Triple
T8960556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toronto–Barrie corridor |
E213990
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Southern Ontario transportation network
The Southern Ontario transportation network is an integrated system of highways, rail lines, public transit, and freight routes that connects major urban centers like Toronto with surrounding regions to support commuter travel and economic activity.
|
E770382
|
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: Southern Ontario transportation network | Statement: [Toronto–Barrie corridor, partOf, Southern Ontario transportation network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Ontario transportation network Context triple: [Toronto–Barrie corridor, partOf, Southern Ontario transportation network]
-
A.
Southern Ontario
Southern Ontario is the densely populated, industrial and economic heartland of Ontario, Canada, encompassing major cities such as Toronto, Hamilton, and London.
-
B.
Toronto–Barrie corridor
The Toronto–Barrie corridor is a major urban and commuter travel corridor in Ontario linking the Greater Toronto Area with the city of Barrie and surrounding communities.
-
C.
Toronto–Niagara Falls corridor
The Toronto–Niagara Falls corridor is a major transportation and travel route in Southern Ontario linking the Greater Toronto Area with the Niagara Falls region and the U.S. border.
-
D.
Toronto–Sudbury
Toronto–Sudbury is an intercity bus route in Ontario, Canada, connecting the provincial capital Toronto with the northern city of Sudbury.
-
E.
Southwestern Ontario
Southwestern Ontario is a populous and economically diverse region of southern Ontario, Canada, encompassing cities like London and Windsor and known for its agriculture, manufacturing, and proximity to the Great Lakes and U.S. border.
- 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: Southern Ontario transportation network Triple: [Toronto–Barrie corridor, partOf, Southern Ontario transportation network]
Generated description
The Southern Ontario transportation network is an integrated system of highways, rail lines, public transit, and freight routes that connects major urban centers like Toronto with surrounding regions to support commuter travel and economic activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Ontario transportation network Target entity description: The Southern Ontario transportation network is an integrated system of highways, rail lines, public transit, and freight routes that connects major urban centers like Toronto with surrounding regions to support commuter travel and economic activity.
-
A.
Southern Ontario
Southern Ontario is the densely populated, industrial and economic heartland of Ontario, Canada, encompassing major cities such as Toronto, Hamilton, and London.
-
B.
Toronto–Barrie corridor
The Toronto–Barrie corridor is a major urban and commuter travel corridor in Ontario linking the Greater Toronto Area with the city of Barrie and surrounding communities.
-
C.
Toronto–Niagara Falls corridor
The Toronto–Niagara Falls corridor is a major transportation and travel route in Southern Ontario linking the Greater Toronto Area with the Niagara Falls region and the U.S. border.
-
D.
Toronto–Sudbury
Toronto–Sudbury is an intercity bus route in Ontario, Canada, connecting the provincial capital Toronto with the northern city of Sudbury.
-
E.
Southwestern Ontario
Southwestern Ontario is a populous and economically diverse region of southern Ontario, Canada, encompassing cities like London and Windsor and known for its agriculture, manufacturing, and proximity to the Great Lakes and U.S. border.
- 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_69ca839cd6008190a1546a701a56710c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6746fbf88190aba658b4b9c2e4b0 |
completed | April 1, 2026, 12:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc94ab868819080ff3fc7532a3874 |
completed | April 3, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69cfcd33936c8190bcbb0861e330b895 |
completed | April 3, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcdd61ff8819097ca9662aa42cb4a |
completed | April 3, 2026, 2:25 p.m. |
Created at: March 30, 2026, 7 p.m.