Triple
T14833219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marty Byrde |
E348760
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Navarro drug cartel
The Navarro drug cartel is a powerful and violent Mexican criminal organization central to the plot of the television series "Ozark."
|
E1125914
|
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: Navarro drug cartel | Statement: [Marty Byrde, employer, Navarro drug cartel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Navarro drug cartel Context triple: [Marty Byrde, employer, Navarro drug cartel]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Cali Cartel
The Cali Cartel was a powerful Colombian drug trafficking organization known for its sophisticated operations, vast cocaine empire, and rivalry with the Medellín Cartel in the late 20th century.
- 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: Navarro drug cartel Triple: [Marty Byrde, employer, Navarro drug cartel]
Generated description
The Navarro drug cartel is a powerful and violent Mexican criminal organization central to the plot of the television series "Ozark."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Navarro drug cartel Target entity description: The Navarro drug cartel is a powerful and violent Mexican criminal organization central to the plot of the television series "Ozark."
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Cali Cartel
The Cali Cartel was a powerful Colombian drug trafficking organization known for its sophisticated operations, vast cocaine empire, and rivalry with the Medellín Cartel in the late 20th century.
- 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_69fe6b495800819091c7e1636514222a |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6be21f148190bec0e5adfcc0a91a |
completed | May 8, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6c6ebe4881909334d772e45403f6 |
completed | May 8, 2026, 11:06 p.m. |
Created at: April 10, 2026, 1:52 a.m.