Triple

T21399146
Position Surface form Disambiguated ID Type / Status
Subject Infrastructure Investment Plan for Scotland E527863 entity
Predicate relatedTo P37 FINISHED
Object National Transport Strategy for Scotland — NE NERFINISHED

How this triple was built (2 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: National Transport Strategy for Scotland | Statement: [Infrastructure Investment Plan for Scotland, relatedTo, National Transport Strategy for Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Transport Strategy for Scotland
Context triple: [Infrastructure Investment Plan for Scotland, relatedTo, National Transport Strategy for Scotland]
  • A. National Transport Strategy for Scotland chosen
    The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
  • B. National Planning Framework for Scotland
    The National Planning Framework for Scotland is the Scottish Government’s long-term spatial strategy that guides where development and infrastructure should occur to support sustainable economic growth and community wellbeing across the country.
  • C. Infrastructure Investment Plan for Scotland
    The Infrastructure Investment Plan for Scotland is a long-term strategic framework that sets out the Scottish Government’s priorities and planned spending on national infrastructure, including transport, to support economic growth, sustainability, and public services.
  • D. National Transport Plan of Norway
    The National Transport Plan of Norway is the government’s long-term strategic framework that outlines priorities, investments, and goals for the country’s overall transport system across road, rail, sea, and air.
  • E. Strategic Transport Projects Review
    The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b520ee3c8190abddbee7e37e834c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee62cf3e808190847ad66d2e65f9f2 completed April 26, 2026, 7:09 p.m.
Created at: April 16, 2026, 5:14 p.m.