Triple

T4563028
Position Surface form Disambiguated ID Type / Status
Subject Steve Murphy E121840 entity
Predicate basedOn P98 FINISHED
Object real DEA agent Steve Murphy
Steve Murphy is a former U.S. Drug Enforcement Administration agent best known for his role in the pursuit and takedown of Colombian drug lord Pablo Escobar.
E452998 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: real DEA agent Steve Murphy | Statement: [Steve Murphy, basedOn, real DEA agent Steve Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: real DEA agent Steve Murphy
Context triple: [Steve Murphy, basedOn, real DEA agent Steve Murphy]
  • A. Inspector Steve Keller
    Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
  • B. ATF agent Ray Nicolet
    ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • C. Inspector Steve Keller – Michael Douglas
    Inspector Steve Keller is the young, idealistic homicide detective played by Michael Douglas in the 1970s crime drama series "The Streets of San Francisco."
  • D. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • E. DEA Special Operations Division
    The DEA Special Operations Division is a specialized unit within the U.S. Drug Enforcement Administration that coordinates high-level, often international, counter-narcotics investigations and intelligence operations.
  • 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: real DEA agent Steve Murphy
Triple: [Steve Murphy, basedOn, real DEA agent Steve Murphy]
Generated description
Steve Murphy is a former U.S. Drug Enforcement Administration agent best known for his role in the pursuit and takedown of Colombian drug lord Pablo Escobar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: real DEA agent Steve Murphy
Target entity description: Steve Murphy is a former U.S. Drug Enforcement Administration agent best known for his role in the pursuit and takedown of Colombian drug lord Pablo Escobar.
  • A. Inspector Steve Keller
    Inspector Steve Keller is a fictional young homicide detective and partner to veteran cop Mike Stone in the 1970s American crime drama series "The Streets of San Francisco."
  • B. ATF agent Ray Nicolet
    ATF agent Ray Nicolet is a fictional federal law enforcement officer who appears in Elmore Leonard’s crime novel "Rum Punch" and its film adaptation "Jackie Brown," often portrayed as a somewhat slick and opportunistic investigator.
  • C. Inspector Steve Keller – Michael Douglas
    Inspector Steve Keller is the young, idealistic homicide detective played by Michael Douglas in the 1970s crime drama series "The Streets of San Francisco."
  • D. Detective Keith Frazier
    Detective Keith Frazier is the determined NYPD hostage negotiator portrayed by Denzel Washington in the heist thriller film "Inside Man."
  • E. DEA Special Operations Division
    The DEA Special Operations Division is a specialized unit within the U.S. Drug Enforcement Administration that coordinates high-level, often international, counter-narcotics investigations and intelligence operations.
  • 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_69bd463f156881908a99aca69c5721ac completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd5830b4308190a63699bf28922375 completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc5a2a97081909c9c064924fcaa22 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc95cabc081909c2174d5a1145edc completed March 20, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdca0d95308190b3b52d6f046fbf0e completed March 20, 2026, 10:28 p.m.
Created at: March 20, 2026, 1:09 p.m.