Triple

T14824883
Position Surface form Disambiguated ID Type / Status
Subject Toowong, Brisbane E348544 entity
Predicate publicTransport P1288 FINISHED
Object Toowong railway station
Toowong railway station is a suburban train station in Brisbane, Australia, serving the Toowong area and providing access to nearby commercial and residential precincts.
 E1122627 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: Toowong railway station | Statement: [Toowong, Brisbane, publicTransport, Toowong railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toowong railway station
Context triple: [Toowong, Brisbane, publicTransport, Toowong railway station]
  • A. Minto railway station
    Minto railway station is a suburban train station in Sydney, Australia, serving the local community on the city's T8 Airport & South Line.
  • B. Beerwah railway station
    Beerwah railway station is a regional passenger rail stop on Queensland's North Coast line serving the town of Beerwah in the Sunshine Coast hinterland.
  • C. Redfern railway station
    Redfern railway station is a major inner-city railway hub in Sydney, Australia, serving multiple suburban lines and providing a key interchange point near the central business district and the University of Sydney.
  • D. Strathfield railway station
    Strathfield railway station is a major suburban and intercity rail junction in Sydney, New South Wales, serving as a key interchange on the city’s rail network.
  • E. Bowen Hills railway station
    Bowen Hills railway station is a key commuter and junction station in Brisbane, Queensland, serving multiple suburban and interurban rail lines.
  • 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: Toowong railway station
Triple: [Toowong, Brisbane, publicTransport, Toowong railway station]
Generated description
Toowong railway station is a suburban train station in Brisbane, Australia, serving the Toowong area and providing access to nearby commercial and residential precincts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toowong railway station
Target entity description: Toowong railway station is a suburban train station in Brisbane, Australia, serving the Toowong area and providing access to nearby commercial and residential precincts.
  • A. Minto railway station
    Minto railway station is a suburban train station in Sydney, Australia, serving the local community on the city's T8 Airport & South Line.
  • B. Beerwah railway station
    Beerwah railway station is a regional passenger rail stop on Queensland's North Coast line serving the town of Beerwah in the Sunshine Coast hinterland.
  • C. Redfern railway station
    Redfern railway station is a major inner-city railway hub in Sydney, Australia, serving multiple suburban lines and providing a key interchange point near the central business district and the University of Sydney.
  • D. Strathfield railway station
    Strathfield railway station is a major suburban and intercity rail junction in Sydney, New South Wales, serving as a key interchange on the city’s rail network.
  • E. Bowen Hills railway station
    Bowen Hills railway station is a key commuter and junction station in Brisbane, Queensland, serving multiple suburban and interurban rail lines.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe7a8dc8190bcb5ecfa1cbf1601 completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389f48cc819089d860f0208dd465 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a2167348190bb428c7f23ec9748 completed May 8, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69fe3aee9d248190b202c7252f290f38 completed May 8, 2026, 7:35 p.m.
Created at: April 10, 2026, 1:51 a.m.