Triple

T8294387
Position Surface form Disambiguated ID Type / Status
Subject Nick Searcy E194177 entity
Predicate portrayed P1668 FINISHED
Object Chief Deputy U.S. Marshal Art Mullen
Chief Deputy U.S. Marshal Art Mullen is a key supporting character in the television series "Justified," serving as Raylan Givens' pragmatic and often exasperated boss in the U.S. Marshals Service.
E723565 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: Chief Deputy U.S. Marshal Art Mullen | Statement: [Nick Searcy, portrayed, Chief Deputy U.S. Marshal Art Mullen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chief Deputy U.S. Marshal Art Mullen
Context triple: [Nick Searcy, portrayed, Chief Deputy U.S. Marshal Art Mullen]
  • A. John Wesley Dobbs
    John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
  • B. Deputy Marshal Bobby Biggs
    Deputy Marshal Bobby Biggs is a member of Deputy U.S. Marshal Samuel Gerard’s fugitive apprehension team in the film "The Fugitive" and its sequel "U.S. Marshals."
  • C. Deputy U.S. Marshal Philip Gerard
    Deputy U.S. Marshal Philip Gerard is the relentless lawman character from the 1960s television series "The Fugitive," obsessed with capturing Dr. Richard Kimble.
  • D. Officer Doug Penhall
    Officer Doug Penhall is a lovable, wisecracking undercover cop known for his loyalty and comic relief on the TV series "21 Jump Street."
  • E. Officer Bill Gannon
    Officer Bill Gannon is a fictional Los Angeles police officer and Joe Friday’s partner on the television series "Dragnet," portrayed by actor Harry Morgan.
  • 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: Chief Deputy U.S. Marshal Art Mullen
Triple: [Nick Searcy, portrayed, Chief Deputy U.S. Marshal Art Mullen]
Generated description
Chief Deputy U.S. Marshal Art Mullen is a key supporting character in the television series "Justified," serving as Raylan Givens' pragmatic and often exasperated boss in the U.S. Marshals Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chief Deputy U.S. Marshal Art Mullen
Target entity description: Chief Deputy U.S. Marshal Art Mullen is a key supporting character in the television series "Justified," serving as Raylan Givens' pragmatic and often exasperated boss in the U.S. Marshals Service.
  • A. John Wesley Dobbs
    John Wesley Dobbs was a prominent African American civic and political leader in early 20th-century Atlanta, often called the “Mayor of Auburn Avenue” for his influential role in the city’s Black community.
  • B. Deputy Marshal Bobby Biggs
    Deputy Marshal Bobby Biggs is a member of Deputy U.S. Marshal Samuel Gerard’s fugitive apprehension team in the film "The Fugitive" and its sequel "U.S. Marshals."
  • C. Deputy U.S. Marshal Philip Gerard
    Deputy U.S. Marshal Philip Gerard is the relentless lawman character from the 1960s television series "The Fugitive," obsessed with capturing Dr. Richard Kimble.
  • D. Officer Doug Penhall
    Officer Doug Penhall is a lovable, wisecracking undercover cop known for his loyalty and comic relief on the TV series "21 Jump Street."
  • E. Officer Bill Gannon
    Officer Bill Gannon is a fictional Los Angeles police officer and Joe Friday’s partner on the television series "Dragnet," portrayed by actor Harry Morgan.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df5fff88190ac51a8d1c3eb2fe2 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6899b818819090c80a8eba7d5d4c completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d567c3c81908a7ec5bc13be529d completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e3e2f848190a22ad8739bb8e298 completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:52 p.m.