Triple

T3291767
Position Surface form Disambiguated ID Type / Status
Subject Royal Navy Submarine Service E69116 entity
Predicate plannedToOperate P44344 FINISHED
Object Dreadnought-class submarines 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 submarines | Statement: [Royal Navy Submarine Service, plannedToOperate, Dreadnought-class submarines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dreadnought-class submarines
Context triple: [Royal Navy Submarine Service, plannedToOperate, Dreadnought-class submarines]
  • 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. 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.
  • E. Delta-class submarine
    The Delta-class submarine is a series of Soviet nuclear-powered ballistic missile submarines developed during the Cold War to enhance the USSR’s strategic nuclear deterrent.
  • 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: plannedToOperate
Context triple: [Royal Navy Submarine Service, plannedToOperate, Dreadnought-class submarines]
  • A. operatorPlanned chosen
    Indicates that an operator has scheduled or arranged a specific action, process, or operation to occur.
  • B. operatedAt
    Indicates that an operation, procedure, or activity was performed at a specific location or facility.
  • C. operatingStatus
    Indicates whether an entity is currently functioning, active, or in service versus inactive, closed, or out of service.
  • D. fullyOperationalBy
    Indicates that an entity is expected or required to be completely functional and ready for use no later than a specified time or event.
  • E. operateIn
    Indicates that an entity performs its activities, functions, or services within a specified location, context, or domain.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05d0c908190a927d1af78e27de0 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35458a1248190b11e6756dfc318b7 completed March 13, 2026, 12:03 a.m.
PD Predicate disambiguation batch_69ada42407dc81909f60d7a14e1b7934 completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:10 p.m.