Triple
T23220033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beltrán-Leyva Cartel |
E580861
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object | Sergio Villarreal Barragán |
—
|
NE NERFINISHED |
How this triple was built (3 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: Sergio Villarreal Barragán | Statement: [Beltrán-Leyva Cartel, hasLeader, Sergio Villarreal Barragán]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sergio Villarreal Barragán Context triple: [Beltrán-Leyva Cartel, hasLeader, Sergio Villarreal Barragán]
-
A.
Fernando Villarreal
Fernando Villarreal is a boxing judge best known for officiating the historic "Thrilla in Manila" heavyweight title bout between Muhammad Ali and Joe Frazier.
-
B.
Sergio Reyes
Sergio Reyes is a music producer known for his work on the album "Standing in the Spotlight."
-
C.
Jorge Zorreguieta
Jorge Zorreguieta was an Argentine agricultural official and politician best known internationally as the father of Queen Máxima of the Netherlands and for his controversial role in Argentina’s military dictatorship.
-
D.
Jesús Salas Barraza
Jesús Salas Barraza was a Mexican politician and military figure best known for orchestrating the 1923 assassination of revolutionary leader Pancho Villa.
-
E.
Darío Villalba
Darío Villalba was a Spanish painter and photographer known for his pioneering work in conceptual and figurative art, often blending photographic imagery with experimental painting techniques.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sergio Villarreal Barragán Target entity description: Sergio Villarreal Barragán is a Mexican drug lord and high-ranking figure in organized crime, known for his prominent role in Mexico’s narcotics trafficking networks.
-
A.
Fernando Villarreal
Fernando Villarreal is a boxing judge best known for officiating the historic "Thrilla in Manila" heavyweight title bout between Muhammad Ali and Joe Frazier.
-
B.
Sergio Reyes
Sergio Reyes is a music producer known for his work on the album "Standing in the Spotlight."
-
C.
Jorge Zorreguieta
Jorge Zorreguieta was an Argentine agricultural official and politician best known internationally as the father of Queen Máxima of the Netherlands and for his controversial role in Argentina’s military dictatorship.
-
D.
Jesús Salas Barraza
Jesús Salas Barraza was a Mexican politician and military figure best known for orchestrating the 1923 assassination of revolutionary leader Pancho Villa.
-
E.
Darío Villalba
Darío Villalba was a Spanish painter and photographer known for his pioneering work in conceptual and figurative art, often blending photographic imagery with experimental painting techniques.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 17, 2026, 4:08 p.m.