Triple

T14693701
Position Surface form Disambiguated ID Type / Status
Subject Thales Sonar 2076 suite E345099 entity
Predicate usedOnVesselClass P93468 FINISHED
Object Astute-class submarine E69115 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: Astute-class submarine | Statement: [Thales Sonar 2076 suite, usedOnVesselClass, Astute-class submarine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Astute-class submarine
Context triple: [Thales Sonar 2076 suite, usedOnVesselClass, Astute-class submarine]
  • A. Astute-class submarine chosen
    The Astute-class submarine is a fleet of advanced nuclear-powered attack submarines built for the Royal Navy, known for their stealth, endurance, and sophisticated weapons and sensor systems.
  • B. Triomphant-class submarine
    The Triomphant-class submarine is a class of French nuclear-powered ballistic missile submarines that form a key component of France’s strategic nuclear deterrent.
  • C. Archer-class submarine
    The Archer-class submarine is a class of modern diesel-electric attack submarines, originally built for the Swedish Navy and later upgraded and operated by the Republic of Singapore Navy for stealthy underwater operations.
  • D. 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.
  • E. Barracuda-class submarine
    The Barracuda-class submarine is a French nuclear-powered attack submarine class designed for stealthy blue-water operations, intelligence gathering, and precision strikes.
  • 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: usedOnVesselClass
Context triple: [Thales Sonar 2076 suite, usedOnVesselClass, Astute-class submarine]
  • A. usesVesselType
    Indicates that an entity performs an activity or operation by employing a specific type or category of vessel.
  • B. usedOnShipClass chosen
    Indicates that something (such as equipment, technology, or a system) is employed or installed on a particular class of ship.
  • C. vesselTypeServedOn
    Indicates the type of vessel on which an entity has served or performed duty.
  • D. hasVesselType
    Indicates that an entity is associated with or classified by a specific type of vessel (e.g., ship, boat, or container).
  • E. supportsClassOfShip
    Indicates that one entity is capable of accommodating, servicing, or otherwise functionally supporting a specified class of ship.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb586e7108190be644db9cf9a4d99 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64ec72bc819085fa2c21487f297e completed May 8, 2026, 10:34 p.m.
PD Predicate disambiguation batch_69de6579fb7881909becc8f5822b39d4 completed April 14, 2026, 4:04 p.m.
Created at: April 10, 2026, 1:28 a.m.