Triple

T6128720
Position Surface form Disambiguated ID Type / Status
Subject Mexican drug cartels E136655 entity
Predicate hasMember P10 FINISHED
Object 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.
 E584435 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: Tijuana Cartel | Statement: [Mexican drug cartels, hasMember, Tijuana Cartel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tijuana Cartel
Context triple: [Mexican drug cartels, hasMember, Tijuana 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. 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. Gulf Cartel
    The Gulf Cartel is one of Mexico’s oldest and most notorious criminal organizations, known for large-scale drug trafficking, violence, and conflicts with rival cartels.
  • 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. Jalisco New Generation Cartel
    The Jalisco New Generation Cartel is a powerful and notoriously violent Mexican criminal organization involved in large-scale drug trafficking, extortion, and organized crime both domestically and internationally.
  • 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: Tijuana Cartel
Triple: [Mexican drug cartels, hasMember, Tijuana Cartel]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tijuana Cartel
Target entity description: 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.
  • 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. 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. Gulf Cartel
    The Gulf Cartel is one of Mexico’s oldest and most notorious criminal organizations, known for large-scale drug trafficking, violence, and conflicts with rival cartels.
  • 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. Jalisco New Generation Cartel
    The Jalisco New Generation Cartel is a powerful and notoriously violent Mexican criminal organization involved in large-scale drug trafficking, extortion, and organized crime both domestically and internationally.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4b1df081908dc87fa1c45a43bf completed March 22, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e3c26a9c8190a7dfbe0895461d3b completed March 27, 2026, 1:56 a.m.
NEDg Description generation batch_69c5e6d1d62c81909d1b3fd2adc5ab14 completed March 27, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69c5e73595288190a8c0696d7c1dc887 completed March 27, 2026, 2:11 a.m.
Created at: March 22, 2026, 4:15 p.m.