Triple

T9521287
Position Surface form Disambiguated ID Type / Status
Subject HMS Vanguard E229648 entity
Predicate builder P3143 FINISHED
Object BAE Systems Submarines
BAE Systems Submarines is a UK-based naval shipbuilding division of BAE Systems that specializes in designing and constructing nuclear-powered submarines for the Royal Navy.
E803852 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: BAE Systems Submarines | Statement: [HMS Vanguard, builder, BAE Systems Submarines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BAE Systems Submarines
Context triple: [HMS Vanguard, builder, BAE Systems Submarines]
  • A. Collins-class submarine
    The Collins-class submarine is a class of diesel-electric attack submarines designed for long-range patrols and operated as the primary undersea warfare asset of the Royal Australian Navy.
  • B. BAE Systems Naval Ships
    BAE Systems Naval Ships is a division of BAE Systems that specializes in designing and building major surface warships for the Royal Navy and other international customers.
  • C. Trafalgar-class submarine
    The Trafalgar-class submarine is a class of British nuclear-powered fleet submarines that formed the backbone of the Royal Navy’s attack submarine force from the 1980s into the early 21st century.
  • D. 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.
  • E. 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.
  • 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: BAE Systems Submarines
Triple: [HMS Vanguard, builder, BAE Systems Submarines]
Generated description
BAE Systems Submarines is a UK-based naval shipbuilding division of BAE Systems that specializes in designing and constructing nuclear-powered submarines for the Royal Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BAE Systems Submarines
Target entity description: BAE Systems Submarines is a UK-based naval shipbuilding division of BAE Systems that specializes in designing and constructing nuclear-powered submarines for the Royal Navy.
  • A. Collins-class submarine
    The Collins-class submarine is a class of diesel-electric attack submarines designed for long-range patrols and operated as the primary undersea warfare asset of the Royal Australian Navy.
  • B. BAE Systems Naval Ships
    BAE Systems Naval Ships is a division of BAE Systems that specializes in designing and building major surface warships for the Royal Navy and other international customers.
  • C. Trafalgar-class submarine
    The Trafalgar-class submarine is a class of British nuclear-powered fleet submarines that formed the backbone of the Royal Navy’s attack submarine force from the 1980s into the early 21st century.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9884dd5c8190b69c178cb2ac75c2 completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a5cd2d881908b27649b396c50a1 completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13be79b1c8190a9110312ae25cf32 completed April 4, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69d13ca165b88190b4d629df0e079b3b completed April 4, 2026, 4:30 p.m.
Created at: March 30, 2026, 7:59 p.m.