Triple
T3081326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard Arnault |
E64261
|
entity |
| Predicate | parentOf |
P120
|
FINISHED |
| Object |
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.
|
E324683
|
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: Delphine Arnault | Statement: [Bernard Arnault, parentOf, Delphine Arnault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Delphine Arnault Context triple: [Bernard Arnault, parentOf, Delphine Arnault]
-
A.
Françoise Bettencourt Meyers
Françoise Bettencourt Meyers is a French heiress, author, and businesswoman best known as the L’Oréal fortune heir and one of the world’s wealthiest women.
-
B.
Liliane Bettencourt
Liliane Bettencourt was a French heiress, businesswoman, and philanthropist, best known as the principal shareholder of L'Oréal and once one of the world's wealthiest women.
-
C.
Élise Couture
Élise Couture is best known as the longtime wife and partner of legendary Montreal Canadiens hockey star Jean Béliveau.
-
D.
Susie Hilfiger
Susie Hilfiger is an American businesswoman and former wife of fashion designer Tommy Hilfiger, known for her involvement in the fashion and lifestyle industry.
-
E.
Bernard Arnault
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
- 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: Delphine Arnault Triple: [Bernard Arnault, parentOf, Delphine Arnault]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Delphine Arnault Target entity description: 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.
-
A.
Françoise Bettencourt Meyers
Françoise Bettencourt Meyers is a French heiress, author, and businesswoman best known as the L’Oréal fortune heir and one of the world’s wealthiest women.
-
B.
Liliane Bettencourt
Liliane Bettencourt was a French heiress, businesswoman, and philanthropist, best known as the principal shareholder of L'Oréal and once one of the world's wealthiest women.
-
C.
Élise Couture
Élise Couture is best known as the longtime wife and partner of legendary Montreal Canadiens hockey star Jean Béliveau.
-
D.
Susie Hilfiger
Susie Hilfiger is an American businesswoman and former wife of fashion designer Tommy Hilfiger, known for her involvement in the fashion and lifestyle industry.
-
E.
Bernard Arnault
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
- 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_69b1f89443a4819091dafc560b45cc26 |
completed | March 11, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_69b1f93d5b208190835093f453fd33ab |
completed | March 11, 2026, 11:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f9ea9b908190a86e2b79a89e0283 |
completed | March 11, 2026, 11:25 p.m. |
Created at: March 8, 2026, 3:03 p.m.