Triple
T15761843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Traralgon |
E382117
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Traralgon railway station
Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
|
E1175982
|
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: Traralgon railway station | Statement: [Traralgon, hasRailwayStation, Traralgon railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Traralgon railway station Context triple: [Traralgon, hasRailwayStation, Traralgon 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.
Dandenong railway station
Dandenong railway station is a major suburban train station and transport hub in Melbourne’s southeastern suburb of Dandenong, serving multiple rail lines and bus routes.
-
C.
Trangie railway station
Trangie railway station is a regional train stop on the Main West line in New South Wales, Australia, serving the town of Trangie.
-
D.
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.
-
E.
Tallawong station
Tallawong station is a rapid transit station in Sydney, Australia, serving as the northwestern terminus of the Sydney Metro Northwest 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: Traralgon railway station Triple: [Traralgon, hasRailwayStation, Traralgon railway station]
Generated description
Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Traralgon railway station Target entity description: Traralgon railway station is a regional passenger rail station in Traralgon, Victoria, Australia, serving as a key stop on the Gippsland line.
-
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.
Dandenong railway station
Dandenong railway station is a major suburban train station and transport hub in Melbourne’s southeastern suburb of Dandenong, serving multiple rail lines and bus routes.
-
C.
Trangie railway station
Trangie railway station is a regional train stop on the Main West line in New South Wales, Australia, serving the town of Trangie.
-
D.
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.
-
E.
Tallawong station
Tallawong station is a rapid transit station in Sydney, Australia, serving as the northwestern terminus of the Sydney Metro Northwest line.
- 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_69d86d9e6b44819085d1f6a969ecb74c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e050b52c548190a0ffa4493a4eb15c |
completed | April 16, 2026, 3 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff8776c2488190ad27fd79e2ce4e14 |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff8b6c44d081908e35ca17b5ce2189 |
completed | May 9, 2026, 7:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8ca1c1f08190aeb6f7421d54c2de |
completed | May 9, 2026, 7:36 p.m. |
Created at: April 10, 2026, 4:47 a.m.