Triple

T23220029
Position Surface form Disambiguated ID Type / Status
Subject Beltrán-Leyva Cartel E580861 entity
Predicate namedAfter P63 FINISHED
Object Beltrán Leyva brothers
The Beltrán Leyva brothers were a group of Mexican drug traffickers who led a powerful splinter faction of the Sinaloa Cartel, forming the violent Beltrán-Leyva Cartel.
 E1572198 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 brothers | Statement: [Beltrán-Leyva Cartel, namedAfter, Beltrán Leyva brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beltrán Leyva brothers
Context triple: [Beltrán-Leyva Cartel, namedAfter, Beltrán Leyva brothers]
  • A. Serdán brothers
    The Serdán brothers were Mexican revolutionary figures from Puebla who played a key role in the early stages of the Mexican Revolution against the Porfirio Díaz regime.
  • B. Hermanos Rodríguez
    Hermanos Rodríguez refers to the Mexican racing driver brothers Ricardo and Pedro Rodríguez, celebrated for their achievements in international motorsport.
  • C. Sureños
    Sureños are a large network of predominantly Mexican-American street gangs originating in Southern California and aligned under the Mexican Mafia prison gang.
  • D. the Diaz brothers
    The Diaz brothers are a group of talented high-school distance runners from a Mexican-American farmworking family who form the core of the cross-country team in the sports drama film "McFarland, USA."
  • E. Beltrán
    Beltrán is a Spanish masculine given name of medieval origin, historically associated with nobility and knightly figures.
  • 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 brothers
Triple: [Beltrán-Leyva Cartel, namedAfter, Beltrán Leyva brothers]
Generated description
The Beltrán Leyva brothers were a group of Mexican drug traffickers who led a powerful splinter faction of the Sinaloa Cartel, forming the violent Beltrán-Leyva Cartel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beltrán Leyva brothers
Target entity description: The Beltrán Leyva brothers were a group of Mexican drug traffickers who led a powerful splinter faction of the Sinaloa Cartel, forming the violent Beltrán-Leyva Cartel.
  • A. Serdán brothers
    The Serdán brothers were Mexican revolutionary figures from Puebla who played a key role in the early stages of the Mexican Revolution against the Porfirio Díaz regime.
  • B. Hermanos Rodríguez
    Hermanos Rodríguez refers to the Mexican racing driver brothers Ricardo and Pedro Rodríguez, celebrated for their achievements in international motorsport.
  • C. Sureños
    Sureños are a large network of predominantly Mexican-American street gangs originating in Southern California and aligned under the Mexican Mafia prison gang.
  • D. the Diaz brothers
    The Diaz brothers are a group of talented high-school distance runners from a Mexican-American farmworking family who form the core of the cross-country team in the sports drama film "McFarland, USA."
  • E. Beltrán
    Beltrán is a Spanish masculine given name of medieval origin, historically associated with nobility and knightly figures.
  • 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.