Triple

T6863430
Position Surface form Disambiguated ID Type / Status
Subject Melbourne suburban rail network E158337 entity
Predicate majorInterchange P21867 FINISHED
Object Burnley railway station
Burnley railway station is a key suburban train station in Melbourne, Australia, serving as a significant junction for multiple lines in the city's eastern suburbs.
 E623198 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: Burnley railway station | Statement: [Melbourne suburban rail network, majorInterchange, Burnley railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Burnley railway station
Context triple: [Melbourne suburban rail network, majorInterchange, Burnley railway station]
  • A. Burnley Central railway station
    Burnley Central railway station is a main rail hub in the town of Burnley, Lancashire, providing regional passenger services and connections to surrounding areas.
  • B. Burnley Barracks railway station
    Burnley Barracks railway station is a small local railway stop in Burnley, Lancashire, serving nearby residential areas and providing regional rail connections.
  • C. Burnley Manchester Road railway station
    Burnley Manchester Road railway station is a mainline railway station in Burnley, Lancashire, providing regional rail services and connections to major cities such as Manchester and Leeds.
  • D. Bolton railway station
    Bolton railway station is a major railway hub in Greater Manchester, England, providing regional and commuter services that connect the town of Bolton with key destinations across the North West.
  • E. Blackburn railway station
    Blackburn railway station is a main railway hub in the town of Blackburn, Lancashire, providing regional and local train services across North West England.
  • 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: Burnley railway station
Triple: [Melbourne suburban rail network, majorInterchange, Burnley railway station]
Generated description
Burnley railway station is a key suburban train station in Melbourne, Australia, serving as a significant junction for multiple lines in the city's eastern suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Burnley railway station
Target entity description: Burnley railway station is a key suburban train station in Melbourne, Australia, serving as a significant junction for multiple lines in the city's eastern suburbs.
  • A. Burnley Central railway station
    Burnley Central railway station is a main rail hub in the town of Burnley, Lancashire, providing regional passenger services and connections to surrounding areas.
  • B. Burnley Barracks railway station
    Burnley Barracks railway station is a small local railway stop in Burnley, Lancashire, serving nearby residential areas and providing regional rail connections.
  • C. Burnley Manchester Road railway station
    Burnley Manchester Road railway station is a mainline railway station in Burnley, Lancashire, providing regional rail services and connections to major cities such as Manchester and Leeds.
  • D. Bolton railway station
    Bolton railway station is a major railway hub in Greater Manchester, England, providing regional and commuter services that connect the town of Bolton with key destinations across the North West.
  • E. Blackburn railway station
    Blackburn railway station is a main railway hub in the town of Blackburn, Lancashire, providing regional and local train services across North West England.
  • 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8897cf48190a2f688d21f1f6c1a completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72ff153d48190a4b0d4e403457fe8 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c730e882308190a3fbc61245941338 completed March 28, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c7316a9cc081908c088725cb7626e8 completed March 28, 2026, 1:39 a.m.
Created at: March 27, 2026, 2:21 p.m.