Triple
T20261190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frédéric Arnault |
E498839
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Arnault family |
E1054407
|
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: Arnault family | Statement: [Frédéric Arnault, memberOf, Arnault family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnault family Context triple: [Frédéric Arnault, memberOf, Arnault family]
-
A.
Arnault family
chosen
The Arnault family is a prominent French billionaire dynasty best known for controlling the luxury goods conglomerate LVMH through its patriarch Bernard Arnault and his children.
-
B.
Pinault family
The Pinault family is a prominent French billionaire dynasty best known for controlling the luxury conglomerate Kering and the investment company Artémis.
-
C.
Bettencourt family
The Bettencourt family is a French billionaire dynasty best known as the founding family and principal heirs of the L'Oréal cosmetics empire.
-
D.
Benois family
The Benois family is a prominent Russian artistic dynasty known for its influential painters, architects, and stage designers active from the 19th to early 20th centuries.
-
E.
Bibesco family
The Bibesco family is a prominent Romanian aristocratic lineage known for its influential roles in politics, diplomacy, and culture from the 18th to the 20th centuries.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674ca77c081909cd2f44ccfe3662d |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552e62a08190af0bf7605bc6b6b7 |
completed | May 16, 2026, 11:29 a.m. |
Created at: April 11, 2026, 11:41 p.m.