Triple

T21291839
Position Surface form Disambiguated ID Type / Status
Subject HMS Valiant E524811 entity
Predicate partOf P40 FINISHED
Object Valiant class
The Valiant class was a group of British Royal Navy nuclear-powered fleet submarines that formed the backbone of the UK's undersea deterrent and attack capabilities during the Cold War.
E1476606 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: Valiant class | Statement: [HMS Valiant, partOf, Valiant class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valiant class
Context triple: [HMS Valiant, partOf, Valiant class]
  • A. 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.
  • B. Victoria class
    The Victoria class is a group of diesel-electric attack submarines operated by the Royal Canadian Navy, originally built for the Royal Navy as the Upholder class.
  • C. Invincible-class battlecruiser
    The Invincible-class battlecruiser was a pioneering early 20th-century British warship design that combined heavy battleship-caliber guns with higher speed and lighter armor, influencing naval tactics leading up to and during World War I.
  • D. Lexington class
    The Lexington class was a pair of early U.S. Navy aircraft carriers, originally laid down as battlecruisers, that played a key role in developing American carrier aviation between the World Wars and during the early years of World War II.
  • E. Illustrious class
    The Illustrious class was a group of British Royal Navy aircraft carriers built before and during World War II, notable for their armored flight decks and heavy protection.
  • 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: Valiant class
Triple: [HMS Valiant, partOf, Valiant class]
Generated description
The Valiant class was a group of British Royal Navy nuclear-powered fleet submarines that formed the backbone of the UK's undersea deterrent and attack capabilities during the Cold War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valiant class
Target entity description: The Valiant class was a group of British Royal Navy nuclear-powered fleet submarines that formed the backbone of the UK's undersea deterrent and attack capabilities during the Cold War.
  • A. 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.
  • B. Victoria class
    The Victoria class is a group of diesel-electric attack submarines operated by the Royal Canadian Navy, originally built for the Royal Navy as the Upholder class.
  • C. Invincible-class battlecruiser
    The Invincible-class battlecruiser was a pioneering early 20th-century British warship design that combined heavy battleship-caliber guns with higher speed and lighter armor, influencing naval tactics leading up to and during World War I.
  • D. Lexington class
    The Lexington class was a pair of early U.S. Navy aircraft carriers, originally laid down as battlecruisers, that played a key role in developing American carrier aviation between the World Wars and during the early years of World War II.
  • E. Illustrious class
    The Illustrious class was a group of British Royal Navy aircraft carriers built before and during World War II, notable for their armored flight decks and heavy protection.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736da28648190ae3f63c6ba1f6d6f completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09980e17f0819087ae4fd3712fb584 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998d6b37881908a1b09afc1f67746 completed May 17, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0999884e0481909b7ea54cd7ef87b5 completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:04 p.m.