Triple
T7626489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glen Waverley line |
E172645
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
East Malvern railway station
East Malvern railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the Glen Waverley line.
|
E677724
|
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: East Malvern railway station | Statement: [Glen Waverley line, hasStation, East Malvern railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Malvern railway station Context triple: [Glen Waverley line, hasStation, East Malvern railway station]
-
A.
Moreland railway station
Moreland railway station is a suburban commuter rail stop in Melbourne, Australia, serving the inner-northern suburbs on the city’s metropolitan train network.
-
B.
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.
-
C.
Yarraville railway station
Yarraville railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-western suburb of Yarraville.
-
D.
Box Hill railway station
Box Hill railway station is a major suburban train station and transport hub in Melbourne, Australia, serving the Belgrave and Lilydale lines beneath the Box Hill Central shopping centre.
-
E.
Malvern railway station
Malvern railway station is a suburban commuter rail station in Melbourne, Australia, serving the Malvern area on the city’s metropolitan rail network.
- 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: East Malvern railway station Triple: [Glen Waverley line, hasStation, East Malvern railway station]
Generated description
East Malvern railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the Glen Waverley line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: East Malvern railway station Target entity description: East Malvern railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the Glen Waverley line.
-
A.
Moreland railway station
Moreland railway station is a suburban commuter rail stop in Melbourne, Australia, serving the inner-northern suburbs on the city’s metropolitan train network.
-
B.
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.
-
C.
Yarraville railway station
Yarraville railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-western suburb of Yarraville.
-
D.
Box Hill railway station
Box Hill railway station is a major suburban train station and transport hub in Melbourne, Australia, serving the Belgrave and Lilydale lines beneath the Box Hill Central shopping centre.
-
E.
Malvern railway station
Malvern railway station is a suburban commuter rail station in Melbourne, Australia, serving the Malvern area on the city’s metropolitan rail network.
- 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa8150ac8190908aec411b0f4e50 |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c870a518f48190a4bba3657a7844f4 |
completed | March 29, 2026, 12:21 a.m. |
| NEDg | Description generation | batch_69c87251cb2c81909f74c4467c0fc682 |
completed | March 29, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8740d6be4819087db857eec539a49 |
completed | March 29, 2026, 12:36 a.m. |
Created at: March 27, 2026, 3:56 p.m.