Triple

T13686416
Position Surface form Disambiguated ID Type / Status
Subject Jean Arnault E328139 entity
Predicate memberOf P10 FINISHED
Object Arnault family
The Arnault family is a prominent French billionaire dynasty best known for controlling the luxury goods conglomerate LVMH through its patriarch Bernard Arnault and his children.
E1054407 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: Arnault family | Statement: [Jean Arnault, memberOf, Arnault family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnault family
Context triple: [Jean Arnault, memberOf, Arnault family]
  • A. Bettencourt family
    The Bettencourt family is a French billionaire dynasty best known as the founding family and principal heirs of the L'Oréal cosmetics empire.
  • B. Benois family
    The Benois family is a prominent Russian artistic dynasty known for its influential painters, architects, and stage designers active from the 19th to early 20th centuries.
  • C. Noailles family
    The Noailles family is a prominent French noble lineage that produced influential aristocrats, military leaders, and statesmen from the Ancien Régime through the 19th century.
  • D. Amaury family
    The Amaury family is a prominent French media and sports dynasty known for owning the Éditions Philippe Amaury group and controlling major sporting events such as the Tour de France through Amaury Sport Organisation.
  • E. Arenberg family
    The Arenberg family is a prominent European noble house of German origin that rose to princely status and held significant lands and influence in the Holy Roman Empire and later in Belgium.
  • 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: Arnault family
Triple: [Jean Arnault, memberOf, Arnault family]
Generated description
The Arnault family is a prominent French billionaire dynasty best known for controlling the luxury goods conglomerate LVMH through its patriarch Bernard Arnault and his children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnault family
Target entity description: The Arnault family is a prominent French billionaire dynasty best known for controlling the luxury goods conglomerate LVMH through its patriarch Bernard Arnault and his children.
  • A. Bettencourt family
    The Bettencourt family is a French billionaire dynasty best known as the founding family and principal heirs of the L'Oréal cosmetics empire.
  • B. Benois family
    The Benois family is a prominent Russian artistic dynasty known for its influential painters, architects, and stage designers active from the 19th to early 20th centuries.
  • C. Noailles family
    The Noailles family is a prominent French noble lineage that produced influential aristocrats, military leaders, and statesmen from the Ancien Régime through the 19th century.
  • D. Amaury family
    The Amaury family is a prominent French media and sports dynasty known for owning the Éditions Philippe Amaury group and controlling major sporting events such as the Tour de France through Amaury Sport Organisation.
  • E. Arenberg family
    The Arenberg family is a prominent European noble house of German origin that rose to princely status and held significant lands and influence in the Holy Roman Empire and later in Belgium.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc670968881908e2b4fdf656c7285 completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7944981ec8190be5ff39b7c2c70ab completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f795e361c48190b37060312e7df181 completed May 3, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69f796e5c60c8190a19389bc4cdbd658 completed May 3, 2026, 6:41 p.m.
Created at: April 9, 2026, 9:53 p.m.