Triple

T7438092
Position Surface form Disambiguated ID Type / Status
Subject Yateley E171670 entity
Predicate nearestRailwayStations P4625 FINISHED
Object Sandhurst railway station
Sandhurst railway station is a local rail stop in Berkshire, England, serving the town of Sandhurst and surrounding communities with regional train services.
E664508 NE FINISHED

How this triple was built (5 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: Sandhurst railway station | Statement: [Yateley, nearestRailwayStations, Sandhurst railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandhurst railway station
Context triple: [Yateley, nearestRailwayStations, Sandhurst railway station]
  • A. 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.
  • B. Crowhurst railway station
    Crowhurst railway station is a small rural stop in East Sussex, England, serving the village of Crowhurst on the line between Tonbridge and Hastings.
  • C. Ashurst railway station
    Ashurst railway station is a small rural stop in Kent, England, serving the village of Ashurst with regional rail services to London and surrounding areas.
  • D. Horsham railway station
    Horsham railway station is a key commuter and regional rail hub in West Sussex, England, providing passenger services on routes connecting London and the South Coast.
  • E. Hurst Green railway station
    Hurst Green railway station is a suburban rail stop in Surrey, England, serving the village of Hurst Green with services towards London and the surrounding area.
  • 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: Sandhurst railway station
Triple: [Yateley, nearestRailwayStations, Sandhurst railway station]
Generated description
Sandhurst railway station is a local rail stop in Berkshire, England, serving the town of Sandhurst and surrounding communities with regional train services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandhurst railway station
Target entity description: Sandhurst railway station is a local rail stop in Berkshire, England, serving the town of Sandhurst and surrounding communities with regional train services.
  • A. 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.
  • B. Crowhurst railway station
    Crowhurst railway station is a small rural stop in East Sussex, England, serving the village of Crowhurst on the line between Tonbridge and Hastings.
  • C. Ashurst railway station
    Ashurst railway station is a small rural stop in Kent, England, serving the village of Ashurst with regional rail services to London and surrounding areas.
  • D. Horsham railway station
    Horsham railway station is a key commuter and regional rail hub in West Sussex, England, providing passenger services on routes connecting London and the South Coast.
  • E. Hurst Green railway station
    Hurst Green railway station is a suburban rail stop in Surrey, England, serving the village of Hurst Green with services towards London and the surrounding area.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearestRailwayStations
Context triple: [Yateley, nearestRailwayStations, Sandhurst railway station]
  • A. nearestPassengerRailStation chosen
    Indicates that one entity is the closest passenger rail station in distance to another entity.
  • B. nearestRailwayTerminus
    Indicates that one location is the closest railway terminus to another specified place.
  • C. hasNearbyRailwayStation
    Indicates that a railway station is located within a short or convenient distance from the referenced entity.
  • D. nearestRailwayLine
    Indicates that one railway line is the closest in distance to a given location or feature compared to all other railway lines.
  • E. nearestUndergroundStation
    Indicates the relationship where a specific underground (subway/metro) station is the closest one in distance to a given location or entity.
  • F. None of above.

Provenance (6 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_69c68a64228c8190affaec2a8127ce7b completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f34aa3388190ac300cf934042d78 completed March 27, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8278cd9cc8190b88767c1432b3007 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828854f6c8190885afb60d789f9b9 completed March 28, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c82926c16c8190adf364f7b9d3c149 completed March 28, 2026, 7:16 p.m.
PD Predicate disambiguation batch_69c6f038582c8190bac77c9b5a34b862 completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:13 p.m.