Triple

T3334922
Position Surface form Disambiguated ID Type / Status
Subject Gosford to Newcastle section E70116 entity
Predicate hasStation P35 FINISHED
Object Dora Creek railway station
Dora Creek railway station is a regional train stop on the Main Northern line in New South Wales, Australia, serving the small community of Dora Creek between Gosford and Newcastle.
 E349535 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: Dora Creek railway station | Statement: [Gosford to Newcastle section, hasStation, Dora Creek railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dora Creek railway station
Context triple: [Gosford to Newcastle section, hasStation, Dora Creek railway station]
  • A. Leura railway station
    Leura railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the village of Leura on the Main Western line.
  • B. Dungog railway station
    Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
  • C. Burley Park railway station
    Burley Park railway station is a suburban rail stop in Leeds, West Yorkshire, serving the Burley and Hyde Park areas and popular with local residents and students.
  • D. Riverwood railway station
    Riverwood railway station is a suburban passenger railway station in Sydney, Australia, serving the Riverwood area on the Sydney Trains network.
  • 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: Dora Creek railway station
Triple: [Gosford to Newcastle section, hasStation, Dora Creek railway station]
Generated description
Dora Creek railway station is a regional train stop on the Main Northern line in New South Wales, Australia, serving the small community of Dora Creek between Gosford and Newcastle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dora Creek railway station
Target entity description: Dora Creek railway station is a regional train stop on the Main Northern line in New South Wales, Australia, serving the small community of Dora Creek between Gosford and Newcastle.
  • A. Leura railway station
    Leura railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the village of Leura on the Main Western line.
  • B. Dungog railway station
    Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
  • C. Burley Park railway station
    Burley Park railway station is a suburban rail stop in Leeds, West Yorkshire, serving the Burley and Hyde Park areas and popular with local residents and students.
  • D. Riverwood railway station
    Riverwood railway station is a suburban passenger railway station in Sydney, Australia, serving the Riverwood area on the Sydney Trains network.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb197bd0481909a5cf7eab386e176 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a885d148190a101ce50d5d87f53 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c393f20819098d5761372d6a980 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b3206be2748190874560701dc1ed18 completed March 12, 2026, 8:22 p.m.
Created at: March 8, 2026, 3:12 p.m.