Triple
T14833218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marty Byrde |
E348760
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Del Rio cartel
The Del Rio cartel is a powerful Mexican drug trafficking organization in the TV series "Ozark" that employs financial advisor Marty Byrde to launder its money.
|
E1123105
|
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: Del Rio cartel | Statement: [Marty Byrde, employer, Del Rio cartel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Del Rio cartel Context triple: [Marty Byrde, employer, Del Rio cartel]
-
A.
Galindo Cartel
The Galindo Cartel is a powerful Mexican drug trafficking organization in the Sons of Anarchy universe, known for its violent operations and complex alliances and rivalries with outlaw motorcycle clubs.
-
B.
Juárez Cartel
The Juárez Cartel is a major Mexican criminal organization known for drug trafficking, violence, and control of key smuggling routes along the U.S.–Mexico border, particularly through Ciudad Juárez.
-
C.
Tijuana Cartel
The Tijuana Cartel is a notorious Mexican criminal organization known for drug trafficking, violence, and control of smuggling routes along the U.S.–Mexico border.
-
D.
Beltrán-Leyva Cartel
The Beltrán-Leyva Cartel is a violent Mexican criminal organization known for large-scale drug trafficking, corruption of officials, and brutal turf wars with rival cartels.
-
E.
Sinaloa Cartel
The Sinaloa Cartel is one of Mexico’s most powerful and influential drug trafficking organizations, long associated with large-scale narcotics smuggling and figures such as Joaquín “El Chapo” Guzmán.
- 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: Del Rio cartel Triple: [Marty Byrde, employer, Del Rio cartel]
Generated description
The Del Rio cartel is a powerful Mexican drug trafficking organization in the TV series "Ozark" that employs financial advisor Marty Byrde to launder its money.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Del Rio cartel Target entity description: The Del Rio cartel is a powerful Mexican drug trafficking organization in the TV series "Ozark" that employs financial advisor Marty Byrde to launder its money.
-
A.
Galindo Cartel
The Galindo Cartel is a powerful Mexican drug trafficking organization in the Sons of Anarchy universe, known for its violent operations and complex alliances and rivalries with outlaw motorcycle clubs.
-
B.
Juárez Cartel
The Juárez Cartel is a major Mexican criminal organization known for drug trafficking, violence, and control of key smuggling routes along the U.S.–Mexico border, particularly through Ciudad Juárez.
-
C.
Tijuana Cartel
The Tijuana Cartel is a notorious Mexican criminal organization known for drug trafficking, violence, and control of smuggling routes along the U.S.–Mexico border.
-
D.
Beltrán-Leyva Cartel
The Beltrán-Leyva Cartel is a violent Mexican criminal organization known for large-scale drug trafficking, corruption of officials, and brutal turf wars with rival cartels.
-
E.
Sinaloa Cartel
The Sinaloa Cartel is one of Mexico’s most powerful and influential drug trafficking organizations, long associated with large-scale narcotics smuggling and figures such as Joaquín “El Chapo” Guzmán.
- 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_69d822ec69008190a9232caa68836872 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded075af0881908fb35a9e7ee46749 |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe64fc8cdc8190a142a2a3ef889e72 |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe65e5a29c819099b981499a4f4bc8 |
completed | May 8, 2026, 10:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe66687bc88190a05acf107c0a1388 |
completed | May 8, 2026, 10:40 p.m. |
Created at: April 10, 2026, 1:52 a.m.