Triple

T21080818
Position Surface form Disambiguated ID Type / Status
Subject B9077 road E519362 entity
Predicate roadClassificationAuthority P1019 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: [B9077 road, roadClassificationAuthority, Transport Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transport Scotland
Context triple: [B9077 road, roadClassificationAuthority, 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. Scottish Transport Group
    The Scottish Transport Group was a state-owned body that oversaw and coordinated major bus and ferry services across Scotland in the latter half of the 20th century.
  • D. 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.
  • E. Scottish Citylink
    Scottish Citylink is a major long-distance coach operator in Scotland, providing intercity and regional bus services across the country.
  • 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: roadClassificationAuthority
Context triple: [B9077 road, roadClassificationAuthority, Transport Scotland]
  • A. roadNetworkJurisdiction
    Indicates the authority or entity responsible for managing, regulating, or maintaining a given segment of the road network.
  • B. roadSystemRole
    Indicates the specific functional role or responsibility an entity has within a road or transportation network system.
  • C. routeNumberingAuthority
    Indicates the authority or organization responsible for assigning and managing the official number designation of a route.
  • D. roadType chosen
    Indicates the classification or category of a road based on its functional or physical characteristics.
  • E. roadAssociatedWith
    Indicates that there is a relevant connection or linkage between a road and another entity, such as use, location, function, or impact.
  • F. None of above.

Provenance (4 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_69e0b506e59c8190849b71ed07929215 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e702da7be881908e430518103d7bb1 completed April 21, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09507b7d8c8190bcecb828f9383c73 completed May 17, 2026, 5:22 a.m.
PD Predicate disambiguation batch_69e5dbfcd5e881908f1e4e0d2d237856 completed April 20, 2026, 7:55 a.m.
Created at: April 16, 2026, 2:49 p.m.