Triple
T3290052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salma Hayek |
E69078
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
François-Henri Pinault
François-Henri Pinault is a French billionaire businessman and CEO of the luxury group Kering, which owns brands such as Gucci, Saint Laurent, and Balenciaga.
|
E343695
|
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: François-Henri Pinault | Statement: [Salma Hayek, spouse, François-Henri Pinault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François-Henri Pinault Context triple: [Salma Hayek, spouse, François-Henri Pinault]
-
A.
Bernard Arnault
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
-
B.
Alexandre Arnault
Alexandre Arnault is a French businessman known for his executive roles within the LVMH luxury group, particularly in leading and modernizing its fashion and jewelry brands.
-
C.
Antoine Arnault
Antoine Arnault is a French businessman and LVMH executive known for leading luxury brands such as Berluti and Loro Piana and overseeing image and communications for the group.
-
D.
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.
-
E.
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.
- 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: François-Henri Pinault Triple: [Salma Hayek, spouse, François-Henri Pinault]
Generated description
François-Henri Pinault is a French billionaire businessman and CEO of the luxury group Kering, which owns brands such as Gucci, Saint Laurent, and Balenciaga.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: François-Henri Pinault Target entity description: François-Henri Pinault is a French billionaire businessman and CEO of the luxury group Kering, which owns brands such as Gucci, Saint Laurent, and Balenciaga.
-
A.
Bernard Arnault
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
-
B.
Alexandre Arnault
Alexandre Arnault is a French businessman known for his executive roles within the LVMH luxury group, particularly in leading and modernizing its fashion and jewelry brands.
-
C.
Antoine Arnault
Antoine Arnault is a French businessman and LVMH executive known for leading luxury brands such as Berluti and Loro Piana and overseeing image and communications for the group.
-
D.
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.
-
E.
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.
- 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05bd6b08190bcb9f0e5da82bc21 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e862835881909c2f3b8f86f10742 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e8f6a7c48190bc457f348c3a7179 |
completed | March 12, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e986dcc88190bd3daa6c6fdcb50e |
completed | March 12, 2026, 4:27 p.m. |
Created at: March 8, 2026, 3:10 p.m.