Triple
T14660911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joaquin |
E344233
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Joaquín Guzmán (El Chapo)
Joaquín "El Chapo" Guzmán is a notorious Mexican drug lord and former leader of the Sinaloa Cartel, known for his massive narcotics trafficking operations and multiple dramatic prison escapes.
|
E1112387
|
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: Joaquín Guzmán (El Chapo) | Statement: [Joaquin, notableBearer, Joaquín Guzmán (El Chapo)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joaquín Guzmán (El Chapo) Context triple: [Joaquin, notableBearer, Joaquín Guzmán (El Chapo)]
-
A.
Jaime Guzmán
Jaime Guzmán was a Chilean lawyer, conservative politician, and influential ideologue of Augusto Pinochet’s regime who helped shape Chile’s 1980 constitution.
-
B.
Fernando Arellano
Fernando Arellano is a person notable enough to be recognized as a distinguished bearer of the surname Arellano.
-
C.
Eduardo Arellano
Eduardo Arellano is a Mexican drug trafficker best known as one of the leaders of the Tijuana Cartel.
-
D.
Alberto Arellano
Alberto Arellano is an individual notable enough to be recognized as a distinguished bearer of the surname Arellano.
-
E.
Pablo Escobar
Pablo Escobar was a notorious Colombian drug lord who led the Medellín Cartel and became one of the wealthiest and most violent criminals in history.
- 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: Joaquín Guzmán (El Chapo) Triple: [Joaquin, notableBearer, Joaquín Guzmán (El Chapo)]
Generated description
Joaquín "El Chapo" Guzmán is a notorious Mexican drug lord and former leader of the Sinaloa Cartel, known for his massive narcotics trafficking operations and multiple dramatic prison escapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joaquín Guzmán (El Chapo) Target entity description: Joaquín "El Chapo" Guzmán is a notorious Mexican drug lord and former leader of the Sinaloa Cartel, known for his massive narcotics trafficking operations and multiple dramatic prison escapes.
-
A.
Jaime Guzmán
Jaime Guzmán was a Chilean lawyer, conservative politician, and influential ideologue of Augusto Pinochet’s regime who helped shape Chile’s 1980 constitution.
-
B.
Fernando Arellano
Fernando Arellano is a person notable enough to be recognized as a distinguished bearer of the surname Arellano.
-
C.
Eduardo Arellano
Eduardo Arellano is a Mexican drug trafficker best known as one of the leaders of the Tijuana Cartel.
-
D.
Alberto Arellano
Alberto Arellano is an individual notable enough to be recognized as a distinguished bearer of the surname Arellano.
-
E.
Pablo Escobar
Pablo Escobar was a notorious Colombian drug lord who led the Medellín Cartel and became one of the wealthiest and most violent criminals in history.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51c84448190a1f5fa9ab8a1e2c4 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e28f848190a3d686bc11336601 |
completed | May 8, 2026, 12:24 p.m. |
| NEDg | Description generation | batch_69fdd65a6c24819088fb18ffcdfe6404 |
completed | May 8, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd6f172288190ba7097518b1a971e |
completed | May 8, 2026, 12:28 p.m. |
Created at: April 10, 2026, 1:27 a.m.