Triple

T5623904
Position Surface form Disambiguated ID Type / Status
Subject Edinburgh–North Berwick Line E147673 entity
Predicate hasStation P35 FINISHED
Object Wallyford railway station
Wallyford railway station is a small commuter rail stop in East Lothian, Scotland, serving the village of Wallyford with regular services into Edinburgh and surrounding areas.
 E528269 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: Wallyford railway station | Statement: [Edinburgh–North Berwick Line, hasStation, Wallyford railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wallyford railway station
Context triple: [Edinburgh–North Berwick Line, hasStation, Wallyford railway station]
  • A. Wylde Green railway station
    Wylde Green railway station is a suburban rail stop in the West Midlands, England, serving the Wylde Green area on Birmingham’s Cross-City Line.
  • B. Whalley railway station
    Whalley railway station is a local train stop in the village of Whalley in Lancashire, England, serving passengers on the Ribble Valley Line.
  • C. Farnworth railway station
    Farnworth railway station is a local rail stop in Farnworth, Greater Manchester, providing passenger services on the route between Manchester and Bolton.
  • D. Watlington railway station
    Watlington railway station is a rural stop in Norfolk, England, serving the village of Watlington on the rail line between King’s Lynn and Cambridge.
  • E. Wickford railway station
    Wickford railway station is a commuter rail station in Essex, England, serving the town of Wickford on routes between London and Southend.
  • 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: Wallyford railway station
Triple: [Edinburgh–North Berwick Line, hasStation, Wallyford railway station]
Generated description
Wallyford railway station is a small commuter rail stop in East Lothian, Scotland, serving the village of Wallyford with regular services into Edinburgh and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wallyford railway station
Target entity description: Wallyford railway station is a small commuter rail stop in East Lothian, Scotland, serving the village of Wallyford with regular services into Edinburgh and surrounding areas.
  • A. Wylde Green railway station
    Wylde Green railway station is a suburban rail stop in the West Midlands, England, serving the Wylde Green area on Birmingham’s Cross-City Line.
  • B. Whalley railway station
    Whalley railway station is a local train stop in the village of Whalley in Lancashire, England, serving passengers on the Ribble Valley Line.
  • C. Farnworth railway station
    Farnworth railway station is a local rail stop in Farnworth, Greater Manchester, providing passenger services on the route between Manchester and Bolton.
  • D. Watlington railway station
    Watlington railway station is a rural stop in Norfolk, England, serving the village of Watlington on the rail line between King’s Lynn and Cambridge.
  • E. Wickford railway station
    Wickford railway station is a commuter rail station in Essex, England, serving the town of Wickford on routes between London and Southend.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c022165d8c8190b2a14f1cd0a45ecc completed March 22, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287fcde881908f761b701bf9a4f3 completed March 22, 2026, 5:36 p.m.
NEDg Description generation batch_69c03894b9388190bd534ad107722b83 completed March 22, 2026, 6:44 p.m.
NED2 Entity disambiguation (via description) batch_69c03932eb8c8190a572d4ae3831c9dc completed March 22, 2026, 6:47 p.m.
Created at: March 22, 2026, 3:40 p.m.