Triple

T15797236
Position Surface form Disambiguated ID Type / Status
Subject Brough E383012 entity
Predicate hasRailwayStation P918 FINISHED
Object Brough railway station
Brough railway station is a transport hub in the East Riding of Yorkshire, England, providing regional and long-distance rail services on the Hull to Selby and Leeds/York lines.
 E1176782 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: Brough railway station | Statement: [Brough, hasRailwayStation, Brough railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brough railway station
Context triple: [Brough, hasRailwayStation, Brough railway station]
  • A. Bruton railway station
    Bruton railway station is a small rural railway stop in Somerset, England, serving the town of Bruton on regional services between Bristol, Bath, and Weymouth.
  • B. High Brooms railway station
    High Brooms railway station is a suburban rail stop serving the High Brooms area of Royal Tunbridge Wells in Kent, England, on the Hastings line.
  • C. Brigg railway station
    Brigg railway station is a small rural train station serving the market town of Brigg in North Lincolnshire, England, on the Sheffield–Lincoln line.
  • D. Kidbrooke railway station
    Kidbrooke railway station is a suburban rail station in southeast London serving the Kidbrooke area with regular commuter services into central London.
  • E. Brundall railway station
    Brundall railway station is a small passenger rail stop in Norfolk, England, serving the village of Brundall on regional routes between Norwich and the Norfolk Broads.
  • 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: Brough railway station
Triple: [Brough, hasRailwayStation, Brough railway station]
Generated description
Brough railway station is a transport hub in the East Riding of Yorkshire, England, providing regional and long-distance rail services on the Hull to Selby and Leeds/York lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brough railway station
Target entity description: Brough railway station is a transport hub in the East Riding of Yorkshire, England, providing regional and long-distance rail services on the Hull to Selby and Leeds/York lines.
  • A. Bruton railway station
    Bruton railway station is a small rural railway stop in Somerset, England, serving the town of Bruton on regional services between Bristol, Bath, and Weymouth.
  • B. High Brooms railway station
    High Brooms railway station is a suburban rail stop serving the High Brooms area of Royal Tunbridge Wells in Kent, England, on the Hastings line.
  • C. Brigg railway station
    Brigg railway station is a small rural train station serving the market town of Brigg in North Lincolnshire, England, on the Sheffield–Lincoln line.
  • D. Kidbrooke railway station
    Kidbrooke railway station is a suburban rail station in southeast London serving the Kidbrooke area with regular commuter services into central London.
  • E. Brundall railway station
    Brundall railway station is a small passenger rail stop in Norfolk, England, serving the village of Brundall on regional routes between Norwich and the Norfolk Broads.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4dd4fd88190a77b224b4dee6541 completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90aea81c8190ad8bc0cdedf4b77a completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff93b24828819092841bc02059995d completed May 9, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff9435b800819093985b293a541e46 completed May 9, 2026, 8:08 p.m.
Created at: April 10, 2026, 4:48 a.m.