Triple

T3291694
Position Surface form Disambiguated ID Type / Status
Subject Astute-class submarine E69115 entity
Predicate thirdBoat P47772 FINISHED
Object HMS Artful
HMS Artful is a Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealthy intelligence gathering, anti-ship and anti-submarine warfare, and precision land-attack missions.
E417954 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: HMS Artful | Statement: [Astute-class submarine, thirdBoat, HMS Artful]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HMS Artful
Context triple: [Astute-class submarine, thirdBoat, HMS Artful]
  • A. HMS Heron
    HMS Heron is the Royal Navy’s Fleet Air Arm air station at Yeovilton in Somerset, serving as a major base for naval aviation operations and training.
  • B. HMS Naiad
    HMS Naiad was a British Royal Navy light cruiser that saw active service during the Second World War, including operations in the Mediterranean.
  • C. HMS Ambush
    HMS Ambush is a British Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealth, intelligence gathering, and precision strike capabilities.
  • D. HMS Vigilant
    HMS Vigilant is a British Royal Navy Vanguard-class nuclear-powered ballistic missile submarine that carries and deploys the UK's Trident nuclear deterrent.
  • E. HMS Arethusa
    HMS Arethusa was a British Royal Navy light cruiser that served prominently during the early years of World War II, including North Sea operations and convoy escort duties.
  • 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: HMS Artful
Triple: [Astute-class submarine, thirdBoat, HMS Artful]
Generated description
HMS Artful is a Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealthy intelligence gathering, anti-ship and anti-submarine warfare, and precision land-attack missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HMS Artful
Target entity description: HMS Artful is a Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealthy intelligence gathering, anti-ship and anti-submarine warfare, and precision land-attack missions.
  • A. HMS Heron
    HMS Heron is the Royal Navy’s Fleet Air Arm air station at Yeovilton in Somerset, serving as a major base for naval aviation operations and training.
  • B. HMS Naiad
    HMS Naiad was a British Royal Navy light cruiser that saw active service during the Second World War, including operations in the Mediterranean.
  • C. HMS Ambush
    HMS Ambush is a British Royal Navy nuclear-powered attack submarine of the Astute class, designed for stealth, intelligence gathering, and precision strike capabilities.
  • D. HMS Vigilant
    HMS Vigilant is a British Royal Navy Vanguard-class nuclear-powered ballistic missile submarine that carries and deploys the UK's Trident nuclear deterrent.
  • E. HMS Arethusa
    HMS Arethusa was a British Royal Navy light cruiser that served prominently during the early years of World War II, including North Sea operations and convoy escort duties.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: thirdBoat
Context triple: [Astute-class submarine, thirdBoat, HMS Artful]
  • A. hasBoat
    Indicates that one entity possesses, owns, or has control over a boat.
  • B. thirdSingle
    Indicates that an entity is the third single (e.g., third single release) associated with another entity, typically in a sequence such as from an album or artist.
  • C. hullType
    Indicates the specific structural design or configuration of an object's hull, typically classifying how its outer body or shell is shaped or constructed.
  • D. thirdWord
    Indicates that one entity is the third word in sequence within another entity (such as a text or phrase).
  • E. boatServiceFrom
    Indicates that a boat transportation service operates starting from a specified location to one or more other locations.
  • F. None of above. chosen

Provenance (7 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_69b57f070d6081909bc6ae1ce127c3d7 completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b582f9c858819094de05e240c98594 completed March 14, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69b5836543848190abbf31c04804358d completed March 14, 2026, 3:48 p.m.
PD Predicate disambiguation batch_69ada42407dc81909f60d7a14e1b7934 completed March 8, 2026, 4:30 p.m.
PDg Predicate description generation batch_69ada526764881908e4bd52938d5374d completed March 8, 2026, 4:34 p.m.
Created at: March 8, 2026, 3:10 p.m.