Triple

T12737154
Position Surface form Disambiguated ID Type / Status
Subject Airtrain E304390 entity
Predicate hasStation P35 FINISHED
Object Varsity Lakes railway station
Varsity Lakes railway station is a suburban train station on Queensland’s Gold Coast, serving the Varsity Lakes area as part of the region’s commuter rail network.
 E999337 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: Varsity Lakes railway station | Statement: [Airtrain, hasStation, Varsity Lakes railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Varsity Lakes railway station
Context triple: [Airtrain, hasStation, Varsity Lakes railway station]
  • A. Mount Waverley railway station
    Mount Waverley railway station is a suburban commuter train station in Melbourne, Australia, serving the Mount Waverley area on the city’s eastern rail network.
  • B. Springvale railway station
    Springvale railway station is a suburban commuter rail station in Melbourne, Australia, serving the suburb of Springvale on the city’s eastern network.
  • C. Warnervale railway station
    Warnervale railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local Warnervale area on the Main Northern line.
  • D. Moylan–Rose Valley station
    Moylan–Rose Valley station is a commuter rail stop in Rose Valley, Pennsylvania, served by SEPTA’s Media/Wawa Line.
  • E. Riversdale railway station
    Riversdale railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the Alamein 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: Varsity Lakes railway station
Triple: [Airtrain, hasStation, Varsity Lakes railway station]
Generated description
Varsity Lakes railway station is a suburban train station on Queensland’s Gold Coast, serving the Varsity Lakes area as part of the region’s commuter rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Varsity Lakes railway station
Target entity description: Varsity Lakes railway station is a suburban train station on Queensland’s Gold Coast, serving the Varsity Lakes area as part of the region’s commuter rail network.
  • A. Mount Waverley railway station
    Mount Waverley railway station is a suburban commuter train station in Melbourne, Australia, serving the Mount Waverley area on the city’s eastern rail network.
  • B. Springvale railway station
    Springvale railway station is a suburban commuter rail station in Melbourne, Australia, serving the suburb of Springvale on the city’s eastern network.
  • C. Warnervale railway station
    Warnervale railway station is a suburban train station on the Central Coast of New South Wales, Australia, serving the local Warnervale area on the Main Northern line.
  • D. Moylan–Rose Valley station
    Moylan–Rose Valley station is a commuter rail stop in Rose Valley, Pennsylvania, served by SEPTA’s Media/Wawa Line.
  • E. Riversdale railway station
    Riversdale railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the Alamein 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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9646cfcac81909283dca987755c0e completed April 10, 2026, 8:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c8e2dbc81909c1c85ca699a2679 completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67d888d7c8190b9aaeb877984a403 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67e12b8148190958b63ba114d6221 completed May 2, 2026, 10:43 p.m.
Created at: April 9, 2026, 5:26 p.m.