Triple

T11278012
Position Surface form Disambiguated ID Type / Status
Subject Rubis-class nuclear attack submarines E266985 entity
Predicate succeededBy P78 FINISHED
Object Barracuda-class nuclear attack submarines
The Barracuda-class nuclear attack submarines are a modern generation of French Navy submarines designed for enhanced stealth, precision strike capability, and long-endurance blue-water operations.
E266985 NE FINISHED

How this triple was built (4 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: Barracuda-class nuclear attack submarines | Statement: [Rubis-class nuclear attack submarines, succeededBy, Barracuda-class nuclear attack submarines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barracuda-class nuclear attack submarines
Context triple: [Rubis-class nuclear attack submarines, succeededBy, Barracuda-class nuclear attack submarines]
  • A. Thresher-class nuclear submarines
    The Thresher-class nuclear submarines were early U.S. Navy attack submarines notable for their advanced quieting and deep-diving capabilities, and for the tragic loss of their lead boat, USS Thresher (SSN-593), which led to major safety reforms.
  • B. Skipjack-class nuclear submarines
    The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
  • C. Rubis-class nuclear attack submarines
    The Rubis-class nuclear attack submarines are a series of French Navy vessels designed for anti-submarine and anti-surface warfare, reconnaissance, and support of strategic forces, notable for being among the smallest nuclear-powered attack submarines ever built.
  • D. Vanguard-class ballistic missile submarines
    Vanguard-class ballistic missile submarines are the United Kingdom’s nuclear-powered, nuclear-armed submarines that form the seaborne leg of its strategic deterrent force.
  • E. Triomphant-class ballistic missile submarines
    The Triomphant-class ballistic missile submarines are France’s current generation of nuclear-powered strategic deterrent submarines, designed to carry and launch submarine-launched ballistic missiles as part of the French nuclear arsenal.
  • 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: Barracuda-class nuclear attack submarines
Triple: [Rubis-class nuclear attack submarines, succeededBy, Barracuda-class nuclear attack submarines]
Generated description
The Barracuda-class nuclear attack submarines are a modern generation of French Navy submarines designed for enhanced stealth, precision strike capability, and long-endurance blue-water operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barracuda-class nuclear attack submarines
Target entity description: The Barracuda-class nuclear attack submarines are a modern generation of French Navy submarines designed for enhanced stealth, precision strike capability, and long-endurance blue-water operations.
  • A. Thresher-class nuclear submarines
    The Thresher-class nuclear submarines were early U.S. Navy attack submarines notable for their advanced quieting and deep-diving capabilities, and for the tragic loss of their lead boat, USS Thresher (SSN-593), which led to major safety reforms.
  • B. Skipjack-class nuclear submarines
    The Skipjack-class nuclear submarines were a pioneering class of fast attack submarines in the U.S. Navy, notable for their teardrop hull design and enhanced underwater speed and maneuverability during the Cold War era.
  • C. Rubis-class nuclear attack submarines chosen
    The Rubis-class nuclear attack submarines are a series of French Navy vessels designed for anti-submarine and anti-surface warfare, reconnaissance, and support of strategic forces, notable for being among the smallest nuclear-powered attack submarines ever built.
  • D. Vanguard-class ballistic missile submarines
    Vanguard-class ballistic missile submarines are the United Kingdom’s nuclear-powered, nuclear-armed submarines that form the seaborne leg of its strategic deterrent force.
  • E. Triomphant-class ballistic missile submarines
    The Triomphant-class ballistic missile submarines are France’s current generation of nuclear-powered strategic deterrent submarines, designed to carry and launch submarine-launched ballistic missiles as part of the French nuclear arsenal.
  • F. None of above.

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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e967ebb4819080b09ed3cec44e77 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5258cc5208190be268ac6a82c9419 completed April 19, 2026, 6:57 p.m.
NEDg Description generation batch_69e52c81449c8190847b64fa91a45b2e completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e5319b6ef0819096debabfb6ffbe70 completed April 19, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:31 p.m.