Triple
T6128718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican drug cartels |
E136655
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E580861
|
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: Beltrán-Leyva Cartel | Statement: [Mexican drug cartels, hasMember, Beltrán-Leyva Cartel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beltrán-Leyva Cartel Context triple: [Mexican drug cartels, hasMember, Beltrán-Leyva Cartel]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Los Zetas
Los Zetas is a notoriously violent Mexican criminal organization known for drug trafficking, kidnapping, and paramilitary-style operations.
-
E.
Mayans M.C.
Mayans M.C. is an American crime drama television series that follows a Latino outlaw motorcycle club on the California–Mexico border in the same universe as Sons of Anarchy.
- 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: Beltrán-Leyva Cartel Triple: [Mexican drug cartels, hasMember, Beltrán-Leyva Cartel]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beltrán-Leyva Cartel Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Los Zetas
Los Zetas is a notoriously violent Mexican criminal organization known for drug trafficking, kidnapping, and paramilitary-style operations.
-
E.
Mayans M.C.
Mayans M.C. is an American crime drama television series that follows a Latino outlaw motorcycle club on the California–Mexico border in the same universe as Sons of Anarchy.
- 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_69c243bd199081909a96366cc39bf43e |
completed | March 24, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69c4fb66b8e8819090524d1ef12688a7 |
completed | March 26, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c4fc3065bc81908d95fbd3d4655c76 |
completed | March 26, 2026, 9:28 a.m. |
Created at: March 22, 2026, 4:15 p.m.