Triple
T12349644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GO Bus |
E294448
|
entity |
| Predicate | hub |
P423
|
FINISHED |
| Object | Brampton GO Bus Terminal |
E169053
|
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: Brampton GO Bus Terminal | Statement: [GO Bus, hub, Brampton GO Bus Terminal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brampton GO Bus Terminal Context triple: [GO Bus, hub, Brampton GO Bus Terminal]
-
A.
Brampton GO Station
chosen
Brampton GO Station is a commuter rail and bus transit hub in Brampton, Ontario, serving GO Transit and regional passengers on the Kitchener line.
-
B.
Downtown Brampton Terminal
Downtown Brampton Terminal is the main bus transit hub in Brampton, Ontario, serving as a central connection point for local and regional routes.
-
C.
York Mills Bus Terminal
York Mills Bus Terminal is a major intercity and regional transit facility in Toronto, Ontario, serving as a key connection point for GO Transit buses and local public transportation.
-
D.
Brantford Transit Terminal
Brantford Transit Terminal is the main bus station and passenger hub for local public transit services in Brantford, Ontario, Canada.
-
E.
Bramalea GO Station
Bramalea GO Station is a commuter rail and bus station in the Bramalea area of Brampton, Ontario, serving GO Transit and regional passengers in the Greater Toronto Area.
- 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_69d6ab6ccbec8190b09e2d357aa80064 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f7cbff08190849cd2aec4ce3243 |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63ef437d08190b09132fa090504a5 |
completed | May 2, 2026, 6:14 p.m. |
Created at: April 8, 2026, 9:53 p.m.