Triple

T956791
Position Surface form Disambiguated ID Type / Status
Subject Narcos E20641 entity
Predicate portraysBy P1507 FINISHED
Object Steve Murphy – Boyd Holbrook
Steve Murphy, portrayed by Boyd Holbrook in the television series "Narcos," is a determined DEA agent central to the hunt for Colombian drug lord Pablo Escobar.
 E112813 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: Steve Murphy – Boyd Holbrook | Statement: [Narcos, portraysBy, Steve Murphy – Boyd Holbrook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steve Murphy – Boyd Holbrook
Context triple: [Narcos, portraysBy, Steve Murphy – Boyd Holbrook]
  • A. Murphy Lee
    Murphy Lee is an American rapper best known as a member of the St. Lunatics crew and for his collaborations with fellow St. Louis artist Nelly.
  • B. John Curran
    John Curran is an American film director and screenwriter known for character-driven dramas such as "Chappaquiddick," "We Don't Live Here Anymore," and "The Painted Veil."
  • C. Joel Murray
    Joel Murray is an American actor and comedian known for his character roles in film and television, as well as for his voice work in animated projects.
  • D. Fred Mitchell
    Fred Mitchell was an early 20th-century Major League Baseball manager best known for leading the Chicago Cubs during their 1918 pennant-winning season.
  • E. Jeffrey Dean
    Jeffrey Dean is a prominent American computer scientist and software engineer best known for his influential work on large-scale distributed systems and infrastructure at Google.
  • 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: Steve Murphy – Boyd Holbrook
Triple: [Narcos, portraysBy, Steve Murphy – Boyd Holbrook]
Generated description
Steve Murphy, portrayed by Boyd Holbrook in the television series "Narcos," is a determined DEA agent central to the hunt for Colombian drug lord Pablo Escobar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steve Murphy – Boyd Holbrook
Target entity description: Steve Murphy, portrayed by Boyd Holbrook in the television series "Narcos," is a determined DEA agent central to the hunt for Colombian drug lord Pablo Escobar.
  • A. Murphy Lee
    Murphy Lee is an American rapper best known as a member of the St. Lunatics crew and for his collaborations with fellow St. Louis artist Nelly.
  • B. John Curran
    John Curran is an American film director and screenwriter known for character-driven dramas such as "Chappaquiddick," "We Don't Live Here Anymore," and "The Painted Veil."
  • C. Joel Murray
    Joel Murray is an American actor and comedian known for his character roles in film and television, as well as for his voice work in animated projects.
  • D. Fred Mitchell
    Fred Mitchell was an early 20th-century Major League Baseball manager best known for leading the Chicago Cubs during their 1918 pennant-winning season.
  • E. Jeffrey Dean
    Jeffrey Dean is a prominent American computer scientist and software engineer best known for his influential work on large-scale distributed systems and infrastructure at Google.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b74fc204819083dbed5c19c4bc15 completed March 1, 2026, 10:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933b00a58819084164f3dd3ecb070 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a788f08190b8849631db63bf00 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69ac0da2d24881909e6f67cc9951efd2 completed March 7, 2026, 11:36 a.m.
Created at: March 1, 2026, 7:40 p.m.