Triple

T10487577
Position Surface form Disambiguated ID Type / Status
Subject Glasgow–Edinburgh transport corridor E247335 entity
Predicate hasRoadAuthority P94568 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: [Glasgow–Edinburgh transport corridor, hasRoadAuthority, Transport Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport Scotland
Context triple: [Glasgow–Edinburgh transport corridor, hasRoadAuthority, 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. ScotRail West Region
    ScotRail West Region is an operational area of Scotland’s national rail operator that oversees passenger train services and stations across the western part of the country.
  • D. 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.
  • E. 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.
  • 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: hasRoadAuthority
Context triple: [Glasgow–Edinburgh transport corridor, hasRoadAuthority, Transport Scotland]
  • A. hasRoadPass
    Indicates that an entity possesses a valid authorization or permit required to use a specific road or road network.
  • B. hasRoadway
    Indicates that one location or area is connected to another by a road or roadway infrastructure.
  • C. hasAccessRoadType
    Indicates that an entity is connected to or served by a road of a specified access type (e.g., public, private, restricted).
  • D. hasRoadStandard
    Indicates that a road or roadway segment conforms to, or is governed by, a specific road design, construction, or operational standard.
  • E. hasRoads
    Indicates that there exist constructed road connections linking the related entities.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5096a4d3481908e9c319f6cdce4f1 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b31de8c8190996df69ae02278f8 completed April 10, 2026, 9:27 p.m.
PD Predicate disambiguation batch_69d4fb8a30848190b33cf43f005a028e completed April 7, 2026, 12:41 p.m.
PDg Predicate description generation batch_69d5092af880819082b42c0a68e45c5f completed April 7, 2026, 1:39 p.m.
Created at: April 6, 2026, 12:23 p.m.