Triple

T17328483
Position Surface form Disambiguated ID Type / Status
Subject HMS Audacious E420749 entity
Predicate partOf P40 FINISHED
Object Astute-class programme
The Astute-class programme is the United Kingdom’s initiative to design, build, and deploy a fleet of advanced nuclear-powered attack submarines for the Royal Navy.
E345096 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: Astute-class programme | Statement: [HMS Audacious, partOf, Astute-class programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Astute-class programme
Context triple: [HMS Audacious, partOf, Astute-class programme]
  • A. HMS Astute
    HMS Astute is the lead nuclear-powered attack submarine of the Royal Navy’s Astute class, known for its advanced stealth, endurance, and weapons systems.
  • B. Dreadnought programme
    The Dreadnought programme is the United Kingdom’s initiative to design, build, and deploy a new generation of nuclear-armed ballistic missile submarines to replace the Royal Navy’s current Vanguard-class deterrent fleet.
  • C. Jubilee Class
    The Jubilee Class was a series of British LMS Stanier 4-6-0 steam locomotives built in the 1930s for mixed-traffic duties across the UK rail network.
  • D. Arctic and Offshore Patrol Ship program
    The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
  • E. DDG-1000 Zumwalt-class program
    The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
  • 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: Astute-class programme
Triple: [HMS Audacious, partOf, Astute-class programme]
Generated description
The Astute-class programme is the United Kingdom’s initiative to design, build, and deploy a fleet of advanced nuclear-powered attack submarines for the Royal Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Astute-class programme
Target entity description: The Astute-class programme is the United Kingdom’s initiative to design, build, and deploy a fleet of advanced nuclear-powered attack submarines for the Royal Navy.
  • A. HMS Astute chosen
    HMS Astute is the lead nuclear-powered attack submarine of the Royal Navy’s Astute class, known for its advanced stealth, endurance, and weapons systems.
  • B. Dreadnought programme
    The Dreadnought programme is the United Kingdom’s initiative to design, build, and deploy a new generation of nuclear-armed ballistic missile submarines to replace the Royal Navy’s current Vanguard-class deterrent fleet.
  • C. Jubilee Class
    The Jubilee Class was a series of British LMS Stanier 4-6-0 steam locomotives built in the 1930s for mixed-traffic duties across the UK rail network.
  • D. Arctic and Offshore Patrol Ship program
    The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
  • E. DDG-1000 Zumwalt-class program
    The DDG-1000 Zumwalt-class program is a U.S. Navy initiative to develop a new generation of stealthy, technologically advanced guided-missile destroyers featuring cutting-edge sensors, weapons, and reduced radar signatures.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e439d42154819093a240f677a63145 completed April 19, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a018c4dff088190833122dbe2981045 completed May 11, 2026, 7:59 a.m.
NEDg Description generation batch_6a018eecff38819092c801e4c9d3a8a0 completed May 11, 2026, 8:10 a.m.
NED2 Entity disambiguation (via description) batch_6a018f50002c8190ae2457cefabacbbe completed May 11, 2026, 8:12 a.m.
Created at: April 10, 2026, 5:43 a.m.