Triple

T5612542
Position Surface form Disambiguated ID Type / Status
Subject Whinhill railway station E147390 entity
Predicate hasPassengerServices P1298 FINISHED
Object Glasgow Central – Wemyss Bay
Glasgow Central – Wemyss Bay is a Scottish railway line connecting Glasgow Central station with the coastal town of Wemyss Bay, serving various intermediate communities along the route.
 E533941 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: Glasgow Central – Wemyss Bay | Statement: [Whinhill railway station, hasPassengerServices, Glasgow Central – Wemyss Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Glasgow Central – Wemyss Bay
Context triple: [Whinhill railway station, hasPassengerServices, Glasgow Central – Wemyss Bay]
  • A. Glasgow Central
    Glasgow Central is the main intercity railway terminus in Glasgow, Scotland, and one of the busiest rail hubs in the United Kingdom.
  • B. Glasgow Central and Queen Street
    Glasgow Central and Queen Street is the collective station group designation covering Glasgow’s two principal mainline railway termini, Central and Queen Street, for ticketing and routing purposes.
  • C. Glasgow Central to Ardrossan Harbour
    Glasgow Central to Ardrossan Harbour is a key electrified rail corridor in western Scotland linking Glasgow’s main city terminus with the coastal port town of Ardrossan.
  • D. Glasgow Central to Largs
    Glasgow Central to Largs is a key electrified commuter and regional rail corridor in western Scotland linking Glasgow with the coastal town of Largs.
  • E. Glasgow Central railway station
    Glasgow Central railway station is the main intercity and suburban rail hub in Glasgow, Scotland, and one of the busiest railway terminals in the United Kingdom.
  • 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: Glasgow Central – Wemyss Bay
Triple: [Whinhill railway station, hasPassengerServices, Glasgow Central – Wemyss Bay]
Generated description
Glasgow Central – Wemyss Bay is a Scottish railway line connecting Glasgow Central station with the coastal town of Wemyss Bay, serving various intermediate communities along the route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Glasgow Central – Wemyss Bay
Target entity description: Glasgow Central – Wemyss Bay is a Scottish railway line connecting Glasgow Central station with the coastal town of Wemyss Bay, serving various intermediate communities along the route.
  • A. Glasgow Central
    Glasgow Central is the main intercity railway terminus in Glasgow, Scotland, and one of the busiest rail hubs in the United Kingdom.
  • B. Glasgow Central and Queen Street
    Glasgow Central and Queen Street is the collective station group designation covering Glasgow’s two principal mainline railway termini, Central and Queen Street, for ticketing and routing purposes.
  • C. Glasgow Central to Ardrossan Harbour
    Glasgow Central to Ardrossan Harbour is a key electrified rail corridor in western Scotland linking Glasgow’s main city terminus with the coastal port town of Ardrossan.
  • D. Glasgow Central to Largs
    Glasgow Central to Largs is a key electrified commuter and regional rail corridor in western Scotland linking Glasgow with the coastal town of Largs.
  • E. Glasgow Central railway station
    Glasgow Central railway station is the main intercity and suburban rail hub in Glasgow, Scotland, and one of the busiest railway terminals in the United Kingdom.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0212143708190b5234407334ab216 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0287b14708190bc246e982896ad27 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03f8b6e948190870b98d6d69193fe completed March 22, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c0404f0a3081908850794f9a5cea40 completed March 22, 2026, 7:17 p.m.
Created at: March 22, 2026, 3:39 p.m.