Triple

T16471117
Position Surface form Disambiguated ID Type / Status
Subject Somerset and Dorset Joint Railway E400060 entity
Predicate closurePolicyContext P122916 FINISHED
Object Beeching cuts E144353 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: Beeching cuts | Statement: [Somerset and Dorset Joint Railway, closurePolicyContext, Beeching cuts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beeching cuts
Context triple: [Somerset and Dorset Joint Railway, closurePolicyContext, Beeching cuts]
  • A. Beeching
    Beeching is a surname most prominently associated with Richard Beeching, the British engineer and administrator known for reshaping the UK railway network in the 1960s.
  • B. Beeching cuts implementation chosen
    Beeching cuts implementation refers to the large-scale reduction of Britain’s railway network in the 1960s, when many lines and stations were closed following Dr. Richard Beeching’s cost-cutting reports.
  • C. The Reshaping of British Railways
    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.
  • D. 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.
  • E. 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.
  • 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: closurePolicyContext
Context triple: [Somerset and Dorset Joint Railway, closurePolicyContext, Beeching cuts]
  • A. closureType
    Indicates the specific manner or condition in which something is closed, completed, or terminated within a process or relationship.
  • B. closureContext
    Indicates the surrounding scope or environment in which an operation, expression, or function is defined and executed, capturing the variables and bindings available to it.
  • C. closureBy
    Indicates that one entity causes, performs, or is responsible for the closing or termination of another entity, event, or process.
  • D. closureReason
    Indicates the reason or cause for which an entity, process, or case has been closed or terminated.
  • E. closure
    Indicates that an entity is closed or not accessible/available for use, entry, or interaction.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dd0d2fc81909b68b5afb00f192f completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f5af4308190bd023624de35027f completed May 10, 2026, 9:26 a.m.
PD Predicate disambiguation batch_69e22706b0588190a48a951c5211a617 completed April 17, 2026, 12:26 p.m.
PDg Predicate description generation batch_69e24556c1348190902a4d116c3137d9 completed April 17, 2026, 2:36 p.m.
Created at: April 10, 2026, 5:11 a.m.