Triple
T23220027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beltrán-Leyva Cartel |
E580861
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Carlos Beltrán Leyva
Carlos Beltrán Leyva is a Mexican drug trafficker and co-founder of the Beltrán-Leyva Cartel, a powerful criminal organization involved in large-scale narcotics trafficking and organized crime.
|
E1576201
|
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: Carlos Beltrán Leyva | Statement: [Beltrán-Leyva Cartel, foundedBy, Carlos Beltrán Leyva]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carlos Beltrán Leyva Context triple: [Beltrán-Leyva Cartel, foundedBy, Carlos Beltrán Leyva]
-
A.
Carlos Iván Beltrán
Carlos Iván Beltrán is a retired Puerto Rican Major League Baseball outfielder and nine-time All-Star known for his power, speed, and postseason performances.
-
B.
Morales Cabrera
Morales Cabrera is the family name of Jimmy Morales, the former president of Guatemala and a one-time television comedian.
-
C.
Jorge Bustamante
Jorge Bustamante is a prominent Mexican sociologist and human rights advocate known for his pioneering work on migration and border issues between Mexico and the United States.
-
D.
Carlos Alberto Arroyo Bermúdez
Carlos Alberto Arroyo Bermúdez, better known as Carlos Arroyo, is a Puerto Rican former professional basketball point guard who played in the NBA and internationally, and later became involved in music and sports management.
-
E.
Jorge Robledo
Jorge Robledo was a 16th-century Spanish conquistador known for exploring and founding several settlements in what is now Colombia.
- 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: Carlos Beltrán Leyva Triple: [Beltrán-Leyva Cartel, foundedBy, Carlos Beltrán Leyva]
Generated description
Carlos Beltrán Leyva is a Mexican drug trafficker and co-founder of the Beltrán-Leyva Cartel, a powerful criminal organization involved in large-scale narcotics trafficking and organized crime.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carlos Beltrán Leyva Target entity description: Carlos Beltrán Leyva is a Mexican drug trafficker and co-founder of the Beltrán-Leyva Cartel, a powerful criminal organization involved in large-scale narcotics trafficking and organized crime.
-
A.
Carlos Iván Beltrán
Carlos Iván Beltrán is a retired Puerto Rican Major League Baseball outfielder and nine-time All-Star known for his power, speed, and postseason performances.
-
B.
Morales Cabrera
Morales Cabrera is the family name of Jimmy Morales, the former president of Guatemala and a one-time television comedian.
-
C.
Jorge Bustamante
Jorge Bustamante is a prominent Mexican sociologist and human rights advocate known for his pioneering work on migration and border issues between Mexico and the United States.
-
D.
Carlos Alberto Arroyo Bermúdez
Carlos Alberto Arroyo Bermúdez, better known as Carlos Arroyo, is a Puerto Rican former professional basketball point guard who played in the NBA and internationally, and later became involved in music and sports management.
-
E.
Jorge Robledo
Jorge Robledo was a 16th-century Spanish conquistador known for exploring and founding several settlements in what is now Colombia.
- 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_6a0c3f4ffc3c8190a971bc5e7d362ae2 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c405be1188190b6622665e448bbe7 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40bece448190bb9fd1a3058a1f06 |
completed | May 19, 2026, 10:51 a.m. |
Created at: April 17, 2026, 4:08 p.m.