Triple

T17372472
Position Surface form Disambiguated ID Type / Status
Subject Potteries Loop Line E422350 entity
Predicate hadStation P89322 FINISHED
Object Shelton railway station
Shelton railway station was a former stop on the North Staffordshire Railway network in Stoke-on-Trent, England, serving the local Shelton area along the historic Potteries Loop Line.
 E1265451 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: Shelton railway station | Statement: [Potteries Loop Line, hadStation, Shelton railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shelton railway station
Context triple: [Potteries Loop Line, hadStation, Shelton 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. Shotton railway station
    Shotton railway station is a railway stop in Shotton, Flintshire, Wales, serving both local and regional services on the North Wales rail network.
  • C. Shenstone railway station
    Shenstone railway station is a small commuter rail stop in Staffordshire, England, serving the village of Shenstone with regular regional services.
  • D. Walton railway station
    Walton railway station is a local passenger rail stop in Walton, England, providing regional train services that connect the area with nearby towns and cities.
  • E. 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.
  • 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: Shelton railway station
Triple: [Potteries Loop Line, hadStation, Shelton railway station]
Generated description
Shelton railway station was a former stop on the North Staffordshire Railway network in Stoke-on-Trent, England, serving the local Shelton area along the historic Potteries Loop Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shelton railway station
Target entity description: Shelton railway station was a former stop on the North Staffordshire Railway network in Stoke-on-Trent, England, serving the local Shelton area along the historic Potteries Loop Line.
  • 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. Shotton railway station
    Shotton railway station is a railway stop in Shotton, Flintshire, Wales, serving both local and regional services on the North Wales rail network.
  • C. Shenstone railway station
    Shenstone railway station is a small commuter rail stop in Staffordshire, England, serving the village of Shenstone with regular regional services.
  • D. Walton railway station
    Walton railway station is a local passenger rail stop in Walton, England, providing regional train services that connect the area with nearby towns and cities.
  • E. 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.
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a69d93c81908ce2d909857a3a11 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019568a27c8190af1bbe6db75f3e6f completed May 11, 2026, 8:38 a.m.
NEDg Description generation batch_6a019b7b645c819087040b18ee447321 completed May 11, 2026, 9:03 a.m.
NED2 Entity disambiguation (via description) batch_6a019c8392d8819098317ff88a5c6e06 completed May 11, 2026, 9:08 a.m.
Created at: April 10, 2026, 5:44 a.m.