Triple

T14299735
Position Surface form Disambiguated ID Type / Status
Subject Proserpine E354530 entity
Predicate hasRailwayStation P918 FINISHED
Object Proserpine railway station
Proserpine railway station is a regional passenger rail stop in Proserpine, Queensland, Australia, serving as a transport hub for the surrounding Whitsunday area.
 E1092007 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: Proserpine railway station | Statement: [Proserpine, hasRailwayStation, Proserpine railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Proserpine railway station
Context triple: [Proserpine, hasRailwayStation, Proserpine railway station]
  • A. 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.
  • B. 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.
  • C. Yandina railway station
    Yandina railway station is a regional passenger railway stop on Queensland’s North Coast line in the Sunshine Coast hinterland town of Yandina, Australia.
  • D. Yass Junction railway station
    Yass Junction railway station is a regional railway station in New South Wales, Australia, serving the town of Yass on the Main Southern railway line.
  • E. Kananook railway station
    Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston 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: Proserpine railway station
Triple: [Proserpine, hasRailwayStation, Proserpine railway station]
Generated description
Proserpine railway station is a regional passenger rail stop in Proserpine, Queensland, Australia, serving as a transport hub for the surrounding Whitsunday area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Proserpine railway station
Target entity description: Proserpine railway station is a regional passenger rail stop in Proserpine, Queensland, Australia, serving as a transport hub for the surrounding Whitsunday area.
  • A. 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.
  • B. 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.
  • C. Yandina railway station
    Yandina railway station is a regional passenger railway stop on Queensland’s North Coast line in the Sunshine Coast hinterland town of Yandina, Australia.
  • D. Yass Junction railway station
    Yass Junction railway station is a regional railway station in New South Wales, Australia, serving the town of Yass on the Main Southern railway line.
  • E. Kananook railway station
    Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717e246c819083e67ac2b3b77881 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2697648190beade47df424a9e5 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd41335b308190b1d49b214d5206a1 completed May 8, 2026, 1:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd41fcd8b08190802e54e1c18b58e2 completed May 8, 2026, 1:53 a.m.
Created at: April 10, 2026, 1:11 a.m.