Triple

T21831208
Position Surface form Disambiguated ID Type / Status
Subject Richard Beeching E538997 entity
Predicate reportAuthored P9386 FINISHED
Object The Reshaping of British Railways NE NERFINISHED

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: The Reshaping of British Railways | Statement: [Richard Beeching, reportAuthored, The Reshaping of British Railways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Reshaping of British Railways
Context triple: [Richard Beeching, reportAuthored, The Reshaping of British Railways]
  • A. The Reshaping of British Railways chosen
    The Reshaping of British Railways was a 1963 British government report by Dr. Richard Beeching that recommended widespread railway line and station closures, fundamentally reshaping the UK rail network.
  • B. British Railways Modernisation Plan
    The British Railways Modernisation Plan was a major post-war programme to transform and modernize Britain’s railway network through widespread dieselisation, electrification, and infrastructure upgrades.
  • C. British Rail sectorisation era
    The British Rail sectorisation era was a period in the 1980s and early 1990s when the UK’s state-owned railway was reorganised into semi-autonomous business sectors, paving the way for later privatisation.
  • D. Railway Executive functions of the British Transport Commission
    Railway Executive functions of the British Transport Commission were the set of responsibilities and powers related to managing and operating Britain’s nationalized railway system under the post-war British Transport Commission.
  • E. Rail Regulator
    The Rail Regulator was the former independent statutory body in Great Britain responsible for overseeing and enforcing the economic and safety regulation of the railway industry before its functions were transferred to successor regulators.
  • 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: reportAuthored
Context triple: [Richard Beeching, reportAuthored, The Reshaping of British Railways]
  • A. reportsOutcomeOf
    Indicates that one entity communicates or provides the result, consequence, or final status of another entity’s process, event, or action.
  • B. reportedOn chosen
    Indicates that one entity has provided an account, description, or coverage of another entity, typically as news, documentation, or an official report.
  • C. reportedFor
    Indicates that one entity has formally notified an authority or system about another entity’s behavior, condition, or status, typically to trigger review or action.
  • D. reportsAs
    Indicates that one entity formally reports information, status, or results to another entity.
  • E. reportsSign
    Indicates that one entity formally reports, records, or communicates the presence or details of a sign associated with another entity.
  • F. None of above.

Provenance (3 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_69e0c475cda88190987d08f23caebdc1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f091362d9081909f00ad7a2806d5cb completed April 28, 2026, 10:51 a.m.
PD Predicate disambiguation batch_69e6be8c14748190bdcc44a14d50bea4 completed April 21, 2026, 12:02 a.m.
Created at: April 16, 2026, 6:55 p.m.