Triple
T14820997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sydney to Blue Mountains Intercity Line |
E348449
|
entity |
| Predicate | rollingStock |
P1305
|
FINISHED |
| Object | NSW TrainLink D set (Mariyung) (planned/introducing) |
E344902
|
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: NSW TrainLink D set (Mariyung) (planned/introducing) | Statement: [Sydney to Blue Mountains Intercity Line, rollingStock, NSW TrainLink D set (Mariyung) (planned/introducing)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NSW TrainLink D set (Mariyung) (planned/introducing) Context triple: [Sydney to Blue Mountains Intercity Line, rollingStock, NSW TrainLink D set (Mariyung) (planned/introducing)]
-
A.
NSW TrainLink V set (historical)
The NSW TrainLink V set (historical) is a class of double-deck intercity electric multiple unit trains that formerly operated long-distance commuter and regional services in New South Wales, Australia.
-
B.
Sydney Trains M set (Millennium) trains
Sydney Trains M set (Millennium) trains are a class of modern, air-conditioned electric multiple unit passenger trains operating on the Sydney Trains suburban network in New South Wales, Australia.
-
C.
Intercity D set (Mariyung)
chosen
The Intercity D set (Mariyung) is a modern electric multiple unit fleet built for New South Wales’ intercity rail services, featuring updated passenger amenities and accessibility improvements over older rolling stock.
-
D.
Sydney Trains B set (Waratah Series 2) trains
The Sydney Trains B set (Waratah Series 2) trains are modern, air-conditioned suburban electric multiple units operating across the Sydney Trains network, featuring improved passenger comfort, accessibility, and safety systems.
-
E.
Sydney Trains H set (OSCAR) trains
Sydney Trains H set (OSCAR) trains are a fleet of air-conditioned, double-deck electric multiple units used for suburban and intercity passenger services across the Sydney Trains network.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe64328819083ce42704cf0602d |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389bc06c8190a8269c07677d9c35 |
completed | May 8, 2026, 7:25 p.m. |
Created at: April 10, 2026, 1:50 a.m.