Triple

T11278010
Position Surface form Disambiguated ID Type / Status
Subject Rubis-class nuclear attack submarines E266985 entity
Predicate builder P3143 FINISHED
Object DCN Cherbourg
DCN Cherbourg is a major French naval shipyard and submarine construction facility known for building advanced nuclear-powered submarines for the French Navy.
E916417 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: DCN Cherbourg | Statement: [Rubis-class nuclear attack submarines, builder, DCN Cherbourg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DCN Cherbourg
Context triple: [Rubis-class nuclear attack submarines, builder, DCN Cherbourg]
  • A. Le Triomphant (S616)
    Le Triomphant (S616) is a French Navy nuclear-powered ballistic missile submarine that serves as the lead boat of the Triomphant class and a key component of France’s strategic nuclear deterrent.
  • B. Normandie dry dock
    The Normandie dry dock was a massive naval repair facility in Saint-Nazaire, France, and a strategic target in World War II because it was one of the few docks capable of servicing Germany’s largest battleships.
  • C. Perros-Guirec
    Perros-Guirec is a coastal resort town in Brittany, France, renowned for its Pink Granite Coast, beaches, and scenic seaside landscapes.
  • D. 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.
  • E. 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.
  • 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: DCN Cherbourg
Triple: [Rubis-class nuclear attack submarines, builder, DCN Cherbourg]
Generated description
DCN Cherbourg is a major French naval shipyard and submarine construction facility known for building advanced nuclear-powered submarines for the French Navy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DCN Cherbourg
Target entity description: DCN Cherbourg is a major French naval shipyard and submarine construction facility known for building advanced nuclear-powered submarines for the French Navy.
  • A. Le Triomphant (S616)
    Le Triomphant (S616) is a French Navy nuclear-powered ballistic missile submarine that serves as the lead boat of the Triomphant class and a key component of France’s strategic nuclear deterrent.
  • B. Normandie dry dock
    The Normandie dry dock was a massive naval repair facility in Saint-Nazaire, France, and a strategic target in World War II because it was one of the few docks capable of servicing Germany’s largest battleships.
  • C. Perros-Guirec
    Perros-Guirec is a coastal resort town in Brittany, France, renowned for its Pink Granite Coast, beaches, and scenic seaside landscapes.
  • D. 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.
  • E. 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.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e967ebb4819080b09ed3cec44e77 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f455f0bc8190994c57264f775f60 completed April 19, 2026, 3:27 p.m.
NEDg Description generation batch_69e4f95be4b08190bebb2078406cb7ba completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff5881b8819080f9662a0c2d486d completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:31 p.m.