Triple

T215722
Position Surface form Disambiguated ID Type / Status
Subject L'Oréal E4816 entity
Predicate foundedBy P104 FINISHED
Object Eugène Schueller
Eugène Schueller was a French chemist and entrepreneur best known as the founder of the global cosmetics company L'Oréal.
E28155 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: Eugène Schueller | Statement: [L'Oréal, foundedBy, Eugène Schueller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eugène Schueller
Context triple: [L'Oréal, foundedBy, Eugène Schueller]
  • A. Heinrich Klopfer
    Heinrich Klopfer was a Nazi official and legal expert who participated in the planning and administration of the Holocaust.
  • B. Hans Hellmann
    Hans Hellmann was a German theoretical chemist and physicist known for pioneering work in quantum chemistry, including contributions that led to the Feynman–Hellmann theorem.
  • C. Otto Hofmann
    Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
  • D. Theodore Case
    Theodore Case was an American inventor and pioneer of sound-on-film technology whose work helped enable synchronized audio in motion pictures.
  • E. 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.
  • 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: Eugène Schueller
Triple: [L'Oréal, foundedBy, Eugène Schueller]
Generated description
Eugène Schueller was a French chemist and entrepreneur best known as the founder of the global cosmetics company L'Oréal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eugène Schueller
Target entity description: Eugène Schueller was a French chemist and entrepreneur best known as the founder of the global cosmetics company L'Oréal.
  • A. Heinrich Klopfer
    Heinrich Klopfer was a Nazi official and legal expert who participated in the planning and administration of the Holocaust.
  • B. Hans Hellmann
    Hans Hellmann was a German theoretical chemist and physicist known for pioneering work in quantum chemistry, including contributions that led to the Feynman–Hellmann theorem.
  • C. Otto Hofmann
    Otto Hofmann was a high-ranking SS official and head of the SS Race and Settlement Main Office who played a role in implementing Nazi racial policies during the Holocaust.
  • D. Theodore Case
    Theodore Case was an American inventor and pioneer of sound-on-film technology whose work helped enable synchronized audio in motion pictures.
  • E. 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.
  • 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_69a34766506c8190a4c661410e0d8b33 completed Feb. 28, 2026, 7:52 p.m.
NEDg Description generation batch_69a34c38fc2881908afe5d3ef34db98e completed Feb. 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69a34ca4faec8190bd09fa0e87fe0bd5 completed Feb. 28, 2026, 8:14 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.