triple
T10764834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Hamilton area |
E253926
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Glanbrook, Ontario
Glanbrook, Ontario is a largely rural and suburban community on the southern edge of Hamilton known for its agricultural lands, Hamilton International Airport, and growing residential developments.
|
E895878
|
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: Glanbrook, Ontario | Statement: [Greater Hamilton area, hasPart, Glanbrook, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glanbrook, Ontario Context triple: [Greater Hamilton area, hasPart, Glanbrook, Ontario]
-
A.
Brooklin, Ontario
Brooklin, Ontario is a rapidly growing community within the town of Whitby, Ontario, known for its suburban character and role as a residential hub northeast of Toronto.
-
B.
Brock, Ontario
Brock, Ontario is a rural township in the northern part of Durham Region, Ontario, known for its small communities along the eastern shore of Lake Simcoe and its agricultural and recreational character.
-
C.
Stoney Creek, Ontario
Stoney Creek, Ontario is a suburban community on the south shore of Lake Ontario that forms part of the city of Hamilton and is known for its residential neighborhoods, historic sites, and access to the Niagara Escarpment.
-
D.
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
E.
Kleinburg, Ontario
Kleinburg, Ontario is a small, historic village in Vaughan best known as the scenic home of the McMichael Canadian Art Collection and its surrounding conservation lands.
- 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: Glanbrook, Ontario Triple: [Greater Hamilton area, hasPart, Glanbrook, Ontario]
Generated description
Glanbrook, Ontario is a largely rural and suburban community on the southern edge of Hamilton known for its agricultural lands, Hamilton International Airport, and growing residential developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glanbrook, Ontario Target entity description: Glanbrook, Ontario is a largely rural and suburban community on the southern edge of Hamilton known for its agricultural lands, Hamilton International Airport, and growing residential developments.
-
A.
Brooklin, Ontario
Brooklin, Ontario is a rapidly growing community within the town of Whitby, Ontario, known for its suburban character and role as a residential hub northeast of Toronto.
-
B.
Brock, Ontario
Brock, Ontario is a rural township in the northern part of Durham Region, Ontario, known for its small communities along the eastern shore of Lake Simcoe and its agricultural and recreational character.
-
C.
Stoney Creek, Ontario
Stoney Creek, Ontario is a suburban community on the south shore of Lake Ontario that forms part of the city of Hamilton and is known for its residential neighborhoods, historic sites, and access to the Niagara Escarpment.
-
D.
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
E.
Kleinburg, Ontario
Kleinburg, Ontario is a small, historic village in Vaughan best known as the scenic home of the McMichael Canadian Art Collection and its surrounding conservation lands.
- 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d731a5d5248190badfc5a8ab0215d6 |
completed | April 9, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e23b436efc819080022105e3f5f2e1 |
completed | April 17, 2026, 1:53 p.m. |
| NEDg | Description generation | batch_69e2453f6f008190847298f4006290f7 |
completed | April 17, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e288b1d64c8190b31313634b706d0a |
completed | April 17, 2026, 7:23 p.m. |
Created at: April 8, 2026, 9:16 p.m.