Triple

T5372398
Position Surface form Disambiguated ID Type / Status
Subject Settle–Carlisle line E108880 entity
Predicate hasStation P35 FINISHED
Object Armathwaite railway station
Armathwaite railway station is a rural stop in Cumbria, England, serving the village of Armathwaite on the historic Settle–Carlisle railway route through the Eden Valley.
 E516315 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: Armathwaite railway station | Statement: [Settle–Carlisle line, hasStation, Armathwaite railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armathwaite railway station
Context triple: [Settle–Carlisle line, hasStation, Armathwaite railway station]
  • A. Rawtenstall railway station
    Rawtenstall railway station is a preserved heritage railway terminus in Lancashire, England, serving as the northern end of the East Lancashire Railway.
  • B. Ribblehead railway station
    Ribblehead railway station is a rural stop on England’s historic Settle–Carlisle railway line, known for its proximity to the iconic Ribblehead Viaduct in North Yorkshire.
  • C. Workington railway station
    Workington railway station is a coastal rail stop in Cumbria, England, serving the town of Workington on the Cumbrian Coast Line with regional passenger services.
  • D. Cottingley railway station
    Cottingley railway station is a suburban rail stop serving the Cottingley area of Leeds, West Yorkshire, England.
  • E. Castleton Moor railway station
    Castleton Moor railway station is a small rural stop on the Esk Valley Line in North Yorkshire, England, serving the village of Castleton and surrounding moorland communities.
  • 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: Armathwaite railway station
Triple: [Settle–Carlisle line, hasStation, Armathwaite railway station]
Generated description
Armathwaite railway station is a rural stop in Cumbria, England, serving the village of Armathwaite on the historic Settle–Carlisle railway route through the Eden Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armathwaite railway station
Target entity description: Armathwaite railway station is a rural stop in Cumbria, England, serving the village of Armathwaite on the historic Settle–Carlisle railway route through the Eden Valley.
  • A. Rawtenstall railway station
    Rawtenstall railway station is a preserved heritage railway terminus in Lancashire, England, serving as the northern end of the East Lancashire Railway.
  • B. Ribblehead railway station
    Ribblehead railway station is a rural stop on England’s historic Settle–Carlisle railway line, known for its proximity to the iconic Ribblehead Viaduct in North Yorkshire.
  • C. Workington railway station
    Workington railway station is a coastal rail stop in Cumbria, England, serving the town of Workington on the Cumbrian Coast Line with regional passenger services.
  • D. Cottingley railway station
    Cottingley railway station is a suburban rail stop serving the Cottingley area of Leeds, West Yorkshire, England.
  • E. Castleton Moor railway station
    Castleton Moor railway station is a small rural stop on the Esk Valley Line in North Yorkshire, England, serving the village of Castleton and surrounding moorland communities.
  • 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd86aa0f5c8190ba96554e75696f8e completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29347a18819083115fe68db8e708 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a23ba1881909ddc549728bbc2d3 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2e6d5f9081908327dff0058241f0 completed March 21, 2026, 11:49 p.m.
Created at: March 20, 2026, 2:02 p.m.