Triple
T2016202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, Ontario |
E43999
|
entity |
| Predicate | formedByAmalgamationOf |
P6637
|
FINISHED |
| Object |
Preston, Ontario
Preston, Ontario was a former town in southern Ontario that became part of the city of Cambridge through municipal amalgamation.
|
E225828
|
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: Preston, Ontario | Statement: [Cambridge, Ontario, formedByAmalgamationOf, Preston, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Preston, Ontario Context triple: [Cambridge, Ontario, formedByAmalgamationOf, Preston, Ontario]
-
A.
Prescott, Ontario
Prescott, Ontario is a small historic town on the north shore of the St. Lawrence River in eastern Ontario, Canada, known for its strategic location and 19th-century military heritage.
-
B.
Peterborough, Ontario
Peterborough, Ontario is a mid-sized Canadian city known for its historic role in the development of the Kawartha Lakes region, its Trent-Severn Waterway lock system, and its mix of manufacturing, education, and outdoor recreation.
-
C.
Pickering, Ontario
Pickering, Ontario is a suburban city in the eastern Greater Toronto Area known for its residential communities, waterfront along Lake Ontario, and proximity to major transportation corridors.
-
D.
Midland, Ontario
Midland, Ontario is a small town on Georgian Bay known as a gateway to the picturesque 30,000 Islands region and a hub for boating, tourism, and cottage country.
-
E.
Pembroke, Ontario
Pembroke, Ontario is a small city in eastern Ontario, Canada, known as the "Heart of the Ottawa Valley" and serving as a regional service and commercial center along the Ottawa River.
- 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: Preston, Ontario Triple: [Cambridge, Ontario, formedByAmalgamationOf, Preston, Ontario]
Generated description
Preston, Ontario was a former town in southern Ontario that became part of the city of Cambridge through municipal amalgamation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Preston, Ontario Target entity description: Preston, Ontario was a former town in southern Ontario that became part of the city of Cambridge through municipal amalgamation.
-
A.
Prescott, Ontario
Prescott, Ontario is a small historic town on the north shore of the St. Lawrence River in eastern Ontario, Canada, known for its strategic location and 19th-century military heritage.
-
B.
Peterborough, Ontario
Peterborough, Ontario is a mid-sized Canadian city known for its historic role in the development of the Kawartha Lakes region, its Trent-Severn Waterway lock system, and its mix of manufacturing, education, and outdoor recreation.
-
C.
Pickering, Ontario
Pickering, Ontario is a suburban city in the eastern Greater Toronto Area known for its residential communities, waterfront along Lake Ontario, and proximity to major transportation corridors.
-
D.
Midland, Ontario
Midland, Ontario is a small town on Georgian Bay known as a gateway to the picturesque 30,000 Islands region and a hub for boating, tourism, and cottage country.
-
E.
Pembroke, Ontario
Pembroke, Ontario is a small city in eastern Ontario, Canada, known as the "Heart of the Ottawa Valley" and serving as a regional service and commercial center along the Ottawa River.
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8cb16048190bc626685fbb5f707 |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0aef0fe88190adf9cd218cf7d8b4 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0c1ea0388190b44af2223517129e |
completed | March 8, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c7719e881909059cef2c513a05a |
completed | March 8, 2026, 11:55 p.m. |
Created at: March 4, 2026, 7:38 p.m.