Triple

T14133449
Position Surface form Disambiguated ID Type / Status
Subject Yate E350226 entity
Predicate hasRailwayStation P918 FINISHED
Object Yate railway station
Yate railway station is a suburban railway station in South Gloucestershire, England, serving the town of Yate on the main line between Bristol and Gloucester.
 E1082668 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: Yate railway station | Statement: [Yate, hasRailwayStation, Yate railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yate railway station
Context triple: [Yate, hasRailwayStation, Yate railway station]
  • A. Yatton railway station
    Yatton railway station is a village railway station in Somerset, England, serving the community of Yatton and surrounding areas on the Bristol–Exeter line.
  • B. Somerton station
    Somerton station is a railway station serving the town of Somerton, providing passenger rail connections to surrounding regions.
  • C. Swindon railway station
    Swindon railway station is a key railway hub in Wiltshire, England, providing important regional and intercity connections on the main line between London and the West Country/South Wales.
  • D. Malvern railway station
    Malvern railway station is a suburban commuter rail station in Melbourne, Australia, serving the Malvern area on the city’s metropolitan rail network.
  • E. Wye railway station
    Wye railway station is a small rural train station in Kent, England, serving the village of Wye on the line between Ashford and Canterbury.
  • 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: Yate railway station
Triple: [Yate, hasRailwayStation, Yate railway station]
Generated description
Yate railway station is a suburban railway station in South Gloucestershire, England, serving the town of Yate on the main line between Bristol and Gloucester.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yate railway station
Target entity description: Yate railway station is a suburban railway station in South Gloucestershire, England, serving the town of Yate on the main line between Bristol and Gloucester.
  • A. Yatton railway station
    Yatton railway station is a village railway station in Somerset, England, serving the community of Yatton and surrounding areas on the Bristol–Exeter line.
  • B. Somerton station
    Somerton station is a railway station serving the town of Somerton, providing passenger rail connections to surrounding regions.
  • C. Swindon railway station
    Swindon railway station is a key railway hub in Wiltshire, England, providing important regional and intercity connections on the main line between London and the West Country/South Wales.
  • D. Malvern railway station
    Malvern railway station is a suburban commuter rail station in Melbourne, Australia, serving the Malvern area on the city’s metropolitan rail network.
  • E. Wye railway station
    Wye railway station is a small rural train station in Kent, England, serving the village of Wye on the line between Ashford and Canterbury.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de610cece88190b4a86500677e5938 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf1288b48190a382732fac13aaf7 completed May 7, 2026, 6:50 p.m.
NEDg Description generation batch_69fce0dec2488190be9c24d3744e7243 completed May 7, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69fce206b0588190a0f4b24231d3c365 completed May 7, 2026, 7:03 p.m.
Created at: April 9, 2026, 11:34 p.m.