Triple
T3977530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kuranda Scenic Railway |
E85678
|
entity |
| Predicate | endpointStation |
P34947
|
FINISHED |
| Object |
Cairns railway station
Cairns railway station is a major rail terminus in Cairns, Queensland, serving as a key gateway for regional and tourist rail services in Far North Queensland.
|
E403394
|
NE FINISHED |
How this triple was built (5 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: Cairns railway station | Statement: [Kuranda Scenic Railway, endpointStation, Cairns railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cairns railway station Context triple: [Kuranda Scenic Railway, endpointStation, Cairns railway station]
-
A.
Coffs Harbour railway station
Coffs Harbour railway station is a regional New South Wales TrainLink station on the North Coast line serving the coastal city of Coffs Harbour, Australia.
-
B.
Ourimbah railway station
Ourimbah railway station is a regional New South Wales train station on the Central Coast & Newcastle Line, serving the suburb of Ourimbah between Gosford and Newcastle.
-
C.
Nambour railway station
Nambour railway station is a regional train station in Nambour, Queensland, Australia, serving as a key stop on the North Coast railway line.
-
D.
Junee railway station
Junee railway station is a historic regional rail station in Junee, New South Wales, Australia, serving as a key junction on the Main South line and a notable example of Victorian-era railway architecture.
-
E.
Yass Junction railway station
Yass Junction railway station is a regional railway station in New South Wales, Australia, serving the town of Yass on the Main Southern railway line.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cairns railway station Triple: [Kuranda Scenic Railway, endpointStation, Cairns railway station]
Generated description
Cairns railway station is a major rail terminus in Cairns, Queensland, serving as a key gateway for regional and tourist rail services in Far North Queensland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cairns railway station Target entity description: Cairns railway station is a major rail terminus in Cairns, Queensland, serving as a key gateway for regional and tourist rail services in Far North Queensland.
-
A.
Coffs Harbour railway station
Coffs Harbour railway station is a regional New South Wales TrainLink station on the North Coast line serving the coastal city of Coffs Harbour, Australia.
-
B.
Ourimbah railway station
Ourimbah railway station is a regional New South Wales train station on the Central Coast & Newcastle Line, serving the suburb of Ourimbah between Gosford and Newcastle.
-
C.
Nambour railway station
Nambour railway station is a regional train station in Nambour, Queensland, Australia, serving as a key stop on the North Coast railway line.
-
D.
Junee railway station
Junee railway station is a historic regional rail station in Junee, New South Wales, Australia, serving as a key junction on the Main South line and a notable example of Victorian-era railway architecture.
-
E.
Yass Junction railway station
Yass Junction railway station is a regional railway station in New South Wales, Australia, serving the town of Yass on the Main Southern railway line.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: endpointStation Context triple: [Kuranda Scenic Railway, endpointStation, Cairns railway station]
-
A.
hasEndpointStation
chosen
Indicates that something (such as a route, line, or service) has a specific station as one of its terminal endpoints.
-
B.
terminusStation
Indicates that a station serves as the final endpoint or terminal stop for a given route or service.
-
C.
stationName
Indicates the name assigned to a particular station in the relationship.
-
D.
startingStation
Indicates the station or location where a journey, route, or trip begins.
-
E.
stationNumber
Indicates the specific station identifier or code assigned to an entity within a system or network.
- F. None of above.
Provenance (6 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_69aed93908348190a26c8aaf4fab3e86 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaca33e4819091957c7915857a42 |
completed | March 9, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5401dd24481908d143a9da6786757 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b5417d951c8190974f8449dd643eab |
completed | March 14, 2026, 11:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5421a2fd4819094e82aec70837aeb |
completed | March 14, 2026, 11:10 a.m. |
| PD | Predicate disambiguation | batch_69aef8f252b081909749d40440d372b2 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:33 p.m.