Triple

T10109245
Position Surface form Disambiguated ID Type / Status
Subject Typhoon-class submarine E218198 entity
Predicate sovietDesignation P18172 FINISHED
Object Project 941 Akula
Project 941 Akula is the Soviet/Russian nuclear-powered ballistic missile submarine class known in the West as the Typhoon class, among the largest submarines ever built.
E843756 NE FINISHED

How this triple was built (5 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: Project 941 Akula | Statement: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Project 941 Akula
Context triple: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
  • A. Akula-class submarine
    The Akula-class submarine is a series of nuclear-powered attack submarines developed by the Soviet Union during the Cold War, known for their improved stealth, speed, and advanced weaponry compared to earlier Soviet designs.
  • B. Проект 671
    Проект 671 is the Soviet nuclear-powered attack submarine class known in the West as the Victor-class, designed for high-speed, deep-water anti-submarine and anti-surface warfare during the Cold War.
  • C. Project 636 diesel-electric submarines
    Project 636 diesel-electric submarines are a class of Russian-built, stealth-enhanced Kilo-class submarines known for their quiet operation and export to multiple navies worldwide.
  • D. Walrus-class submarine
    The Walrus-class submarine is a Dutch-built class of modern diesel-electric attack submarines known for their stealth, long-range patrol capabilities, and service with the Royal Netherlands Navy.
  • E. Ula-class submarines
    Ula-class submarines are a fleet of small, modern diesel-electric attack submarines operated by Norway, optimized for stealthy coastal and littoral operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Project 941 Akula
Triple: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
Generated description
Project 941 Akula is the Soviet/Russian nuclear-powered ballistic missile submarine class known in the West as the Typhoon class, among the largest submarines ever built.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Project 941 Akula
Target entity description: Project 941 Akula is the Soviet/Russian nuclear-powered ballistic missile submarine class known in the West as the Typhoon class, among the largest submarines ever built.
  • A. Akula-class submarine
    The Akula-class submarine is a series of nuclear-powered attack submarines developed by the Soviet Union during the Cold War, known for their improved stealth, speed, and advanced weaponry compared to earlier Soviet designs.
  • B. Проект 671
    Проект 671 is the Soviet nuclear-powered attack submarine class known in the West as the Victor-class, designed for high-speed, deep-water anti-submarine and anti-surface warfare during the Cold War.
  • C. Project 636 diesel-electric submarines
    Project 636 diesel-electric submarines are a class of Russian-built, stealth-enhanced Kilo-class submarines known for their quiet operation and export to multiple navies worldwide.
  • D. Walrus-class submarine
    The Walrus-class submarine is a Dutch-built class of modern diesel-electric attack submarines known for their stealth, long-range patrol capabilities, and service with the Royal Netherlands Navy.
  • E. Ula-class submarines
    Ula-class submarines are a fleet of small, modern diesel-electric attack submarines operated by Norway, optimized for stealthy coastal and littoral operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sovietDesignation
Context triple: [Typhoon-class submarine, sovietDesignation, Project 941 Akula]
  • A. SovietDesignation chosen
    Indicates that an entity has been assigned an official designation or code name by Soviet authorities or according to Soviet classification systems.
  • B. sovietArtilleryPieces
    Indicates that the subject possesses or is associated with artillery pieces belonging to or originating from the Soviet military.
  • C. commanderForSovietSide
    Indicates that an entity serves as a military commander representing or leading forces on the Soviet side in a conflict or operation.
  • D. SovietForceType
    Indicates that the entity is classified as a type or category of Soviet military force.
  • E. involvedUnitSoviet
    Indicates that a Soviet military or organizational unit was involved in a particular event, operation, or action.
  • F. None of above.

Provenance (6 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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd0cbd8a48190b2af6177d1249f58 completed April 2, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e59ec83c8190a79fbb0d0de90310 completed April 5, 2026, 10:43 p.m.
NEDg Description generation batch_69d2e6f0aa988190aa9a866afcc2a1a2 completed April 5, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69d2e78384f48190abb7bdd7fcadcd9a completed April 5, 2026, 10:51 p.m.
PD Predicate disambiguation batch_69cd4b9ed7e48190aa132ef8a69b49f9 completed April 1, 2026, 4:45 p.m.
Created at: March 30, 2026, 9:03 p.m.