Triple

T9489597
Position Surface form Disambiguated ID Type / Status
Subject Foch E228850 entity
Predicate class P87 FINISHED
Object 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.
E806135 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: Clemenceau class | Statement: [Foch, class, Clemenceau class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clemenceau class
Context triple: [Foch, class, Clemenceau class]
  • A. submarine Le Redoutable
    Submarine Le Redoutable is a decommissioned French nuclear ballistic missile submarine, now preserved as a museum ship and major attraction at the Cité de la Mer in Cherbourg.
  • B. Tonnant-class ship of the line
    The Tonnant-class ship of the line was a French class of powerful 80-gun sailing warships that served prominently during the late 18th and early 19th centuries, including in the Napoleonic Wars.
  • C. 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.
  • D. Type 23 frigates
    Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security operations.
  • E. 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.
  • 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: Clemenceau class
Triple: [Foch, class, Clemenceau class]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clemenceau class
Target entity description: 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.
  • A. submarine Le Redoutable
    Submarine Le Redoutable is a decommissioned French nuclear ballistic missile submarine, now preserved as a museum ship and major attraction at the Cité de la Mer in Cherbourg.
  • B. Tonnant-class ship of the line
    The Tonnant-class ship of the line was a French class of powerful 80-gun sailing warships that served prominently during the late 18th and early 19th centuries, including in the Napoleonic Wars.
  • C. 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.
  • D. Type 23 frigates
    Type 23 frigates are a class of Royal Navy warships designed primarily for anti-submarine warfare, also used in general-purpose roles such as escort duties and maritime security operations.
  • E. 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.
  • 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_69ca847424f081908180305555139f7a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd80c6f6bc8190aa09422508bd5d23 completed April 1, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14bfc9c9c81909ee0a70c323949bf completed April 4, 2026, 5:35 p.m.
NEDg Description generation batch_69d14f350d608190ae21ec119fc41208 completed April 4, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69d14f8368b48190b518363d5df54631 completed April 4, 2026, 5:50 p.m.
Created at: March 30, 2026, 7:55 p.m.