Triple
T20735158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | College Street, Sydney |
E509681
|
entity |
| Predicate | hasNearbyTransport |
P1288
|
FINISHED |
| Object | St James railway station, Sydney |
—
|
NE NERFINISHED |
How this triple was built (3 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: St James railway station, Sydney | Statement: [College Street, Sydney, hasNearbyTransport, St James railway station, Sydney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St James railway station, Sydney Context triple: [College Street, Sydney, hasNearbyTransport, St James railway station, Sydney]
-
A.
North Sydney railway station
North Sydney railway station is a major commuter rail hub on Sydney’s North Shore line, serving the North Sydney business district just north of the Sydney Harbour Bridge.
-
B.
Parramatta railway station
Parramatta railway station is a major suburban and intercity train hub in Western Sydney, Australia, serving the busy commercial and residential centre of Parramatta.
-
C.
Strathfield railway station
Strathfield railway station is a major suburban and intercity rail junction in Sydney, New South Wales, serving as a key interchange on the city’s rail network.
-
D.
Burwood railway station, Sydney
Burwood railway station, Sydney is a major suburban train station in Sydney’s Inner West that serves as a key interchange and stop for multiple lines on the Sydney Trains network.
-
E.
Macarthur railway station
Macarthur railway station is a major suburban train station in the Macarthur region of south-western Sydney, New South Wales, Australia, serving as a key terminus and transport hub for the area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St James railway station, Sydney Target entity description: St James railway station, Sydney is an underground heritage-listed train station on the City Circle line serving the central business district of Sydney, Australia.
-
A.
North Sydney railway station
North Sydney railway station is a major commuter rail hub on Sydney’s North Shore line, serving the North Sydney business district just north of the Sydney Harbour Bridge.
-
B.
Parramatta railway station
Parramatta railway station is a major suburban and intercity train hub in Western Sydney, Australia, serving the busy commercial and residential centre of Parramatta.
-
C.
Strathfield railway station
Strathfield railway station is a major suburban and intercity rail junction in Sydney, New South Wales, serving as a key interchange on the city’s rail network.
-
D.
Burwood railway station, Sydney
Burwood railway station, Sydney is a major suburban train station in Sydney’s Inner West that serves as a key interchange and stop for multiple lines on the Sydney Trains network.
-
E.
Macarthur railway station
Macarthur railway station is a major suburban train station in the Macarthur region of south-western Sydney, New South Wales, Australia, serving as a key terminus and transport hub for the area.
- F. None of above. chosen
Provenance (2 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c209348c819084a2f35f36378680 |
completed | April 21, 2026, 12:17 a.m. |
Created at: April 16, 2026, 12:31 p.m.