Triple

T13596673
Position Surface form Disambiguated ID Type / Status
Subject Sergio Peris-Mencheta E324838 entity
Predicate notableRole P22 FINISHED
Object Gustavo "El Oso" Zapata in "Snowfall"
Gustavo "El Oso" Zapata is a key character in the crime drama series "Snowfall," a former Mexican wrestler turned enforcer and drug trafficker deeply entangled in Los Angeles’ burgeoning cocaine trade of the 1980s.
 E1049923 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: Gustavo "El Oso" Zapata in "Snowfall" | Statement: [Sergio Peris-Mencheta, notableRole, Gustavo "El Oso" Zapata in "Snowfall"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gustavo "El Oso" Zapata in "Snowfall"
Context triple: [Sergio Peris-Mencheta, notableRole, Gustavo "El Oso" Zapata in "Snowfall"]
  • A. Carlo Bernard (on Narcos: Mexico)
    Carlo Bernard is a television writer and producer best known as a co-creator and executive producer of the crime drama series Narcos: Mexico.
  • B. Javier Peña (Narcos character)
    Javier Peña is a hard-driving, morally conflicted DEA agent in the TV series "Narcos," known for his relentless pursuit of Colombian drug cartels alongside his partner Steve Murphy.
  • C. Lalo Salamanca in Better Call Saul
    Lalo Salamanca in Better Call Saul is a charming yet ruthless high-ranking member of the Salamanca drug cartel whose intelligence and unpredictability make him one of the series’ most formidable antagonists.
  • D. Guzman
    Guzman is a Spanish surname of likely toponymic origin that has been borne by numerous notable figures across history and the Spanish-speaking world.
  • E. Chuck McGill
    Chuck McGill is a central character in the television series "Better Call Saul," known as Jimmy McGill’s brilliant but troubled older brother who suffers from a debilitating psychosomatic condition.
  • 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: Gustavo "El Oso" Zapata in "Snowfall"
Triple: [Sergio Peris-Mencheta, notableRole, Gustavo "El Oso" Zapata in "Snowfall"]
Generated description
Gustavo "El Oso" Zapata is a key character in the crime drama series "Snowfall," a former Mexican wrestler turned enforcer and drug trafficker deeply entangled in Los Angeles’ burgeoning cocaine trade of the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gustavo "El Oso" Zapata in "Snowfall"
Target entity description: Gustavo "El Oso" Zapata is a key character in the crime drama series "Snowfall," a former Mexican wrestler turned enforcer and drug trafficker deeply entangled in Los Angeles’ burgeoning cocaine trade of the 1980s.
  • A. Carlo Bernard (on Narcos: Mexico)
    Carlo Bernard is a television writer and producer best known as a co-creator and executive producer of the crime drama series Narcos: Mexico.
  • B. Javier Peña (Narcos character)
    Javier Peña is a hard-driving, morally conflicted DEA agent in the TV series "Narcos," known for his relentless pursuit of Colombian drug cartels alongside his partner Steve Murphy.
  • C. Lalo Salamanca in Better Call Saul
    Lalo Salamanca in Better Call Saul is a charming yet ruthless high-ranking member of the Salamanca drug cartel whose intelligence and unpredictability make him one of the series’ most formidable antagonists.
  • D. Guzman
    Guzman is a Spanish surname of likely toponymic origin that has been borne by numerous notable figures across history and the Spanish-speaking world.
  • E. Chuck McGill
    Chuck McGill is a central character in the television series "Better Call Saul," known as Jimmy McGill’s brilliant but troubled older brother who suffers from a debilitating psychosomatic condition.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0590558819080ccc5874a650b1e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc99dac8190bc267fdf405e8d58 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f779178dc48190bb0de790de30d8b0 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.