Triple
T14543469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robina, Gold Coast |
E341227
|
entity |
| Predicate | hasTransportHub |
P2413
|
FINISHED |
| Object | Robina railway station precinct |
E390930
|
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: Robina railway station precinct | Statement: [Robina, Gold Coast, hasTransportHub, Robina railway station precinct]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robina railway station precinct Context triple: [Robina, Gold Coast, hasTransportHub, Robina railway station precinct]
-
A.
Robina railway station
chosen
Robina railway station is a major suburban train station on Queensland’s Gold Coast, serving the suburb of Robina and connecting it to Brisbane and other regional destinations.
-
B.
Redland railway station
Redland railway station is a suburban railway stop in Bristol, England, serving local commuter services on the Severn Beach Line.
-
C.
Royal Park railway station
Royal Park railway station is a suburban train station in Melbourne, Australia, serving passengers on the Upfield railway line.
-
D.
Burwood railway station
Burwood railway station is a suburban train station in Melbourne, Australia, serving the local community on the Alamein line.
-
E.
Mooroolbark railway station
Mooroolbark railway station is a suburban commuter rail station in Melbourne, Victoria, serving the local community with services operated by Metro Trains.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb1be5a8081909bf727e28a5bba4a |
completed | April 14, 2026, 9:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94afc95c8190ae4aff12c9d69c88 |
completed | May 8, 2026, 7:45 a.m. |
Created at: April 10, 2026, 1:22 a.m.