Triple

T5446945
Position Surface form Disambiguated ID Type / Status
Subject North Downs Line E122271 entity
Predicate passesThrough P225 FINISHED
Object Shalford railway station
Shalford railway station is a small commuter and regional rail stop in Surrey, England, serving the village of Shalford on routes between Guildford, Redhill, and surrounding areas.
 E520373 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: Shalford railway station | Statement: [North Downs Line, passesThrough, Shalford railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shalford railway station
Context triple: [North Downs Line, passesThrough, Shalford railway station]
  • A. Shelford railway station
    Shelford railway station is a small suburban railway stop in Cambridgeshire, England, serving the village of Shelford on the line between London and Cambridge.
  • B. Ash Vale railway station
    Ash Vale railway station is a suburban rail station in Surrey, England, serving the village of Ash Vale with services connecting to London and other destinations on the regional network.
  • C. Aldershot railway station
    Aldershot railway station is the main rail transport hub serving the town of Aldershot in Hampshire, England, providing regional and commuter services.
  • D. Southgate Station
    Southgate Station is a light rail transit stop in Edmonton, Alberta, serving the city’s LRT network and the surrounding Southgate commercial and residential area.
  • E. Spalding railway station
    Spalding railway station is a passenger railway station serving the market town of Spalding in Lincolnshire, England, on the Peterborough–Lincoln line.
  • 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: Shalford railway station
Triple: [North Downs Line, passesThrough, Shalford railway station]
Generated description
Shalford railway station is a small commuter and regional rail stop in Surrey, England, serving the village of Shalford on routes between Guildford, Redhill, and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shalford railway station
Target entity description: Shalford railway station is a small commuter and regional rail stop in Surrey, England, serving the village of Shalford on routes between Guildford, Redhill, and surrounding areas.
  • A. Shelford railway station
    Shelford railway station is a small suburban railway stop in Cambridgeshire, England, serving the village of Shelford on the line between London and Cambridge.
  • B. Ash Vale railway station
    Ash Vale railway station is a suburban rail station in Surrey, England, serving the village of Ash Vale with services connecting to London and other destinations on the regional network.
  • C. Aldershot railway station
    Aldershot railway station is the main rail transport hub serving the town of Aldershot in Hampshire, England, providing regional and commuter services.
  • D. Southgate Station
    Southgate Station is a light rail transit stop in Edmonton, Alberta, serving the city’s LRT network and the surrounding Southgate commercial and residential area.
  • E. Spalding railway station
    Spalding railway station is a passenger railway station serving the market town of Spalding in Lincolnshire, England, on the Peterborough–Lincoln line.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91d0df348190b3de010c87cb6d5d completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4137ecf881908f3f036457b59281 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4207393c819089b4fc6691a2d076 completed March 22, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf427e2bd08190b7664922d26e16d2 completed March 22, 2026, 1:14 a.m.
Created at: March 20, 2026, 2:07 p.m.