Triple
T2016201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge, Ontario |
E43999
|
entity |
| Predicate | formedByAmalgamationOf |
P6637
|
FINISHED |
| Object |
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
|
E259613
|
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: Galt, Ontario | Statement: [Cambridge, Ontario, formedByAmalgamationOf, Galt, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Galt, Ontario Context triple: [Cambridge, Ontario, formedByAmalgamationOf, Galt, Ontario]
-
A.
Hillier, Ontario
Hillier, Ontario is a small rural community in Prince Edward County known for its wineries, vineyards, and agricultural landscape.
-
B.
Bloomfield, Ontario
Bloomfield, Ontario is a small village in Prince Edward County known for its historic charm, local shops, and proximity to the region’s wineries and scenic countryside.
-
C.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
D.
Milford, Ontario
Milford, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada.
-
E.
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.
- 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: Galt, Ontario Triple: [Cambridge, Ontario, formedByAmalgamationOf, Galt, Ontario]
Generated description
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Galt, Ontario Target entity description: Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
A.
Hillier, Ontario
Hillier, Ontario is a small rural community in Prince Edward County known for its wineries, vineyards, and agricultural landscape.
-
B.
Bloomfield, Ontario
Bloomfield, Ontario is a small village in Prince Edward County known for its historic charm, local shops, and proximity to the region’s wineries and scenic countryside.
-
C.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
D.
Milford, Ontario
Milford, Ontario is a small rural community located within Prince Edward County in southeastern Ontario, Canada.
-
E.
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.
- 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_69aea84704a08190ac2ddf0370587f14 |
completed | March 9, 2026, 11 a.m. |
| NEDg | Description generation | batch_69aea91ce164819091aa24b287f9fb8e |
completed | March 9, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aea999b864819084134c670e7c5d9c |
completed | March 9, 2026, 11:06 a.m. |
Created at: March 4, 2026, 7:38 p.m.