Triple
T15189542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louis-Dreyfus family |
E362968
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Léopold Louis-Dreyfus
Léopold Louis-Dreyfus was a 19th-century French businessman who built a major global agricultural commodities trading empire and established the influential Louis-Dreyfus family fortune.
|
E1141824
|
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: Léopold Louis-Dreyfus | Statement: [Louis-Dreyfus family, foundedBy, Léopold Louis-Dreyfus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Léopold Louis-Dreyfus Context triple: [Louis-Dreyfus family, foundedBy, Léopold Louis-Dreyfus]
-
A.
Pierre Dreyfus
Pierre Dreyfus was the son of French army officer Alfred Dreyfus, whose wrongful treason conviction in the late 19th century sparked the infamous Dreyfus Affair.
-
B.
Gérard Louis-Dreyfus
Gérard Louis-Dreyfus was a French-American billionaire businessman and chairman of the Louis Dreyfus Company, best known as the father of actress Julia Louis-Dreyfus.
-
C.
Charles Dreyfus
Charles Dreyfus is a fictional French police official best known as the increasingly unhinged Chief Inspector and comic foil to Inspector Clouseau in the Pink Panther series.
-
D.
Henri Dreyfus
Henri Dreyfus was a Swiss chemist and industrialist best known for pioneering cellulose acetate technology and co-founding the company that became Celanese Corporation.
-
E.
Jean-Claude Dreyfus
Jean-Claude Dreyfus is a French actor known for his character roles in films by directors like Jean-Pierre Jeunet, often blending dark humor and eccentricity.
- 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: Léopold Louis-Dreyfus Triple: [Louis-Dreyfus family, foundedBy, Léopold Louis-Dreyfus]
Generated description
Léopold Louis-Dreyfus was a 19th-century French businessman who built a major global agricultural commodities trading empire and established the influential Louis-Dreyfus family fortune.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Léopold Louis-Dreyfus Target entity description: Léopold Louis-Dreyfus was a 19th-century French businessman who built a major global agricultural commodities trading empire and established the influential Louis-Dreyfus family fortune.
-
A.
Pierre Dreyfus
Pierre Dreyfus was the son of French army officer Alfred Dreyfus, whose wrongful treason conviction in the late 19th century sparked the infamous Dreyfus Affair.
-
B.
Gérard Louis-Dreyfus
Gérard Louis-Dreyfus was a French-American billionaire businessman and chairman of the Louis Dreyfus Company, best known as the father of actress Julia Louis-Dreyfus.
-
C.
Charles Dreyfus
Charles Dreyfus is a fictional French police official best known as the increasingly unhinged Chief Inspector and comic foil to Inspector Clouseau in the Pink Panther series.
-
D.
Henri Dreyfus
Henri Dreyfus was a Swiss chemist and industrialist best known for pioneering cellulose acetate technology and co-founding the company that became Celanese Corporation.
-
E.
Jean-Claude Dreyfus
Jean-Claude Dreyfus is a French actor known for his character roles in films by directors like Jean-Pierre Jeunet, often blending dark humor and eccentricity.
- 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_69fec89797ac819090fb68bb5f2fad5c |
completed | May 9, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_69fec974f39c819081dcec5c18090cf7 |
completed | May 9, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feca9d1a5c8190b0c649f83a74231b |
completed | May 9, 2026, 5:48 a.m. |
Created at: April 10, 2026, 3:10 a.m.