Triple
T3081329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard Arnault |
E64261
|
entity |
| Predicate | parentOf |
P120
|
FINISHED |
| Object |
Frédéric Arnault
Frédéric Arnault is a French business executive known for his leadership roles within the LVMH luxury group, particularly in its watch division.
|
E498839
|
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: Frédéric Arnault | Statement: [Bernard Arnault, parentOf, Frédéric Arnault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frédéric Arnault Context triple: [Bernard Arnault, parentOf, Frédéric Arnault]
-
A.
Louis Boisot
Louis Boisot was a Dutch nobleman and admiral of the Sea Beggars who played a key role in the Dutch Revolt by helping to relieve the besieged city of Leiden in 1574.
-
B.
Roland Gallois
Roland Gallois is a film editor known for his work on the feature film "Slow West."
-
C.
Alexandre de Franceschi
Alexandre de Franceschi is a film editor known for his work on the movie "Lion."
-
D.
Frédéric Burnier-Framboret
Frédéric Burnier-Framboret is a French local politician who serves as the mayor of the Alpine town of Albertville.
-
E.
Sébastien Auzière
Sébastien Auzière is a French financial analyst known publicly as the eldest son of Brigitte Macron, the First Lady of France.
- 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: Frédéric Arnault Triple: [Bernard Arnault, parentOf, Frédéric Arnault]
Generated description
Frédéric Arnault is a French business executive known for his leadership roles within the LVMH luxury group, particularly in its watch division.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frédéric Arnault Target entity description: Frédéric Arnault is a French business executive known for his leadership roles within the LVMH luxury group, particularly in its watch division.
-
A.
Louis Boisot
Louis Boisot was a Dutch nobleman and admiral of the Sea Beggars who played a key role in the Dutch Revolt by helping to relieve the besieged city of Leiden in 1574.
-
B.
Roland Gallois
Roland Gallois is a film editor known for his work on the feature film "Slow West."
-
C.
Alexandre de Franceschi
Alexandre de Franceschi is a film editor known for his work on the movie "Lion."
-
D.
Frédéric Burnier-Framboret
Frédéric Burnier-Framboret is a French local politician who serves as the mayor of the Alpine town of Albertville.
-
E.
Sébastien Auzière
Sébastien Auzière is a French financial analyst known publicly as the eldest son of Brigitte Macron, the First Lady of France.
- 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_69becf8388f8819090829c206f4080a2 |
completed | March 21, 2026, 5:04 p.m. |
| NEDg | Description generation | batch_69bed398062c8190bccf063099553b5c |
completed | March 21, 2026, 5:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed3eb41f08190991d4eb0db309362 |
completed | March 21, 2026, 5:22 p.m. |
Created at: March 8, 2026, 3:03 p.m.