Triple

T2118261
Position Surface form Disambiguated ID Type / Status
Subject Nuclear weapons policy of the United Kingdom E43856 entity
Predicate modernisationProgramme P4337 FINISHED
Object Dreadnought-class submarine programme E86181 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: Dreadnought-class submarine programme | Statement: [Nuclear weapons policy of the United Kingdom, modernisationProgramme, Dreadnought-class submarine programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dreadnought-class submarine programme
Context triple: [Nuclear weapons policy of the United Kingdom, modernisationProgramme, Dreadnought-class submarine programme]
  • A. Dreadnought-class submarine chosen
    The Dreadnought-class submarine is a new generation of British nuclear-powered ballistic missile submarines designed to replace the Royal Navy’s Vanguard class as the backbone of the UK’s sea-based nuclear deterrent.
  • B. Victoria-class submarine
    The Victoria-class submarine is a class of diesel-electric attack submarines originally built for the Royal Navy as the Upholder class and later modernized and operated by the Royal Canadian Navy for coastal defense, surveillance, and training.
  • C. Oscar-class submarine
    The Oscar-class submarine is a Soviet-designed nuclear-powered cruise missile submarine class built during the Cold War to attack NATO carrier battle groups and strategic targets at sea.
  • D. Collins-class submarine
    The Collins-class submarine is a class of diesel-electric attack submarines designed for long-range patrols and operated as the primary undersea warfare asset of the Royal Australian Navy.
  • E. Victor-class submarine
    The Victor-class submarine was a series of Soviet nuclear-powered attack submarines developed during the Cold War for high-speed, deep-diving anti-submarine and anti-surface warfare.
  • 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: modernisationProgramme
Context triple: [Nuclear weapons policy of the United Kingdom, modernisationProgramme, Dreadnought-class submarine programme]
  • A. modernizationPolicy
    Indicates the implementation or presence of policies aimed at updating, reforming, or advancing existing systems, structures, or practices.
  • B. modernization chosen
    Indicates a process by which something is updated, reformed, or transformed to align with contemporary standards, technologies, or practices.
  • C. modernizationFeatures
    Indicates that something includes characteristics, elements, or improvements associated with making it more modern or up to date.
  • D. modernizationPeriod
    Indicates the time span during which an entity undergoes or is subject to modernization efforts or processes.
  • E. modernizedFor
    Indicates that something has been updated, adapted, or improved to suit more recent standards, technologies, or conditions.
  • 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_69a88717cfe48190b7ecdd68c824848a completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb3117c081908c5e748a869d1f9f completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae307b08148190aa201ac038ce9944 completed March 9, 2026, 2:29 a.m.
PD Predicate disambiguation batch_69abb7bbf9d881909d223b0cab7cab18 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:44 p.m.