Triple
T3585105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gérard Louis-Dreyfus |
E75890
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Louis Dreyfus Company
Louis Dreyfus Company is a major global agricultural commodities trading and processing firm and one of the world’s leading agribusiness groups.
|
E371120
|
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: Louis Dreyfus Company | Statement: [Gérard Louis-Dreyfus, employer, Louis Dreyfus Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Dreyfus Company Context triple: [Gérard Louis-Dreyfus, employer, Louis Dreyfus Company]
-
A.
Fred F. French Company
The Fred F. French Company was a prominent early 20th-century New York real estate development firm known for pioneering large-scale, planned residential complexes.
-
B.
The Tisch Company
The Tisch Company is a film production company best known for producing the acclaimed 1994 drama "Forrest Gump."
-
C.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
-
D.
Herbert S. Stone & Company
Herbert S. Stone & Company was an American publishing house active in the late 19th and early 20th centuries, known for issuing notable literary works including Kate Chopin’s "The Awakening."
-
E.
Peter Safran Company
The Peter Safran Company is a film and television production company known for producing major Hollywood franchises, including DC superhero films like Aquaman.
- 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: Louis Dreyfus Company Triple: [Gérard Louis-Dreyfus, employer, Louis Dreyfus Company]
Generated description
Louis Dreyfus Company is a major global agricultural commodities trading and processing firm and one of the world’s leading agribusiness groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Dreyfus Company Target entity description: Louis Dreyfus Company is a major global agricultural commodities trading and processing firm and one of the world’s leading agribusiness groups.
-
A.
Fred F. French Company
The Fred F. French Company was a prominent early 20th-century New York real estate development firm known for pioneering large-scale, planned residential complexes.
-
B.
The Tisch Company
The Tisch Company is a film production company best known for producing the acclaimed 1994 drama "Forrest Gump."
-
C.
Wertheim & Company
Wertheim & Company was a prominent American investment banking and brokerage firm active in the mid-20th century financial industry.
-
D.
Herbert S. Stone & Company
Herbert S. Stone & Company was an American publishing house active in the late 19th and early 20th centuries, known for issuing notable literary works including Kate Chopin’s "The Awakening."
-
E.
Peter Safran Company
The Peter Safran Company is a film and television production company known for producing major Hollywood franchises, including DC superhero films like Aquaman.
- 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_69ad85d6dc3c8190b491b79b83e25461 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc135ee3481908ef8dc41af632710 |
completed | March 8, 2026, 6:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b402fcc5f481909c66319f75a8dc85 |
completed | March 13, 2026, 12:28 p.m. |
| NEDg | Description generation | batch_69b406d014d88190b488b9b1f70fecca |
completed | March 13, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4086f6da4819084778dffa33ef116 |
completed | March 13, 2026, 12:51 p.m. |
Created at: March 8, 2026, 3:22 p.m.