Triple
T14931128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cooran |
E372266
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Cooran railway station
Cooran railway station is a regional passenger railway stop on Queensland's North Coast line serving the town of Cooran in Australia.
|
E1127706
|
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: Cooran railway station | Statement: [Cooran, hasRailwayStation, Cooran railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooran railway station Context triple: [Cooran, hasRailwayStation, Cooran railway station]
-
A.
Tooronga railway station
Tooronga railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local area on the city’s Glen Waverley line.
-
B.
Carrum railway station
Carrum railway station is a suburban commuter rail stop in Melbourne, Australia, serving the bayside suburb of Carrum on the city’s metropolitan train network.
-
C.
Mernda railway station
Mernda railway station is a suburban commuter rail station in Melbourne, Australia, serving the outer-northern suburb of Mernda as part of the city's metropolitan train network.
-
D.
Kananook railway station
Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
-
E.
Booval railway station
Booval railway station is a suburban passenger rail station in Booval, Queensland, Australia, serving the Ipswich and Brisbane metropolitan area.
- 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: Cooran railway station Triple: [Cooran, hasRailwayStation, Cooran railway station]
Generated description
Cooran railway station is a regional passenger railway stop on Queensland's North Coast line serving the town of Cooran in Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooran railway station Target entity description: Cooran railway station is a regional passenger railway stop on Queensland's North Coast line serving the town of Cooran in Australia.
-
A.
Tooronga railway station
Tooronga railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local area on the city’s Glen Waverley line.
-
B.
Carrum railway station
Carrum railway station is a suburban commuter rail stop in Melbourne, Australia, serving the bayside suburb of Carrum on the city’s metropolitan train network.
-
C.
Mernda railway station
Mernda railway station is a suburban commuter rail station in Melbourne, Australia, serving the outer-northern suburb of Mernda as part of the city's metropolitan train network.
-
D.
Kananook railway station
Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
-
E.
Booval railway station
Booval railway station is a suburban passenger rail station in Booval, Queensland, Australia, serving the Ipswich and Brisbane metropolitan area.
- 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded64550dc8190ba44120df00ba498 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72c728948190a1cfc62f4038b6ec |
completed | May 8, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69fe771e361481908b58eb38f804f650 |
completed | May 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe77fef3d88190afbd7839c4625226 |
completed | May 8, 2026, 11:55 p.m. |
Created at: April 10, 2026, 2:36 a.m.