Triple
T3030034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nambour |
E82871
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
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.
|
E319982
|
NE FINISHED |
How this triple was built (4 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: Nambour railway station | Statement: [Nambour, hasTransport, Nambour railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nambour railway station Context triple: [Nambour, hasTransport, Nambour 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.
Kempsey railway station
Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
-
C.
Bathurst station
Bathurst station is a Toronto Transit Commission subway station located in the city's west end, serving the Bloor–Danforth line and connecting to nearby surface transit routes.
-
D.
Dungog railway station
Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
-
E.
Albury railway station
Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
- 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: Nambour railway station Triple: [Nambour, hasTransport, Nambour railway station]
Generated description
Nambour railway station is a regional train station in Nambour, Queensland, Australia, serving as a key stop on the North Coast railway line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nambour railway station Target entity description: Nambour railway station is a regional train station in Nambour, Queensland, Australia, serving as a key stop on the North Coast railway line.
-
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.
Kempsey railway station
Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
-
C.
Bathurst station
Bathurst station is a Toronto Transit Commission subway station located in the city's west end, serving the Bloor–Danforth line and connecting to nearby surface transit routes.
-
D.
Dungog railway station
Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
-
E.
Albury railway station
Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
- F. None of above. chosen
Provenance (5 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_69ad8b21a62881908ec5dd4fba4a187c |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9aecd384819085d15f701add7c44 |
completed | March 8, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1deb9c9548190b3d36803432b84f6 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1df4acf2881908e969fe0512721bc |
completed | March 11, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1dff55d5881909b14239a4232e617 |
completed | March 11, 2026, 9:34 p.m. |
Created at: March 8, 2026, 3:01 p.m.