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.