Triple

T7008720
Position Surface form Disambiguated ID Type / Status
Subject Frankston line E162523 entity
Predicate hasStation P35 FINISHED
Object Kananook railway station
Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
 E635429 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: Kananook railway station | Statement: [Frankston line, hasStation, Kananook railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kananook railway station
Context triple: [Frankston line, hasStation, Kananook railway station]
  • A. Kandos railway station
    Kandos railway station is a former regional railway station in Kandos, New South Wales, Australia, that once served as a key stop on the Gwabegar railway line.
  • 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. Kotara railway station
    Kotara railway station is a suburban train station in Newcastle, New South Wales, Australia, serving the residential area of Kotara on the Central Coast & Newcastle Line.
  • D. Katoomba railway station
    Katoomba railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the town of Katoomba on the Main Western line.
  • E. Taree railway station
    Taree railway station is a regional New South Wales train station on the North Coast line serving the town of Taree, Australia.
  • 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: Kananook railway station
Triple: [Frankston line, hasStation, Kananook railway station]
Generated description
Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kananook railway station
Target entity description: Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
  • A. Kandos railway station
    Kandos railway station is a former regional railway station in Kandos, New South Wales, Australia, that once served as a key stop on the Gwabegar railway line.
  • 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. Kotara railway station
    Kotara railway station is a suburban train station in Newcastle, New South Wales, Australia, serving the residential area of Kotara on the Central Coast & Newcastle Line.
  • D. Katoomba railway station
    Katoomba railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the town of Katoomba on the Main Western line.
  • E. Taree railway station
    Taree railway station is a regional New South Wales train station on the North Coast line serving the town of Taree, Australia.
  • 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc36e3fc8190957445132a9ffb5f completed March 27, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a47aa6481908ac0039b2b728edb completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b67fc48819088ba80f1f84aa2f0 completed March 28, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69c76c46f9308190a7a1f0aa5284cef4 completed March 28, 2026, 5:51 a.m.
Created at: March 27, 2026, 2:33 p.m.