Triple

T6753580
Position Surface form Disambiguated ID Type / Status
Subject Doug Miro E154396 entity
Predicate coCreatorWith P7732 FINISHED
Object 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.
 E615452 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: Carlo Bernard (on Narcos: Mexico) | Statement: [Doug Miro, coCreatorWith, Carlo Bernard (on Narcos: Mexico)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carlo Bernard (on Narcos: Mexico)
Context triple: [Doug Miro, coCreatorWith, Carlo Bernard (on Narcos: Mexico)]
  • A. 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.
  • B. Camilo Madrigal
    Camilo Madrigal is a shape-shifting teenage member of the magical Madrigal family in Disney’s animated film "Encanto," known for his playful personality and ability to transform into other people.
  • C. Gustavo Fring
    Gustavo Fring is a meticulous and calculating drug kingpin who operates under the guise of a respected fast-food restaurant owner in the television series Breaking Bad.
  • D. 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.
  • E. Giancarlo Esposito
    Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
  • 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: Carlo Bernard (on Narcos: Mexico)
Triple: [Doug Miro, coCreatorWith, Carlo Bernard (on Narcos: Mexico)]
Generated description
Carlo Bernard is a television writer and producer best known as a co-creator and executive producer of the crime drama series Narcos: Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carlo Bernard (on Narcos: Mexico)
Target entity description: Carlo Bernard is a television writer and producer best known as a co-creator and executive producer of the crime drama series Narcos: Mexico.
  • A. 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.
  • B. Camilo Madrigal
    Camilo Madrigal is a shape-shifting teenage member of the magical Madrigal family in Disney’s animated film "Encanto," known for his playful personality and ability to transform into other people.
  • C. Gustavo Fring
    Gustavo Fring is a meticulous and calculating drug kingpin who operates under the guise of a respected fast-food restaurant owner in the television series Breaking Bad.
  • D. 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.
  • E. Giancarlo Esposito
    Giancarlo Esposito is an American actor best known for his nuanced portrayals of complex antagonists, particularly Gus Fring in the television series "Breaking Bad" and "Better Call Saul."
  • 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_69c6880fd5808190be684854081e27dd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1f32fa08190bb23dc24fef14c8d completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b1c4594819084716e21b16191e3 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c4111848190906b0e43cf4ae325 completed March 27, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69c70cbb8644819091a8a9c061dfd605 completed March 27, 2026, 11:03 p.m.
Created at: March 27, 2026, 2:11 p.m.