Triple

T5814610
Position Surface form Disambiguated ID Type / Status
Subject Sandbach E128953 entity
Predicate hasRailwayStation P918 FINISHED
Object Sandbach railway station
Sandbach railway station is a local rail stop in Cheshire, England, providing passenger services on the Crewe–Manchester line and connecting the town of Sandbach to the wider rail network.
 E547010 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: Sandbach railway station | Statement: [Sandbach, hasRailwayStation, Sandbach railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sandbach railway station
Context triple: [Sandbach, hasRailwayStation, Sandbach railway station]
  • A. Nantwich Railway Station
    Nantwich Railway Station is a local rail transport hub serving the town of Nantwich in Cheshire, England.
  • B. Banbury railway station
    Banbury railway station is a major railway hub in Oxfordshire, England, providing regional and long-distance passenger services on the Chiltern Main Line and other routes.
  • C. Northwich railway station
    Northwich railway station is a local rail stop in Cheshire, England, providing passenger services on the Mid-Cheshire Line between Chester and Manchester.
  • D. Alsager railway station
    Alsager railway station is a local rail stop in Alsager, Cheshire, England, providing regional passenger services on the Crewe–Derby line.
  • E. Frodsham railway station
    Frodsham railway station is a local rail stop in Frodsham, Cheshire, England, providing passenger services on routes between Manchester and Chester.
  • 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: Sandbach railway station
Triple: [Sandbach, hasRailwayStation, Sandbach railway station]
Generated description
Sandbach railway station is a local rail stop in Cheshire, England, providing passenger services on the Crewe–Manchester line and connecting the town of Sandbach to the wider rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sandbach railway station
Target entity description: Sandbach railway station is a local rail stop in Cheshire, England, providing passenger services on the Crewe–Manchester line and connecting the town of Sandbach to the wider rail network.
  • A. Nantwich Railway Station
    Nantwich Railway Station is a local rail transport hub serving the town of Nantwich in Cheshire, England.
  • B. Banbury railway station
    Banbury railway station is a major railway hub in Oxfordshire, England, providing regional and long-distance passenger services on the Chiltern Main Line and other routes.
  • C. Northwich railway station
    Northwich railway station is a local rail stop in Cheshire, England, providing passenger services on the Mid-Cheshire Line between Chester and Manchester.
  • D. Alsager railway station
    Alsager railway station is a local rail stop in Alsager, Cheshire, England, providing regional passenger services on the Crewe–Derby line.
  • E. Frodsham railway station
    Frodsham railway station is a local rail stop in Frodsham, Cheshire, England, providing passenger services on routes between Manchester and Chester.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03361c79081908baf872821e79983 completed March 22, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0984c5f14819096dfabce4a83e332 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0999358248190b6ade63ded2eaa56 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:53 p.m.