Triple
T8012773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand River Transit |
E186533
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object |
North Dumfries, Ontario
North Dumfries, Ontario is a rural township in the Regional Municipality of Waterloo known for its agricultural landscape, small communities like Ayr, and proximity to the cities of Cambridge and Kitchener.
|
E707457
|
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: North Dumfries, Ontario | Statement: [Grand River Transit, operatesIn, North Dumfries, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Dumfries, Ontario Context triple: [Grand River Transit, operatesIn, North Dumfries, Ontario]
-
A.
Northport, Ontario
Northport, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada, known for its scenic waterfront and agricultural surroundings.
-
B.
Rossmore, Ontario
Rossmore, Ontario is a small community located in Prince Edward County in southeastern Ontario, Canada, known as a residential and service hub just south of Belleville.
-
C.
Thamesville, Ontario
Thamesville, Ontario is a small rural community in southwestern Ontario known for its agricultural surroundings and location near the Thames River.
-
D.
Avonmore, Ontario
Avonmore, Ontario is a small rural community in Eastern Ontario, Canada, situated within the former Stormont County and known for its agricultural surroundings and close-knit village character.
-
E.
Norval, Ontario
Norval, Ontario is a small historic village in Halton Hills known for its scenic setting along the Credit River and its association with artist Lucy Maud Montgomery.
- 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: North Dumfries, Ontario Triple: [Grand River Transit, operatesIn, North Dumfries, Ontario]
Generated description
North Dumfries, Ontario is a rural township in the Regional Municipality of Waterloo known for its agricultural landscape, small communities like Ayr, and proximity to the cities of Cambridge and Kitchener.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Dumfries, Ontario Target entity description: North Dumfries, Ontario is a rural township in the Regional Municipality of Waterloo known for its agricultural landscape, small communities like Ayr, and proximity to the cities of Cambridge and Kitchener.
-
A.
Northport, Ontario
Northport, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada, known for its scenic waterfront and agricultural surroundings.
-
B.
Rossmore, Ontario
Rossmore, Ontario is a small community located in Prince Edward County in southeastern Ontario, Canada, known as a residential and service hub just south of Belleville.
-
C.
Thamesville, Ontario
Thamesville, Ontario is a small rural community in southwestern Ontario known for its agricultural surroundings and location near the Thames River.
-
D.
Avonmore, Ontario
Avonmore, Ontario is a small rural community in Eastern Ontario, Canada, situated within the former Stormont County and known for its agricultural surroundings and close-knit village character.
-
E.
Norval, Ontario
Norval, Ontario is a small historic village in Halton Hills known for its scenic setting along the Credit River and its association with artist Lucy Maud Montgomery.
- 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_69ca82abaffc8190ab8af79cdbc31ab3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3d73bf048190ad8066a7e95c34b0 |
completed | March 31, 2026, 3:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56acfcf88190a0e694f60f2907d2 |
completed | March 31, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69cc58a9e94081908980e2c60be38642 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cb791b48190bd5004b518d23f84 |
completed | March 31, 2026, 11:45 p.m. |
Created at: March 30, 2026, 5:19 p.m.