Triple

T5133473
Position Surface form Disambiguated ID Type / Status
Subject Walkden E115758 entity
Predicate hasAmenity P105 FINISHED
Object Walkden bus station
Walkden bus station is a local public transport hub in Walkden, Greater Manchester, providing bus services that connect the town with surrounding areas.
 E496805 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: Walkden bus station | Statement: [Walkden, hasAmenity, Walkden bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walkden bus station
Context triple: [Walkden, hasAmenity, Walkden bus station]
  • A. Shudehill bus station
    Shudehill bus station is a major transport hub in Manchester, England, providing local and regional bus services and connecting with the city’s Metrolink tram network.
  • B. Rawtenstall bus station
    Rawtenstall bus station is a public transport hub in Rawtenstall, Lancashire, serving as the main interchange for local and regional bus services in the area.
  • C. Dudley bus station
    Dudley bus station is the main public bus interchange serving the town of Dudley in the West Midlands, England.
  • D. Blackburn bus station
    Blackburn bus station is a major public transport hub in Blackburn, England, serving local and regional bus services.
  • E. Warrington Bus Interchange
    Warrington Bus Interchange is the main bus station and public transport hub serving the town of Warrington in Cheshire, 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: Walkden bus station
Triple: [Walkden, hasAmenity, Walkden bus station]
Generated description
Walkden bus station is a local public transport hub in Walkden, Greater Manchester, providing bus services that connect the town with surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walkden bus station
Target entity description: Walkden bus station is a local public transport hub in Walkden, Greater Manchester, providing bus services that connect the town with surrounding areas.
  • A. Shudehill bus station
    Shudehill bus station is a major transport hub in Manchester, England, providing local and regional bus services and connecting with the city’s Metrolink tram network.
  • B. Rawtenstall bus station
    Rawtenstall bus station is a public transport hub in Rawtenstall, Lancashire, serving as the main interchange for local and regional bus services in the area.
  • C. Walkden railway station
    Walkden railway station is a suburban rail station in Greater Manchester, England, providing local and regional services on the Manchester–Southport line.
  • D. Dudley bus station
    Dudley bus station is the main public bus interchange serving the town of Dudley in the West Midlands, England.
  • E. Blackburn bus station
    Blackburn bus station is a major public transport hub in Blackburn, England, serving local and regional bus services.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd784ca5ac81909f1ec7544f5bbd26 completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4cd5e188190b1404cefc887e0b3 completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec571d5948190b659a7b5038f8bdd completed March 21, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69bec973e71c8190a9c043389d627156 completed March 21, 2026, 4:38 p.m.
Created at: March 20, 2026, 1:42 p.m.