Triple
T6848595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ESSEC Business School |
E157956
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object | François-Henri Pinault |
E343695
|
NE FINISHED |
How this triple was built (2 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: [ESSEC Business School, hasAlumni, François-Henri Pinault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François-Henri Pinault Context triple: [ESSEC Business School, hasAlumni, François-Henri Pinault]
-
A.
François-Henri Pinault
chosen
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.
-
B.
François Pinault
François Pinault is a French billionaire businessman and art collector, best known as the founder of the luxury group Kering and the investment company Artémis.
-
C.
Bernard Arnault
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
-
D.
Arnaud Lagardère
Arnaud Lagardère is a French businessman best known for leading and transforming the media and entertainment conglomerate founded by his father, Jean-Luc Lagardère.
-
E.
Jean-Luc Lagardère
Jean-Luc Lagardère was a prominent French industrialist and media magnate who built a major conglomerate spanning aerospace, defense, and publishing.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6882ed4c081909dc465a7cf8838be |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d7ce3e7481908e0472b8faafa473 |
completed | March 27, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fcdf3888190b95b2ce10964793b |
completed | March 28, 2026, 1:33 a.m. |
Created at: March 27, 2026, 2:20 p.m.