Triple
T515603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | École Polytechnique |
E10698
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Bernard Arnault
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
|
E64261
|
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: Bernard Arnault | Statement: [École Polytechnique, hasAlumnus, Bernard Arnault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Arnault Context triple: [École Polytechnique, hasAlumnus, Bernard Arnault]
-
A.
Stephen A. Schwarzman
Stephen A. Schwarzman is an American billionaire businessman, co-founder and CEO of the private equity firm Blackstone, and a prominent philanthropist in education and the arts.
-
B.
Carl Icahn
Carl Icahn is an American billionaire investor and corporate raider known for his aggressive activist investing strategies and significant influence on Wall Street.
-
C.
Barry Diller
Barry Diller is an American media and internet executive known for building major entertainment and digital companies, including leading Fox’s early expansion and later chairing IAC.
-
D.
Philip Anschutz
Philip Anschutz is an American billionaire businessman and philanthropist known for his extensive investments in energy, railroads, real estate, and sports and entertainment ventures, including ownership stakes in major professional teams and venues.
-
E.
Stephen M. Ross
Stephen M. Ross is an American real estate billionaire and philanthropist best known as the principal owner of the NFL’s Miami Dolphins and the developer behind New York’s Hudson Yards.
- 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: Bernard Arnault Triple: [École Polytechnique, hasAlumnus, Bernard Arnault]
Generated description
Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernard Arnault Target entity description: Bernard Arnault is a French billionaire businessman and art collector best known as the chairman and CEO of luxury goods conglomerate LVMH.
-
A.
Stephen A. Schwarzman
Stephen A. Schwarzman is an American billionaire businessman, co-founder and CEO of the private equity firm Blackstone, and a prominent philanthropist in education and the arts.
-
B.
Carl Icahn
Carl Icahn is an American billionaire investor and corporate raider known for his aggressive activist investing strategies and significant influence on Wall Street.
-
C.
Barry Diller
Barry Diller is an American media and internet executive known for building major entertainment and digital companies, including leading Fox’s early expansion and later chairing IAC.
-
D.
Philip Anschutz
Philip Anschutz is an American billionaire businessman and philanthropist known for his extensive investments in energy, railroads, real estate, and sports and entertainment ventures, including ownership stakes in major professional teams and venues.
-
E.
Stephen M. Ross
Stephen M. Ross is an American real estate billionaire and philanthropist best known as the principal owner of the NFL’s Miami Dolphins and the developer behind New York’s Hudson Yards.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1836b688190a60cc901a8724159 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a1508e7c8190983dfe0b87c6c7ca |
completed | March 1, 2026, 8:28 p.m. |
| NEDg | Description generation | batch_69a4a222e4008190990842b744945f88 |
completed | March 1, 2026, 8:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a27f91ec81909cb25a8e004632ef |
completed | March 1, 2026, 8:33 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.