Triple

T17642970
Position Surface form Disambiguated ID Type / Status
Subject Liphook E429283 entity
Predicate hasRailwayStation P918 FINISHED
Object Liphook railway station
Liphook railway station is a local rail stop in the village of Liphook in Hampshire, England, providing passenger services on the Portsmouth Direct Line between London and Portsmouth.
 E1278873 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: Liphook railway station | Statement: [Liphook, hasRailwayStation, Liphook railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liphook railway station
Context triple: [Liphook, hasRailwayStation, Liphook railway station]
  • A. Hinckley railway station
    Hinckley railway station is a passenger rail station in Hinckley, Leicestershire, England, providing regional services on the Birmingham–Peterborough line.
  • B. Hatfield railway station
    Hatfield railway station is a commuter and regional rail station serving the town of Hatfield in Hertfordshire, England, on the East Coast Main Line north of London.
  • C. Leatherhead railway station
    Leatherhead railway station is a commuter rail station in Surrey, England, serving the town of Leatherhead on routes into London and surrounding areas.
  • D. Hawkhead railway station
    Hawkhead railway station is a suburban rail stop serving the Hawkhead area of Paisley, Scotland, on the line between Paisley Canal and Glasgow.
  • E. Lostock railway station
    Lostock railway station is a suburban rail stop in Greater Manchester, England, serving the Lostock area with local and regional train 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: Liphook railway station
Triple: [Liphook, hasRailwayStation, Liphook railway station]
Generated description
Liphook railway station is a local rail stop in the village of Liphook in Hampshire, England, providing passenger services on the Portsmouth Direct Line between London and Portsmouth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liphook railway station
Target entity description: Liphook railway station is a local rail stop in the village of Liphook in Hampshire, England, providing passenger services on the Portsmouth Direct Line between London and Portsmouth.
  • A. Hinckley railway station
    Hinckley railway station is a passenger rail station in Hinckley, Leicestershire, England, providing regional services on the Birmingham–Peterborough line.
  • B. Hatfield railway station
    Hatfield railway station is a commuter and regional rail station serving the town of Hatfield in Hertfordshire, England, on the East Coast Main Line north of London.
  • C. Leatherhead railway station
    Leatherhead railway station is a commuter rail station in Surrey, England, serving the town of Leatherhead on routes into London and surrounding areas.
  • D. Hawkhead railway station
    Hawkhead railway station is a suburban rail stop serving the Hawkhead area of Paisley, Scotland, on the line between Paisley Canal and Glasgow.
  • E. Lostock railway station
    Lostock railway station is a suburban rail stop in Greater Manchester, England, serving the Lostock area with local and regional train 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46de7055c819080d315bb3637882b completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020aa7be948190bf0ab64a2908d3b1 completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020b51c208819083b1634221929628 completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020bd466d881909ffdfe3cf932b980 completed May 11, 2026, 5:03 p.m.
Created at: April 10, 2026, 6:03 a.m.