Triple
T22973188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sinaloa Cartel |
E571243
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Ismael Zambada García
Ismael Zambada García, commonly known as "El Mayo," is a longtime Mexican drug lord and one of the principal leaders of the powerful Sinaloa Cartel.
|
E1565716
|
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: Ismael Zambada García | Statement: [Sinaloa Cartel, notableLeader, Ismael Zambada García]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ismael Zambada García Context triple: [Sinaloa Cartel, notableLeader, Ismael Zambada García]
-
A.
Eduardo Arellano
Eduardo Arellano is a Mexican drug trafficker best known as one of the leaders of the Tijuana Cartel.
-
B.
Amado Carrillo Fuentes
Amado Carrillo Fuentes was a powerful Mexican drug lord known as "El Señor de los Cielos" for building a vast cocaine-smuggling empire using a large fleet of aircraft.
-
C.
Benjamín Arellano Félix
Benjamín Arellano Félix is a Mexican drug lord who led the Tijuana Cartel, one of the most powerful and violent criminal organizations in Mexico during the late 20th century.
-
D.
Ramón Arellano Félix
Ramón Arellano Félix was a notorious Mexican drug trafficker and high-ranking leader of the Tijuana Cartel, known for his role in violent cartel conflicts of the 1990s.
-
E.
Alberto Arellano
Alberto Arellano is an individual notable enough to be recognized as a distinguished bearer of the surname Arellano.
- 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: Ismael Zambada García Triple: [Sinaloa Cartel, notableLeader, Ismael Zambada García]
Generated description
Ismael Zambada García, commonly known as "El Mayo," is a longtime Mexican drug lord and one of the principal leaders of the powerful Sinaloa Cartel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ismael Zambada García Target entity description: Ismael Zambada García, commonly known as "El Mayo," is a longtime Mexican drug lord and one of the principal leaders of the powerful Sinaloa Cartel.
-
A.
Eduardo Arellano
Eduardo Arellano is a Mexican drug trafficker best known as one of the leaders of the Tijuana Cartel.
-
B.
Amado Carrillo Fuentes
Amado Carrillo Fuentes was a powerful Mexican drug lord known as "El Señor de los Cielos" for building a vast cocaine-smuggling empire using a large fleet of aircraft.
-
C.
Benjamín Arellano Félix
Benjamín Arellano Félix is a Mexican drug lord who led the Tijuana Cartel, one of the most powerful and violent criminal organizations in Mexico during the late 20th century.
-
D.
Ramón Arellano Félix
Ramón Arellano Félix was a notorious Mexican drug trafficker and high-ranking leader of the Tijuana Cartel, known for his role in violent cartel conflicts of the 1990s.
-
E.
Alberto Arellano
Alberto Arellano is an individual notable enough to be recognized as a distinguished bearer of the surname Arellano.
- 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_69e245b2c6548190a0e4c7f2f7df2d48 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f182343a448190a5259cdf721c9d04 |
completed | April 29, 2026, 3:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd36dc8d08190aa691002025a19c4 |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bdc7182cc8190909ca3de14162767 |
completed | May 19, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bdd06e8e88190bbd43d0c877a74ff |
completed | May 19, 2026, 3:46 a.m. |
Created at: April 17, 2026, 3:48 p.m.