Triple

T14753954
Position Surface form Disambiguated ID Type / Status
Subject HMS Indefatigable (1794) E346682 entity
Predicate class P87 FINISHED
Object Artois-class frigate
The Artois-class frigate was a late 18th-century class of powerful British Royal Navy sailing frigates, noted for their heavy armament and active service during the French Revolutionary Wars.
E1117468 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: Artois-class frigate | Statement: [HMS Indefatigable (1794), class, Artois-class frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Artois-class frigate
Context triple: [HMS Indefatigable (1794), class, Artois-class frigate]
  • A. Clemenceau class
    The Clemenceau class was a pair of French aircraft carriers built in the 1950s–60s that formed the core of France’s conventional naval aviation capability during the Cold War.
  • B. La Fayette (R96)
    La Fayette (R96) was a French Navy aircraft carrier, originally the U.S. light aircraft carrier USS Langley (CVL-27), that served France from the early Cold War era into the 1960s.
  • C. Classe Suffren
    Classe Suffren is the French designation for a new generation of nuclear-powered attack submarines designed for the French Navy, featuring advanced stealth, weaponry, and mission capabilities.
  • D. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • E. Type 21 frigate
    The Type 21 frigate was a class of British Royal Navy general-purpose frigates introduced in the late 1960s, known for their high speed, light construction, and service during the Falklands War.
  • 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: Artois-class frigate
Triple: [HMS Indefatigable (1794), class, Artois-class frigate]
Generated description
The Artois-class frigate was a late 18th-century class of powerful British Royal Navy sailing frigates, noted for their heavy armament and active service during the French Revolutionary Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Artois-class frigate
Target entity description: The Artois-class frigate was a late 18th-century class of powerful British Royal Navy sailing frigates, noted for their heavy armament and active service during the French Revolutionary Wars.
  • A. Clemenceau class
    The Clemenceau class was a pair of French aircraft carriers built in the 1950s–60s that formed the core of France’s conventional naval aviation capability during the Cold War.
  • B. La Fayette (R96)
    La Fayette (R96) was a French Navy aircraft carrier, originally the U.S. light aircraft carrier USS Langley (CVL-27), that served France from the early Cold War era into the 1960s.
  • C. Classe Suffren
    Classe Suffren is the French designation for a new generation of nuclear-powered attack submarines designed for the French Navy, featuring advanced stealth, weaponry, and mission capabilities.
  • D. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • E. Type 21 frigate
    The Type 21 frigate was a class of British Royal Navy general-purpose frigates introduced in the late 1960s, known for their high speed, light construction, and service during the Falklands War.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d59df08190a86da5048358bd6e completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb9c725881908004368772fa528d completed May 8, 2026, 3:05 p.m.
NEDg Description generation batch_69fdfde8ed30819083600cdac241675e completed May 8, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69fdfe969a6081908f4ebec0f6538811 completed May 8, 2026, 3:17 p.m.
Created at: April 10, 2026, 1:30 a.m.