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.