Triple

T6220159
Position Surface form Disambiguated ID Type / Status
Subject Paisley St James railway station E139089 entity
Predicate railAuthority P68975 FINISHED
Object Transport Scotland E27560 NE FINISHED

How this triple was built (3 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: Transport Scotland | Statement: [Paisley St James railway station, railAuthority, Transport Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport Scotland
Context triple: [Paisley St James railway station, railAuthority, Transport Scotland]
  • A. Transport Scotland chosen
    Transport Scotland is the national transport agency of the Scottish Government responsible for planning, funding, and managing Scotland’s trunk roads, rail, ferries, and other key transport infrastructure.
  • B. ScotRail
    ScotRail is the national train operating company in Scotland, providing most passenger rail services across the country.
  • C. Strathclyde Partnership for Transport
    Strathclyde Partnership for Transport is the regional public transport authority for the Strathclyde area of Scotland, responsible for planning, coordinating, and operating key transport services including Glasgow’s subway system.
  • D. ScotRail West Lothian area
    ScotRail West Lothian area is a designated rail fare zone in West Lothian, Scotland, used for ticketing and pricing on ScotRail services serving stations in that region.
  • E. Lothian Buses
    Lothian Buses is the primary municipal bus operator serving Edinburgh and the surrounding Lothian region in Scotland.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: railAuthority
Context triple: [Paisley St James railway station, railAuthority, Transport Scotland]
  • A. railwayStationOnLine
    Indicates that a particular railway station is located on and served by a specified railway line.
  • B. hasNationalRailPlatforms
    Indicates that an entity possesses one or more platforms used by the national rail network for train services.
  • C. railFranchise
    Indicates a contractual relationship in which a company is granted the right to operate rail services or manage rail infrastructure within a specified area or route.
  • D. railwayAccess
    Indicates that an entity has direct access to, connection with, or service by a railway line or station.
  • E. hasNationalRailCategory
    Indicates that an entity is assigned a specific classification or category within a national rail system.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bbb768819099402d367f124639 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5190757648190a73575e680a35684 completed March 26, 2026, 11:31 a.m.
PD Predicate disambiguation batch_69c055ffdf54819086d987d646e44ff5 completed March 22, 2026, 8:50 p.m.
PDg Predicate description generation batch_69c056c965ac8190b938502fa8c74e1b completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 4:21 p.m.