Triple
T215755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L'Oréal |
E4816
|
entity |
| Predicate | majorShareholder |
P347
|
FINISHED |
| Object |
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.
|
E27581
|
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: Bettencourt family | Statement: [L'Oréal, majorShareholder, Bettencourt family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bettencourt family Context triple: [L'Oréal, majorShareholder, Bettencourt family]
-
A.
Wexner family
The Wexner family is an American philanthropic and business family best known for its significant charitable contributions to Jewish education, leadership development, and cultural institutions.
-
B.
Stanley family
The Stanley family is a prominent English noble house that long dominated the Isle of Man’s rulership and held significant political influence in northwest England.
-
C.
Zuckerberg family
The Zuckerberg family is the American family of Meta Platforms co-founder Mark Zuckerberg, known for its significant influence in technology and large-scale philanthropic efforts.
-
D.
Crown family
The Crown family is a prominent American family known for its extensive business interests, philanthropy, and influence, particularly in Chicago.
-
E.
Kraft family
The Kraft family is an American business dynasty best known for its ownership of the New England Patriots and its leadership of the diversified holding company, the Kraft Group.
- 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: Bettencourt family Triple: [L'Oréal, majorShareholder, Bettencourt family]
Generated description
The Bettencourt family is a French billionaire dynasty best known as the founding family and principal heirs of the L'Oréal cosmetics empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bettencourt family Target entity description: The Bettencourt family is a French billionaire dynasty best known as the founding family and principal heirs of the L'Oréal cosmetics empire.
-
A.
Wexner family
The Wexner family is an American philanthropic and business family best known for its significant charitable contributions to Jewish education, leadership development, and cultural institutions.
-
B.
Stanley family
The Stanley family is a prominent English noble house that long dominated the Isle of Man’s rulership and held significant political influence in northwest England.
-
C.
Zuckerberg family
The Zuckerberg family is the American family of Meta Platforms co-founder Mark Zuckerberg, known for its significant influence in technology and large-scale philanthropic efforts.
-
D.
Crown family
The Crown family is a prominent American family known for its extensive business interests, philanthropy, and influence, particularly in Chicago.
-
E.
Kraft family
The Kraft family is an American business dynasty best known for its ownership of the New England Patriots and its leadership of the diversified holding company, the Kraft Group.
- 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_69a33e3f66888190a05ddcb0af4d3c5f |
completed | Feb. 28, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69a33ee88af08190bfe81fba01856829 |
completed | Feb. 28, 2026, 7:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34295afa88190aae0d75a337967e3 |
completed | Feb. 28, 2026, 7:31 p.m. |
Created at: Feb. 28, 2026, 2:52 a.m.