Triple

T5200042
Position Surface form Disambiguated ID Type / Status
Subject North Somerset E117369 entity
Predicate hasRailwayStation P918 FINISHED
Object 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.
 E500604 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: Yatton railway station | Statement: [North Somerset, hasRailwayStation, Yatton railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yatton railway station
Context triple: [North Somerset, hasRailwayStation, Yatton railway station]
  • A. Chippenham railway station
    Chippenham railway station is a mainline rail station in Wiltshire, England, providing regional and intercity services on the Great Western Main Line.
  • B. Evesham railway station
    Evesham railway station is a regional train station in Worcestershire, England, serving the town of Evesham on the Cotswold Line between Oxford and Worcester.
  • 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. Trowbridge railway station
    Trowbridge railway station is a regional rail station in Wiltshire, England, serving the town of Trowbridge with services on routes including those between South Wales and the south coast.
  • E. Attleborough railway station
    Attleborough railway station is a small passenger rail stop in Attleborough, Norfolk, England, serving local and regional services on the route between Norwich and the Midlands.
  • 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: Yatton railway station
Triple: [North Somerset, hasRailwayStation, Yatton railway station]
Generated description
Yatton railway station is a village railway station in Somerset, England, serving the community of Yatton and surrounding areas on the Bristol–Exeter line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yatton railway station
Target entity description: Yatton railway station is a village railway station in Somerset, England, serving the community of Yatton and surrounding areas on the Bristol–Exeter line.
  • A. Chippenham railway station
    Chippenham railway station is a mainline rail station in Wiltshire, England, providing regional and intercity services on the Great Western Main Line.
  • B. Evesham railway station
    Evesham railway station is a regional train station in Worcestershire, England, serving the town of Evesham on the Cotswold Line between Oxford and Worcester.
  • 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. Trowbridge railway station
    Trowbridge railway station is a regional rail station in Wiltshire, England, serving the town of Trowbridge with services on routes including those between South Wales and the south coast.
  • E. Attleborough railway station
    Attleborough railway station is a small passenger rail stop in Attleborough, Norfolk, England, serving local and regional services on the route between Norwich and the Midlands.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a209d7c81908fa0d3bf2c482a34 completed March 20, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0a37d8c8190842de23da26dd2cb completed March 21, 2026, 6:17 p.m.
NEDg Description generation batch_69bee2bc52188190ac1b7ba5580f2223 completed March 21, 2026, 6:26 p.m.
NED2 Entity disambiguation (via description) batch_69bee33223088190ad38787393392544 completed March 21, 2026, 6:28 p.m.
Created at: March 20, 2026, 1:47 p.m.