Triple

T13878700
Position Surface form Disambiguated ID Type / Status
Subject Koolewong E333649 entity
Predicate hasTransport P1298 FINISHED
Object Koolewong railway station
Koolewong railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local community along the Main Northern line.
 E1068522 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: Koolewong railway station | Statement: [Koolewong, hasTransport, Koolewong railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Koolewong railway station
Context triple: [Koolewong, hasTransport, Koolewong railway station]
  • A. Cockle Creek railway station
    Cockle Creek railway station is a small suburban train station in New South Wales, Australia, serving the Lake Macquarie area on the Central Coast & Newcastle Line.
  • B. Wyong railway station
    Wyong railway station is a regional train station on the Central Coast of New South Wales, Australia, serving the town of Wyong and connecting it to Sydney, Newcastle, and surrounding areas.
  • C. Woombye railway station
    Woombye railway station is a regional passenger rail stop on Queensland’s North Coast line serving the town of Woombye in the Sunshine Coast hinterland, Australia.
  • 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. 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.
  • 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: Koolewong railway station
Triple: [Koolewong, hasTransport, Koolewong railway station]
Generated description
Koolewong railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local community along the Main Northern line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Koolewong railway station
Target entity description: Koolewong railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local community along the Main Northern line.
  • A. Cockle Creek railway station
    Cockle Creek railway station is a small suburban train station in New South Wales, Australia, serving the Lake Macquarie area on the Central Coast & Newcastle Line.
  • B. Wyong railway station
    Wyong railway station is a regional train station on the Central Coast of New South Wales, Australia, serving the town of Wyong and connecting it to Sydney, Newcastle, and surrounding areas.
  • C. Woombye railway station
    Woombye railway station is a regional passenger rail stop on Queensland’s North Coast line serving the town of Woombye in the Sunshine Coast hinterland, Australia.
  • 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. 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.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0be71d388190909290cad2c6daf5 completed April 14, 2026, 9:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c7100b308190bdd5feaa116ee5fe completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c83a3e04819097b6e0b5a3161b9a completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9732d188190a8a7151d21e0a310 completed May 3, 2026, 10:17 p.m.
Created at: April 9, 2026, 10:15 p.m.