Triple
T22505541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bolloré Group |
E556379
|
entity |
| Predicate | controlledBy |
P1715
|
FINISHED |
| Object | Bolloré family |
—
|
NE NERFINISHED |
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: Bolloré family | Statement: [Bolloré Group, controlledBy, Bolloré family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolloré family Context triple: [Bolloré Group, controlledBy, Bolloré family]
-
A.
Bolloré family
chosen
The Bolloré family is a prominent French industrial and media dynasty known for its extensive business empire spanning logistics, energy, and communications.
-
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.
Bolloré Group
Bolloré Group is a French multinational conglomerate best known for its diversified interests in logistics, media, and communications, and for being controlled by the Bolloré family.
-
E.
Vincent Bolloré
Vincent Bolloré is a French billionaire businessman and industrialist known for building the Bolloré Group into a major global conglomerate in logistics, media, and communications.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e555edc81909ca803587dafd747 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15d5bf0f0819093426d83ebd80ef0 |
completed | April 29, 2026, 1:22 a.m. |
Created at: April 16, 2026, 8:50 p.m.