Triple

T22505496
Position Surface form Disambiguated ID Type / Status
Subject Yannick Bolloré E556377 entity
Predicate hasRelative P367 FINISHED
Object 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.
E1543880 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: Vincent Bolloré | Statement: [Yannick Bolloré, hasRelative, Vincent Bolloré]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vincent Bolloré
Context triple: [Yannick Bolloré, hasRelative, Vincent Bolloré]
  • A. Yannick Bolloré
    Yannick Bolloré is a French businessman best known as the chairman and CEO of the advertising and communications group Havas and a prominent executive within the Bolloré family conglomerate.
  • B. 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.
  • C. Jean-Luc Lagardère
    Jean-Luc Lagardère was a prominent French industrialist and media magnate who built a major conglomerate spanning aerospace, defense, and publishing.
  • 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. 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.
  • 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: Vincent Bolloré
Triple: [Yannick Bolloré, hasRelative, Vincent Bolloré]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vincent Bolloré
Target entity description: 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.
  • A. Yannick Bolloré
    Yannick Bolloré is a French businessman best known as the chairman and CEO of the advertising and communications group Havas and a prominent executive within the Bolloré family conglomerate.
  • B. 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.
  • C. Jean-Luc Lagardère
    Jean-Luc Lagardère was a prominent French industrialist and media magnate who built a major conglomerate spanning aerospace, defense, and publishing.
  • 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. 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.
  • 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_69e11e555edc81909ca803587dafd747 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15d5bf0f0819093426d83ebd80ef0 completed April 29, 2026, 1:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d57fc2c8190a811a3306d308c2f completed May 18, 2026, 3:16 p.m.
NEDg Description generation batch_6a0b3645f5a881908b322d16c7704e27 completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b3769c36081909ff732275513bb2b completed May 18, 2026, 3:59 p.m.
Created at: April 16, 2026, 8:50 p.m.