Triple

T7377592
Position Surface form Disambiguated ID Type / Status
Subject Hurstbridge line E170165 entity
Predicate hasStation P35 FINISHED
Object Diamond Creek railway station
Diamond Creek railway station is a suburban commuter train station in Melbourne, Australia, serving the Diamond Creek area on the city's Hurstbridge railway line.
 E660198 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: Diamond Creek railway station | Statement: [Hurstbridge line, hasStation, Diamond Creek railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Diamond Creek railway station
Context triple: [Hurstbridge line, hasStation, Diamond Creek railway station]
  • A. 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.
  • B. 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.
  • C. Kananook railway station
    Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
  • D. Upper Ferntree Gully railway station
    Upper Ferntree Gully railway station is a suburban commuter station in Melbourne, Australia, serving the foothills of the Dandenong Ranges.
  • E. Moylan–Rose Valley station
    Moylan–Rose Valley station is a commuter rail stop in Rose Valley, Pennsylvania, served by SEPTA’s Media/Wawa 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: Diamond Creek railway station
Triple: [Hurstbridge line, hasStation, Diamond Creek railway station]
Generated description
Diamond Creek railway station is a suburban commuter train station in Melbourne, Australia, serving the Diamond Creek area on the city's Hurstbridge railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Diamond Creek railway station
Target entity description: Diamond Creek railway station is a suburban commuter train station in Melbourne, Australia, serving the Diamond Creek area on the city's Hurstbridge railway line.
  • A. 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.
  • B. 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.
  • C. Kananook railway station
    Kananook railway station is a suburban commuter rail station in Melbourne, Australia, serving the local community along the Frankston corridor.
  • D. Upper Ferntree Gully railway station
    Upper Ferntree Gully railway station is a suburban commuter station in Melbourne, Australia, serving the foothills of the Dandenong Ranges.
  • E. Moylan–Rose Valley station
    Moylan–Rose Valley station is a commuter rail stop in Rose Valley, Pennsylvania, served by SEPTA’s Media/Wawa 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1aa12888190b81e37b9fcd2adc0 completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802d57ae88190840442621d8bef35 completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c80341f4188190af7e37b2274da679 completed March 28, 2026, 4:35 p.m.
NED2 Entity disambiguation (via description) batch_69c80425549481909617bffd0a9822f1 completed March 28, 2026, 4:39 p.m.
Created at: March 27, 2026, 3:07 p.m.