Triple
T8519407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin Bratt |
E201657
|
entity |
| Predicate | characterRole |
P268
|
FINISHED |
| Object |
Juan Obregón in Traffic
Juan Obregón in *Traffic* is a Mexican drug cartel lieutenant whose actions and relationships illustrate the brutal realities and moral ambiguities of the cross-border narcotics trade.
|
E739690
|
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: Juan Obregón in Traffic | Statement: [Benjamin Bratt, characterRole, Juan Obregón in Traffic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juan Obregón in Traffic Context triple: [Benjamin Bratt, characterRole, Juan Obregón in Traffic]
-
A.
Gilbert Trejo
Gilbert Trejo is an American filmmaker and actor, known as the son of character actor Danny Trejo and for directing and appearing in independent film projects.
-
B.
Brian O'Conner
Brian O'Conner is a central protagonist in the Fast & Furious franchise, portrayed as an undercover cop-turned-street racer and loyal member of Dominic Toretto's crew.
-
C.
Ricardo Montoya
Ricardo Montoya is a person notable enough to be recognized as a bearer of the surname Montoya, though specific widely known achievements or roles are not clearly established from this context.
-
D.
Poncho Ramirez
Poncho Ramirez is a character from the Predator franchise, typically depicted as a skilled and battle-hardened member of an elite military team.
-
E.
Omar Bravo
Omar Bravo is a Mexican former professional footballer best known as a prolific forward for C.D. Guadalajara and the Mexico national team.
- 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: Juan Obregón in Traffic Triple: [Benjamin Bratt, characterRole, Juan Obregón in Traffic]
Generated description
Juan Obregón in *Traffic* is a Mexican drug cartel lieutenant whose actions and relationships illustrate the brutal realities and moral ambiguities of the cross-border narcotics trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juan Obregón in Traffic Target entity description: Juan Obregón in *Traffic* is a Mexican drug cartel lieutenant whose actions and relationships illustrate the brutal realities and moral ambiguities of the cross-border narcotics trade.
-
A.
Gilbert Trejo
Gilbert Trejo is an American filmmaker and actor, known as the son of character actor Danny Trejo and for directing and appearing in independent film projects.
-
B.
Brian O'Conner
Brian O'Conner is a central protagonist in the Fast & Furious franchise, portrayed as an undercover cop-turned-street racer and loyal member of Dominic Toretto's crew.
-
C.
Ricardo Montoya
Ricardo Montoya is a person notable enough to be recognized as a bearer of the surname Montoya, though specific widely known achievements or roles are not clearly established from this context.
-
D.
Poncho Ramirez
Poncho Ramirez is a character from the Predator franchise, typically depicted as a skilled and battle-hardened member of an elite military team.
-
E.
Jose Montoya
Jose Montoya is a notable individual whose surname, Montoya, is recognized in association with his personal achievements or public prominence.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe627de908190b463da0f26da4ffb |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e76dcd08190866fde75cd0ac389 |
completed | April 2, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ce4ffc30e08190b71e941d63d56015 |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce54dc664081908ff63ec7f92834d7 |
completed | April 2, 2026, 11:37 a.m. |
Created at: March 30, 2026, 6:16 p.m.