Triple

T14693593
Position Surface form Disambiguated ID Type / Status
Subject HMS Astute E345096 entity
Predicate precededByClass P10130 FINISHED
Object Trafalgar class
The Trafalgar class is a series of British nuclear-powered fleet submarines that served as the Royal Navy’s primary attack submarines from the 1980s until their replacement by the Astute class.
E1114416 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: Trafalgar class | Statement: [HMS Astute, precededByClass, Trafalgar class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trafalgar class
Context triple: [HMS Astute, precededByClass, Trafalgar class]
  • A. Churchill class
    The Churchill class was a group of British nuclear-powered fleet submarines developed during the Cold War as an evolution of the earlier Valiant-class design.
  • B. Devonshire class
    The Devonshire class was a group of early 20th-century British armored cruisers built for the Royal Navy, serving in various roles including patrol, escort, and fleet support before and during World War I.
  • C. Type 45 destroyers
    Type 45 destroyers are advanced British Royal Navy air-defence warships designed primarily to protect fleets from aerial and missile threats using sophisticated radar and missile systems.
  • D. Dido class
    The Dido class was a group of British Royal Navy light anti-aircraft cruisers built and used during World War II.
  • E. Admiral class
    The Admiral class was a group of British Royal Navy battlecruisers designed in the World War I era, best known for including HMS Hood, the largest and most powerful warship in the world when completed.
  • 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: Trafalgar class
Triple: [HMS Astute, precededByClass, Trafalgar class]
Generated description
The Trafalgar class is a series of British nuclear-powered fleet submarines that served as the Royal Navy’s primary attack submarines from the 1980s until their replacement by the Astute class.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trafalgar class
Target entity description: The Trafalgar class is a series of British nuclear-powered fleet submarines that served as the Royal Navy’s primary attack submarines from the 1980s until their replacement by the Astute class.
  • A. Churchill class
    The Churchill class was a group of British nuclear-powered fleet submarines developed during the Cold War as an evolution of the earlier Valiant-class design.
  • B. Devonshire class
    The Devonshire class was a group of early 20th-century British armored cruisers built for the Royal Navy, serving in various roles including patrol, escort, and fleet support before and during World War I.
  • C. Type 45 destroyers
    Type 45 destroyers are advanced British Royal Navy air-defence warships designed primarily to protect fleets from aerial and missile threats using sophisticated radar and missile systems.
  • D. Dido class
    The Dido class was a group of British Royal Navy light anti-aircraft cruisers built and used during World War II.
  • E. Admiral class
    The Admiral class was a group of British Royal Navy battlecruisers designed in the World War I era, best known for including HMS Hood, the largest and most powerful warship in the world when completed.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb586e7108190be644db9cf9a4d99 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18b4bdc8190b5daf05484de7cd8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5c65ce0819092a385e92243a3c7 completed May 8, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69fde638f42c8190ba56f9e2f4b03090 completed May 8, 2026, 1:33 p.m.
Created at: April 10, 2026, 1:28 a.m.