Triple

T3081330
Position Surface form Disambiguated ID Type / Status
Subject Bernard Arnault E64261 entity
Predicate parentOf P120 FINISHED
Object 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.
 E328139 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: Jean Arnault | Statement: [Bernard Arnault, parentOf, Jean Arnault]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jean Arnault
Context triple: [Bernard Arnault, parentOf, Jean Arnault]
  • A. Yvon Lambert
    Yvon Lambert is a former Canadian professional ice hockey forward best known for his years with the Montreal Canadiens, with whom he won multiple Stanley Cups in the 1970s.
  • B. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • C. Jean Renaudie
    Jean Renaudie was a French architect known for his radical, geometric social housing projects and influential role in postwar modernist architecture.
  • D. Sébastien Auzière
    Sébastien Auzière is a French financial analyst known publicly as the eldest son of Brigitte Macron, the First Lady of France.
  • E. Philippe Soupault
    Philippe Soupault was a French writer and poet who co-founded the Surrealist movement and played a crucial role in developing early 20th-century avant-garde literature.
  • 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: Jean Arnault
Triple: [Bernard Arnault, parentOf, Jean Arnault]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jean Arnault
Target entity description: 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.
  • A. Yvon Lambert
    Yvon Lambert is a former Canadian professional ice hockey forward best known for his years with the Montreal Canadiens, with whom he won multiple Stanley Cups in the 1970s.
  • B. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • C. Jean Renaudie
    Jean Renaudie was a French architect known for his radical, geometric social housing projects and influential role in postwar modernist architecture.
  • D. Sébastien Auzière
    Sébastien Auzière is a French financial analyst known publicly as the eldest son of Brigitte Macron, the First Lady of France.
  • E. Philippe Soupault
    Philippe Soupault was a French writer and poet who co-founded the Surrealist movement and played a crucial role in developing early 20th-century avant-garde literature.
  • 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_69b2035c404881908635c8514c8c1399 completed March 12, 2026, 12:05 a.m.
NEDg Description generation batch_69b2051868048190b197646d452df8e9 completed March 12, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69b2094564e881909274bb34be922166 completed March 12, 2026, 12:31 a.m.
Created at: March 8, 2026, 3:03 p.m.