Triple

T2747527
Position Surface form Disambiguated ID Type / Status
Subject Saint-Nazaire E60904 entity
Predicate hasShipyard P4334 FINISHED
Object Chantiers de l’Atlantique
Chantiers de l’Atlantique is a major French shipbuilding company renowned for constructing some of the world’s largest and most advanced cruise ships and ocean liners.
E296130 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: Chantiers de l’Atlantique | Statement: [Saint-Nazaire, hasShipyard, Chantiers de l’Atlantique]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chantiers de l’Atlantique
Context triple: [Saint-Nazaire, hasShipyard, Chantiers de l’Atlantique]
  • A. Naval Group
    Naval Group is a major French industrial group specializing in naval defense and marine renewable energy, known for designing and building submarines and warships for the French Navy and international clients.
  • B. Compagnie de Fives-Lille
    Compagnie de Fives-Lille was a prominent French engineering and construction firm known for designing and building major iron and steel structures, including notable railway stations and industrial works in the 19th and early 20th centuries.
  • C. Le Creusot
    Le Creusot is an industrial town in eastern France historically known for its steelworks and heavy engineering industries.
  • D. Bethlehem Shipbuilding Corporation
    Bethlehem Shipbuilding Corporation was a major American shipbuilding company, particularly prominent in the early to mid-20th century for constructing numerous naval and commercial vessels.
  • E. Compagnie Générale de Navigation sur le lac Léman
    Compagnie Générale de Navigation sur le lac Léman is a Swiss boat company that operates passenger and tourist cruises on Lake Geneva, including its famous Belle Époque paddle steamers.
  • 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: Chantiers de l’Atlantique
Triple: [Saint-Nazaire, hasShipyard, Chantiers de l’Atlantique]
Generated description
Chantiers de l’Atlantique is a major French shipbuilding company renowned for constructing some of the world’s largest and most advanced cruise ships and ocean liners.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chantiers de l’Atlantique
Target entity description: Chantiers de l’Atlantique is a major French shipbuilding company renowned for constructing some of the world’s largest and most advanced cruise ships and ocean liners.
  • A. Naval Group
    Naval Group is a major French industrial group specializing in naval defense and marine renewable energy, known for designing and building submarines and warships for the French Navy and international clients.
  • B. Compagnie de Fives-Lille
    Compagnie de Fives-Lille was a prominent French engineering and construction firm known for designing and building major iron and steel structures, including notable railway stations and industrial works in the 19th and early 20th centuries.
  • C. Le Creusot
    Le Creusot is an industrial town in eastern France historically known for its steelworks and heavy engineering industries.
  • D. Bethlehem Shipbuilding Corporation
    Bethlehem Shipbuilding Corporation was a major American shipbuilding company, particularly prominent in the early to mid-20th century for constructing numerous naval and commercial vessels.
  • E. Compagnie Générale de Navigation sur le lac Léman
    Compagnie Générale de Navigation sur le lac Léman is a Swiss boat company that operates passenger and tourist cruises on Lake Geneva, including its famous Belle Époque paddle steamers.
  • 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb4ff7b08190b72edb6a2bc5fd19 completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd341a88190ae0f5eb94a6fdc92 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbd8563248190af593099ecae84ee completed March 10, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69afbdb28a708190bbd4bc6632b8e137 completed March 10, 2026, 6:44 a.m.
Created at: March 6, 2026, 9:56 p.m.