Triple

T15654374
Position Surface form Disambiguated ID Type / Status
Subject Oakey E376392 entity
Predicate hasRailwayStation P918 FINISHED
Object Oakey railway station
Oakey railway station is a regional passenger and freight railway stop located in the town of Oakey in Queensland, Australia.
 E1169580 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: Oakey railway station | Statement: [Oakey, hasRailwayStation, Oakey railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakey railway station
Context triple: [Oakey, hasRailwayStation, Oakey railway station]
  • A. Ockley railway station
    Ockley railway station is a rural train stop in Surrey, England, serving the village of Ockley and surrounding areas on the line between London and the south coast.
  • B. Kenley railway station
    Kenley railway station is a suburban railway stop in the London Borough of Croydon, serving the local community with regular commuter services into central London.
  • C. Four Oaks railway station
    Four Oaks railway station is a suburban rail station in the West Midlands, England, serving the Birmingham Cross-City Line with regular local commuter services.
  • D. Lostock railway station
    Lostock railway station is a suburban rail stop in Greater Manchester, England, serving the Lostock area with local and regional train services.
  • E. Three Oaks railway station
    Three Oaks railway station is a small rural stop in East Sussex, England, serving the village of Three Oaks on the regional rail route between Hastings and Ashford.
  • 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: Oakey railway station
Triple: [Oakey, hasRailwayStation, Oakey railway station]
Generated description
Oakey railway station is a regional passenger and freight railway stop located in the town of Oakey in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakey railway station
Target entity description: Oakey railway station is a regional passenger and freight railway stop located in the town of Oakey in Queensland, Australia.
  • A. Ockley railway station
    Ockley railway station is a rural train stop in Surrey, England, serving the village of Ockley and surrounding areas on the line between London and the south coast.
  • B. Kenley railway station
    Kenley railway station is a suburban railway stop in the London Borough of Croydon, serving the local community with regular commuter services into central London.
  • C. Four Oaks railway station
    Four Oaks railway station is a suburban rail station in the West Midlands, England, serving the Birmingham Cross-City Line with regular local commuter services.
  • D. Lostock railway station
    Lostock railway station is a suburban rail stop in Greater Manchester, England, serving the Lostock area with local and regional train services.
  • E. Three Oaks railway station
    Three Oaks railway station is a small rural stop in East Sussex, England, serving the village of Three Oaks on the regional rail route between Hastings and Ashford.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef089948190902ec22f4d7bc932 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6797954c8190ac05ee3db634efa7 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff68481ff881909c23ae20bd3a9ff8 completed May 9, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69ff6911a76c819088c8a86d2106b6c6 completed May 9, 2026, 5:04 p.m.
Created at: April 10, 2026, 4:15 a.m.