Triple

T23220065
Position Surface form Disambiguated ID Type / Status
Subject Beltrán-Leyva Cartel E580861 entity
Predicate fragmentedInto P86260 FINISHED
Object Independent Cartel of Acapulco
The Independent Cartel of Acapulco is a Mexican criminal organization based in the resort city of Acapulco, involved in drug trafficking, extortion, and violent turf wars against rival cartels.
 E1572202 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: Independent Cartel of Acapulco | Statement: [Beltrán-Leyva Cartel, fragmentedInto, Independent Cartel of Acapulco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Independent Cartel of Acapulco
Context triple: [Beltrán-Leyva Cartel, fragmentedInto, Independent Cartel of Acapulco]
  • A. Cartel del Noreste
    Cartel del Noreste is a violent Mexican criminal organization involved in drug trafficking, extortion, and other organized crime, known as a successor faction to the Los Zetas cartel.
  • B. Cartel
    The Cartel is a powerful and violent Mexican drug trafficking organization that controls large-scale narcotics production and distribution in the Breaking Bad universe.
  • C. Milénio Cartel
    The Milénio Cartel was a Mexican drug trafficking organization that operated primarily in western Mexico and is best known as the precursor group from which the powerful Jalisco New Generation Cartel evolved.
  • D. Cartel Land
    Cartel Land is a 2015 documentary film that examines the violent conflict between Mexican drug cartels and citizen-led vigilante groups on both sides of the U.S.–Mexico border.
  • E. 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.
  • 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: Independent Cartel of Acapulco
Triple: [Beltrán-Leyva Cartel, fragmentedInto, Independent Cartel of Acapulco]
Generated description
The Independent Cartel of Acapulco is a Mexican criminal organization based in the resort city of Acapulco, involved in drug trafficking, extortion, and violent turf wars against rival cartels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Independent Cartel of Acapulco
Target entity description: The Independent Cartel of Acapulco is a Mexican criminal organization based in the resort city of Acapulco, involved in drug trafficking, extortion, and violent turf wars against rival cartels.
  • A. Cartel del Noreste
    Cartel del Noreste is a violent Mexican criminal organization involved in drug trafficking, extortion, and other organized crime, known as a successor faction to the Los Zetas cartel.
  • B. Cartel
    The Cartel is a powerful and violent Mexican drug trafficking organization that controls large-scale narcotics production and distribution in the Breaking Bad universe.
  • C. Milénio Cartel
    The Milénio Cartel was a Mexican drug trafficking organization that operated primarily in western Mexico and is best known as the precursor group from which the powerful Jalisco New Generation Cartel evolved.
  • D. Cartel Land
    Cartel Land is a 2015 documentary film that examines the violent conflict between Mexican drug cartels and citizen-led vigilante groups on both sides of the U.S.–Mexico border.
  • E. 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.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1916870148190853874e6cf26bbc7 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30cc9c0481909302d64fa58d426e completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c325a76e8819094592ccff955a9e9 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32c9d7cc8190b3d3a173d231e430 completed May 19, 2026, 9:52 a.m.
Created at: April 17, 2026, 4:08 p.m.