Triple
T5622352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Viva bus rapid transit |
E147637
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Town of Markham |
E446612
|
NE FINISHED |
How this triple was built (2 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: Town of Markham | Statement: [Viva bus rapid transit, serves, Town of Markham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Markham Context triple: [Viva bus rapid transit, serves, Town of Markham]
-
A.
Town of Markham
chosen
The Town of Markham is a major suburban municipality in the Greater Toronto Area known for its diverse population, technology and business hubs, and extensive residential communities.
-
B.
Town of Whitchurch-Stouffville
The Town of Whitchurch-Stouffville is a rapidly growing suburban municipality northeast of Toronto known for its mix of rural landscapes, historic village core, and expanding residential communities.
-
C.
Moraviantown
Moraviantown is a First Nations community in Ontario, Canada, historically associated with the Delaware (Lenape) people and the site of the Battle of the Thames during the War of 1812.
-
D.
Willowdale
Willowdale is a large, diverse residential and commercial neighbourhood in the North York district of Toronto, Ontario, known for its high-rise condos, shopping centres, and cultural amenities.
-
E.
Thornhill
Thornhill is a suburban community in the Greater Toronto Area known for its diverse population, residential neighborhoods, and proximity to Toronto.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c00906f2a88190a992c66b13d606d4 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c022133eec819086acb04864dde5ee |
completed | March 22, 2026, 5:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d5da9cc819097281dd6aa405e62 |
completed | March 22, 2026, 8:13 p.m. |
Created at: March 22, 2026, 3:40 p.m.