Triple

T215758
Position Surface form Disambiguated ID Type / Status
Subject L'Oréal E4816 entity
Predicate hasChairperson P10 FINISHED
Object Jean-Paul Agon
Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
E30042 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: Jean-Paul Agon | Statement: [L'Oréal, hasChairperson, Jean-Paul Agon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jean-Paul Agon
Context triple: [L'Oréal, hasChairperson, Jean-Paul Agon]
  • A. Alfred Sauvy
    Alfred Sauvy was a French demographer, sociologist, and economist best known for introducing the term "Third World" to describe countries not aligned with either the Western or Eastern blocs during the Cold War.
  • B. Émile Nouguier
    Émile Nouguier was a French civil engineer best known as one of the principal designers of the Eiffel Tower.
  • C. Louis Marie Cordonnier
    Louis Marie Cordonnier was a prominent French architect known for his influential Beaux-Arts and regionalist designs in the late 19th and early 20th centuries.
  • D. Philippe Erlanger
    Philippe Erlanger was a French historian and cultural administrator best known for initiating and organizing the creation of the Cannes Film Festival.
  • E. Théodore Maunoir
    Théodore Maunoir was a Swiss physician and humanitarian who was one of the key co-founders of the International Committee of the Red Cross in the 19th century.
  • 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: Jean-Paul Agon
Triple: [L'Oréal, hasChairperson, Jean-Paul Agon]
Generated description
Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jean-Paul Agon
Target entity description: Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • A. Alfred Sauvy
    Alfred Sauvy was a French demographer, sociologist, and economist best known for introducing the term "Third World" to describe countries not aligned with either the Western or Eastern blocs during the Cold War.
  • B. Émile Nouguier
    Émile Nouguier was a French civil engineer best known as one of the principal designers of the Eiffel Tower.
  • C. Louis Marie Cordonnier
    Louis Marie Cordonnier was a prominent French architect known for his influential Beaux-Arts and regionalist designs in the late 19th and early 20th centuries.
  • D. Philippe Erlanger
    Philippe Erlanger was a French historian and cultural administrator best known for initiating and organizing the creation of the Cannes Film Festival.
  • E. Théodore Maunoir
    Théodore Maunoir was a Swiss physician and humanitarian who was one of the key co-founders of the International Committee of the Red Cross in the 19th century.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c4ca0c8819093f63c6371e2d140 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36475d2608190ac11703d8b5e8107 completed Feb. 28, 2026, 9:56 p.m.
NEDg Description generation batch_69a36544b02081908637d9a3fbcd2b92 completed Feb. 28, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_69a365b0a9488190990bf2d47c5a58de completed Feb. 28, 2026, 10:01 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.