Triple

T14574616
Position Surface form Disambiguated ID Type / Status
Subject Ramón Rodríguez E342008 entity
Predicate playedCharacter P1507 FINISHED
Object Detective Ryan Lopez in Gang Related
Detective Ryan Lopez in Gang Related is the conflicted LAPD officer who secretly works for a powerful Latino gang while struggling between loyalty to his criminal “family” and his duty as a cop.
E1106538 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: Detective Ryan Lopez in Gang Related | Statement: [Ramón Rodríguez, playedCharacter, Detective Ryan Lopez in Gang Related]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Detective Ryan Lopez in Gang Related
Context triple: [Ramón Rodríguez, playedCharacter, Detective Ryan Lopez in Gang Related]
  • A. Detective Jake Rodriguez
    Detective Jake Rodriguez is a central law-enforcement character in the crime drama series "Gang Related," navigating complex loyalties between the police and criminal underworld.
  • B. Detective Julio Sanchez in Major Crimes
    Detective Julio Sanchez in Major Crimes is a tough, emotionally complex LAPD detective known for his expertise in gang-related cases and his loyalty to the Major Crimes squad.
  • C. Detective Chris Lecce
    Detective Chris Lecce is the wisecracking, street-smart Seattle cop portrayed by Richard Dreyfuss in the 1987 buddy-cop comedy film "Stakeout."
  • D. Detective Frankie Ryan in City on a Hill
    Detective Frankie Ryan in City on a Hill is a driven and morally conflicted Boston police detective entangled in the city’s web of corruption and crime in the early 1990s.
  • E. Detective Nick Yemana
    Detective Nick Yemana is the deadpan, coffee-brewing detective character from the classic TV sitcom "Barney Miller," portrayed by actor Jack Soo.
  • 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: Detective Ryan Lopez in Gang Related
Triple: [Ramón Rodríguez, playedCharacter, Detective Ryan Lopez in Gang Related]
Generated description
Detective Ryan Lopez in Gang Related is the conflicted LAPD officer who secretly works for a powerful Latino gang while struggling between loyalty to his criminal “family” and his duty as a cop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Detective Ryan Lopez in Gang Related
Target entity description: Detective Ryan Lopez in Gang Related is the conflicted LAPD officer who secretly works for a powerful Latino gang while struggling between loyalty to his criminal “family” and his duty as a cop.
  • A. Detective Jake Rodriguez
    Detective Jake Rodriguez is a central law-enforcement character in the crime drama series "Gang Related," navigating complex loyalties between the police and criminal underworld.
  • B. Detective Julio Sanchez in Major Crimes
    Detective Julio Sanchez in Major Crimes is a tough, emotionally complex LAPD detective known for his expertise in gang-related cases and his loyalty to the Major Crimes squad.
  • C. Detective Chris Lecce
    Detective Chris Lecce is the wisecracking, street-smart Seattle cop portrayed by Richard Dreyfuss in the 1987 buddy-cop comedy film "Stakeout."
  • D. Detective Frankie Ryan in City on a Hill
    Detective Frankie Ryan in City on a Hill is a driven and morally conflicted Boston police detective entangled in the city’s web of corruption and crime in the early 1990s.
  • E. Detective Nick Yemana
    Detective Nick Yemana is the deadpan, coffee-brewing detective character from the classic TV sitcom "Barney Miller," portrayed by actor Jack Soo.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f49d58819094fcd2a702e146cb completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8acc788081909c41905785fa9a29 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8be7d8988190807d4db477b91de0 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d4f2e848190a3c4c423c0ffed50 completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:24 a.m.