Triple

T3081328
Position Surface form Disambiguated ID Type / Status
Subject Bernard Arnault E64261 entity
Predicate parentOf P120 FINISHED
Object Alexandre Arnault
Alexandre Arnault is a French businessman known for his executive roles within the LVMH luxury group, particularly in leading and modernizing its fashion and jewelry brands.
E331005 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: Alexandre Arnault | Statement: [Bernard Arnault, parentOf, Alexandre Arnault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alexandre Arnault
Context triple: [Bernard Arnault, parentOf, Alexandre Arnault]
  • A. Antoine Arnault
    Antoine Arnault is a French businessman and LVMH executive known for leading luxury brands such as Berluti and Loro Piana and overseeing image and communications for the group.
  • B. Delphine Arnault
    Delphine Arnault is a French businesswoman who serves as a leading executive within the LVMH luxury group and is widely regarded as a key figure in the global fashion and luxury industry.
  • C. Bernard Arnault
    Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
  • D. Michele Lacroix
    Michele Lacroix is a Belgian public figure best known as the wife of professional footballer Kevin De Bruyne.
  • E. Jean Arnault
    Jean Arnault is a French businessman known as one of the heirs to the LVMH luxury empire and a member of the influential Arnault family.
  • 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: Alexandre Arnault
Triple: [Bernard Arnault, parentOf, Alexandre Arnault]
Generated description
Alexandre Arnault is a French businessman known for his executive roles within the LVMH luxury group, particularly in leading and modernizing its fashion and jewelry brands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alexandre Arnault
Target entity description: Alexandre Arnault is a French businessman known for his executive roles within the LVMH luxury group, particularly in leading and modernizing its fashion and jewelry brands.
  • A. Antoine Arnault
    Antoine Arnault is a French businessman and LVMH executive known for leading luxury brands such as Berluti and Loro Piana and overseeing image and communications for the group.
  • B. Delphine Arnault
    Delphine Arnault is a French businesswoman who serves as a leading executive within the LVMH luxury group and is widely regarded as a key figure in the global fashion and luxury industry.
  • C. Bernard Arnault
    Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
  • D. Michele Lacroix
    Michele Lacroix is a Belgian public figure best known as the wife of professional footballer Kevin De Bruyne.
  • E. Jean Arnault
    Jean Arnault is a French businessman known as one of the heirs to the LVMH luxury empire and a member of the influential Arnault family.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1aaf6d48190af4f9106965589b0 completed March 8, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224bbc4088190bdbb0a214b512944 completed March 12, 2026, 2:28 a.m.
NEDg Description generation batch_69b225a549688190b322c770eb7c61ac completed March 12, 2026, 2:32 a.m.
NED2 Entity disambiguation (via description) batch_69b225fef06081908dcd8201def1ad95 completed March 12, 2026, 2:33 a.m.
Created at: March 8, 2026, 3:03 p.m.