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.