Triple
T15189549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louis-Dreyfus family |
E362968
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Robert Louis-Dreyfus
Robert Louis-Dreyfus was a French businessman best known for leading Adidas’s turnaround in the 1990s and for his role in expanding the Louis-Dreyfus Group’s global operations.
|
E1148264
|
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: Robert Louis-Dreyfus | Statement: [Louis-Dreyfus family, hasMember, Robert Louis-Dreyfus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Louis-Dreyfus Context triple: [Louis-Dreyfus family, hasMember, Robert Louis-Dreyfus]
-
A.
Kyril Louis-Dreyfus
Kyril Louis-Dreyfus is a French-Swiss businessman and heir to the Louis-Dreyfus family fortune, known as one of the youngest owners in professional football.
-
B.
Stanley Hoffman
Stanley Hoffman is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Hoffman.
-
C.
Louis Begley
Louis Begley is a Polish-born American novelist and lawyer best known for his critically acclaimed works exploring identity, morality, and the legacy of the Holocaust.
-
D.
John C. McGinley
John C. McGinley is an American character actor best known for his roles in films like "Platoon" and as Dr. Perry Cox on the television series "Scrubs."
-
E.
Robert Wuhl
Robert Wuhl is an American actor, comedian, and writer best known for his roles in films like "Bull Durham" and "Batman" and for creating and starring in the HBO series "Arliss."
- 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: Robert Louis-Dreyfus Triple: [Louis-Dreyfus family, hasMember, Robert Louis-Dreyfus]
Generated description
Robert Louis-Dreyfus was a French businessman best known for leading Adidas’s turnaround in the 1990s and for his role in expanding the Louis-Dreyfus Group’s global operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Louis-Dreyfus Target entity description: Robert Louis-Dreyfus was a French businessman best known for leading Adidas’s turnaround in the 1990s and for his role in expanding the Louis-Dreyfus Group’s global operations.
-
A.
Kyril Louis-Dreyfus
Kyril Louis-Dreyfus is a French-Swiss businessman and heir to the Louis-Dreyfus family fortune, known as one of the youngest owners in professional football.
-
B.
Stanley Hoffman
Stanley Hoffman is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Hoffman.
-
C.
Louis Begley
Louis Begley is a Polish-born American novelist and lawyer best known for his critically acclaimed works exploring identity, morality, and the legacy of the Holocaust.
-
D.
John C. McGinley
John C. McGinley is an American character actor best known for his roles in films like "Platoon" and as Dr. Perry Cox on the television series "Scrubs."
-
E.
Robert Wuhl
Robert Wuhl is an American actor, comedian, and writer best known for his roles in films like "Bull Durham" and "Batman" and for creating and starring in the HBO series "Arliss."
- 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_69d85a09a39c81908759f23268e2d408 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0067beedc8190abc0a94c7a38f85e |
completed | April 15, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef66b4f08190a072332123253166 |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef09f396481908c081a41a5e35cd3 |
completed | May 9, 2026, 8:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef133d310819087424d794dae0074 |
completed | May 9, 2026, 8:32 a.m. |
Created at: April 10, 2026, 3:10 a.m.