Triple

T4479785
Position Surface form Disambiguated ID Type / Status
Subject Walsall E100099 entity
Predicate hasBusStation P5891 FINISHED
Object Walsall bus station
Walsall bus station is a major public transport hub in Walsall, England, serving numerous local and regional bus routes.
 E441364 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: Walsall bus station | Statement: [Walsall, hasBusStation, Walsall bus station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walsall bus station
Context triple: [Walsall, hasBusStation, Walsall 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. Dudley bus station
    Dudley bus station is the main public bus interchange serving the town of Dudley in the West Midlands, England.
  • C. Warrington Bus Interchange
    Warrington Bus Interchange is the main bus station and public transport hub serving the town of Warrington in Cheshire, England.
  • D. Huddersfield bus station
    Huddersfield bus station is the main bus interchange and public transport hub serving the town of Huddersfield in West Yorkshire, 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
  • 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: Walsall bus station
Triple: [Walsall, hasBusStation, Walsall bus station]
Generated description
Walsall bus station is a major public transport hub in Walsall, England, serving numerous local and regional bus routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walsall bus station
Target entity description: Walsall bus station is a major public transport hub in Walsall, England, serving numerous local and regional bus routes.
  • 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. Dudley bus station
    Dudley bus station is the main public bus interchange serving the town of Dudley in the West Midlands, England.
  • C. Warrington Bus Interchange
    Warrington Bus Interchange is the main bus station and public transport hub serving the town of Warrington in Cheshire, England.
  • D. Huddersfield bus station
    Huddersfield bus station is the main bus interchange and public transport hub serving the town of Huddersfield in West Yorkshire, 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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356dcaba88190ae2d64c038450ca6 completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6288b22ec8190b327b91130275af5 completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b62977dcc88190aa79e77e42f7a866 completed March 15, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69b629f4a1748190945a02e5f0f3d1d1 completed March 15, 2026, 3:39 a.m.
Created at: March 12, 2026, 11:35 p.m.