Triple

T3545494
Position Surface form Disambiguated ID Type / Status
Subject Goulburn E74985 entity
Predicate hasRailwayStation P918 FINISHED
Object Goulburn railway station
Goulburn railway station is a historic regional train station in Goulburn, New South Wales, Australia, serving as a key stop on the Main Southern railway line.
 E368325 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: Goulburn railway station | Statement: [Goulburn, hasRailwayStation, Goulburn railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goulburn railway station
Context triple: [Goulburn, hasRailwayStation, Goulburn 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. Glen Innes railway station
    Glen Innes railway station is a regional railway station in Glen Innes, New South Wales, Australia, that historically served as a key stop on the Main Northern line.
  • C. Albury railway station
    Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
  • D. Sunbury railway station
    Sunbury railway station is a suburban rail station in Sunbury-on-Thames, Surrey, providing local and commuter services into London and surrounding areas.
  • E. Bathurst station
    Bathurst station is a Toronto Transit Commission subway station located in the city's west end, serving the Bloor–Danforth line and connecting to nearby surface transit routes.
  • 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: Goulburn railway station
Triple: [Goulburn, hasRailwayStation, Goulburn railway station]
Generated description
Goulburn railway station is a historic regional train station in Goulburn, New South Wales, Australia, serving as a key stop on the Main Southern railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goulburn railway station
Target entity description: Goulburn railway station is a historic regional train station in Goulburn, New South Wales, Australia, serving as a key stop on the Main Southern railway line.
  • 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. Glen Innes railway station
    Glen Innes railway station is a regional railway station in Glen Innes, New South Wales, Australia, that historically served as a key stop on the Main Northern line.
  • C. Albury railway station
    Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
  • D. Sunbury railway station
    Sunbury railway station is a suburban rail station in Sunbury-on-Thames, Surrey, providing local and commuter services into London and surrounding areas.
  • E. Bathurst station
    Bathurst station is a Toronto Transit Commission subway station located in the city's west end, serving the Bloor–Danforth line and connecting to nearby surface transit routes.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbf77d938819095c72a88b5af644a completed March 8, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bdfe5748190b2de831635221ce1 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38fda21fc81909b9ded36239abf93 completed March 13, 2026, 4:17 a.m.
NED2 Entity disambiguation (via description) batch_69b39049e9cc81909ad74d33afe1985e completed March 13, 2026, 4:19 a.m.
Created at: March 8, 2026, 3:20 p.m.