Triple
T8279055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ontario Northland bus services |
E193620
|
entity |
| Predicate | operatesRoute |
P3695
|
FINISHED |
| Object |
Toronto–Sudbury
Toronto–Sudbury is an intercity bus route in Ontario, Canada, connecting the provincial capital Toronto with the northern city of Sudbury.
|
E723195
|
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: Toronto–Sudbury | Statement: [Ontario Northland bus services, operatesRoute, Toronto–Sudbury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toronto–Sudbury Context triple: [Ontario Northland bus services, operatesRoute, Toronto–Sudbury]
-
A.
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.
-
B.
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.
-
C.
Oshawa
Oshawa is a city in southern Ontario, Canada, known historically as a major automotive manufacturing center and part of the Greater Toronto Area.
-
D.
Toronto–St. Paul’s
Toronto–St. Paul’s is a midtown Toronto municipal ward and provincial/federal electoral district known for its diverse, largely residential neighbourhoods and strong cultural and commercial corridors.
-
E.
Renfrew—Nipissing—Pembroke
Renfrew—Nipissing—Pembroke is a federal electoral district in eastern Ontario, Canada, encompassing a largely rural area northwest of Ottawa that is represented in the House of Commons.
- 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: Toronto–Sudbury Triple: [Ontario Northland bus services, operatesRoute, Toronto–Sudbury]
Generated description
Toronto–Sudbury is an intercity bus route in Ontario, Canada, connecting the provincial capital Toronto with the northern city of Sudbury.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toronto–Sudbury Target entity description: Toronto–Sudbury is an intercity bus route in Ontario, Canada, connecting the provincial capital Toronto with the northern city of Sudbury.
-
A.
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.
-
B.
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.
-
C.
Oshawa
Oshawa is a city in southern Ontario, Canada, known historically as a major automotive manufacturing center and part of the Greater Toronto Area.
-
D.
Toronto–St. Paul’s
Toronto–St. Paul’s is a midtown Toronto municipal ward and provincial/federal electoral district known for its diverse, largely residential neighbourhoods and strong cultural and commercial corridors.
-
E.
Renfrew—Nipissing—Pembroke
Renfrew—Nipissing—Pembroke is a federal electoral district in eastern Ontario, Canada, encompassing a largely rural area northwest of Ottawa that is represented in the House of Commons.
- 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_69ca82e217a48190880695635c44b2ed |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb79ece5708190a1569bcfad5b3644 |
completed | March 31, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6863c22c8190b888a23bb9005712 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d5441248190a9e32281dc8e8d62 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e20f71c8190959319c6683a2810 |
completed | April 1, 2026, 8:20 p.m. |
Created at: March 30, 2026, 5:51 p.m.