Triple

T3279418
Position Surface form Disambiguated ID Type / Status
Subject Illawarra railway line E68836 entity
Predicate hasStation P35 FINISHED
Object Wollongong railway station
Wollongong railway station is a major suburban and intercity train station in Wollongong, New South Wales, serving as a key transport hub on the South Coast of Australia.
 E346094 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: Wollongong railway station | Statement: [Illawarra railway line, hasStation, Wollongong railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wollongong railway station
Context triple: [Illawarra railway line, hasStation, Wollongong railway station]
  • A. Woy Woy railway station
    Woy Woy railway station is a key suburban train station on the Central Coast of New South Wales, Australia, serving the town of Woy Woy on the Main Northern 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. Sydney Central station
    Sydney Central station is the largest and busiest railway station in Sydney, serving as the city’s primary rail hub for suburban, intercity, and regional services.
  • D. Gosford railway station
    Gosford railway station is a major regional and commuter rail hub on the Central Coast of New South Wales, Australia, serving the town of Gosford and connecting it to Sydney and Newcastle.
  • E. Wolli Creek railway station
    Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
  • 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: Wollongong railway station
Triple: [Illawarra railway line, hasStation, Wollongong railway station]
Generated description
Wollongong railway station is a major suburban and intercity train station in Wollongong, New South Wales, serving as a key transport hub on the South Coast of Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wollongong railway station
Target entity description: Wollongong railway station is a major suburban and intercity train station in Wollongong, New South Wales, serving as a key transport hub on the South Coast of Australia.
  • A. Woy Woy railway station
    Woy Woy railway station is a key suburban train station on the Central Coast of New South Wales, Australia, serving the town of Woy Woy on the Main Northern 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. Sydney Central station
    Sydney Central station is the largest and busiest railway station in Sydney, serving as the city’s primary rail hub for suburban, intercity, and regional services.
  • D. Gosford railway station
    Gosford railway station is a major regional and commuter rail hub on the Central Coast of New South Wales, Australia, serving the town of Gosford and connecting it to Sydney and Newcastle.
  • E. Wolli Creek railway station
    Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0155430819097c806ee407dc1e4 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3ca2fdc81908ba4f304c63989ea completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2f9748a708190bc4af97f3a1fabff completed March 12, 2026, 5:35 p.m.
NED2 Entity disambiguation (via description) batch_69b30a6aa45c8190bb21ae0cd649aab4 completed March 12, 2026, 6:48 p.m.
Created at: March 8, 2026, 3:10 p.m.