Triple

T23220031
Position Surface form Disambiguated ID Type / Status
Subject Beltrán-Leyva Cartel E580861 entity
Predicate hasLeader P981 FINISHED
Object Héctor Beltrán Leyva
Héctor Beltrán Leyva was a Mexican drug lord who led the Beltrán-Leyva Cartel and was a major figure in the country’s organized crime and narcotics trafficking.
 E1582361 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: Héctor Beltrán Leyva | Statement: [Beltrán-Leyva Cartel, hasLeader, Héctor Beltrán Leyva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Héctor Beltrán Leyva
Context triple: [Beltrán-Leyva Cartel, hasLeader, Héctor Beltrán Leyva]
  • A. Arturo Beltrán Leyva
    Arturo Beltrán Leyva was a notorious Mexican drug lord and cartel leader who played a major role in the country’s narcotics trafficking and organized crime violence.
  • B. Rafael Caro Quintero
    Rafael Caro Quintero is a Mexican drug lord and co-founder of the Guadalajara Cartel, notorious for his role in the 1985 kidnapping and murder of DEA agent Enrique "Kiki" Camarena.
  • C. José Luis Arellano
    José Luis Arellano is a notable individual who carries the Spanish surname Arellano, recognized among the prominent bearers of this family name.
  • D. Carlos Antonio Carrillo
    Carlos Antonio Carrillo was a 19th-century Californio politician who briefly served as the disputed Mexican governor of Alta California in the 1830s.
  • E. Diego Trujillo
    Diego Trujillo is a Colombian actor and comedian best known for his roles in television series and films in Latin America.
  • 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: Héctor Beltrán Leyva
Triple: [Beltrán-Leyva Cartel, hasLeader, Héctor Beltrán Leyva]
Generated description
Héctor Beltrán Leyva was a Mexican drug lord who led the Beltrán-Leyva Cartel and was a major figure in the country’s organized crime and narcotics trafficking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Héctor Beltrán Leyva
Target entity description: Héctor Beltrán Leyva was a Mexican drug lord who led the Beltrán-Leyva Cartel and was a major figure in the country’s organized crime and narcotics trafficking.
  • A. Arturo Beltrán Leyva
    Arturo Beltrán Leyva was a notorious Mexican drug lord and cartel leader who played a major role in the country’s narcotics trafficking and organized crime violence.
  • B. Rafael Caro Quintero
    Rafael Caro Quintero is a Mexican drug lord and co-founder of the Guadalajara Cartel, notorious for his role in the 1985 kidnapping and murder of DEA agent Enrique "Kiki" Camarena.
  • C. José Luis Arellano
    José Luis Arellano is a notable individual who carries the Spanish surname Arellano, recognized among the prominent bearers of this family name.
  • D. Carlos Antonio Carrillo
    Carlos Antonio Carrillo was a 19th-century Californio politician who briefly served as the disputed Mexican governor of Alta California in the 1830s.
  • E. Diego Trujillo
    Diego Trujillo is a Colombian actor and comedian best known for his roles in television series and films in Latin America.
  • 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_6a0c5db5ec208190a3bd9405d42a7424 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5eca0b688190b868c58dfe1e3cee completed May 19, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5f2c4dfc819094be3721253e8f11 completed May 19, 2026, 1:01 p.m.
Created at: April 17, 2026, 4:08 p.m.