Triple

T8515412
Position Surface form Disambiguated ID Type / Status
Subject Joe Pantoliano E201559 entity
Predicate characterRole P268 FINISHED
Object Deputy U.S. Marshal Cosmo Renfro in The Fugitive
Deputy U.S. Marshal Cosmo Renfro is a wisecracking, street-smart member of Samuel Gerard’s fugitive-hunting team in the 1993 thriller "The Fugitive."
E738818 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: Deputy U.S. Marshal Cosmo Renfro in The Fugitive | Statement: [Joe Pantoliano, characterRole, Deputy U.S. Marshal Cosmo Renfro in The Fugitive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy U.S. Marshal Cosmo Renfro in The Fugitive
Context triple: [Joe Pantoliano, characterRole, Deputy U.S. Marshal Cosmo Renfro in The Fugitive]
  • A. Deputy U.S. Marshal Samuel Gerard in The Fugitive
    Deputy U.S. Marshal Samuel Gerard in *The Fugitive* is the relentless, sharp-witted lawman portrayed by Tommy Lee Jones, whose dogged pursuit of Dr. Richard Kimble earned the actor an Academy Award.
  • B. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • C. Alonzo Mosely in Midnight Run
    Alonzo Mosely in *Midnight Run* is a no-nonsense FBI agent whose badge is stolen by bounty hunter Jack Walsh, leading to a series of tense and comedic confrontations throughout the film.
  • D. 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."
  • E. 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.
  • 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: Deputy U.S. Marshal Cosmo Renfro in The Fugitive
Triple: [Joe Pantoliano, characterRole, Deputy U.S. Marshal Cosmo Renfro in The Fugitive]
Generated description
Deputy U.S. Marshal Cosmo Renfro is a wisecracking, street-smart member of Samuel Gerard’s fugitive-hunting team in the 1993 thriller "The Fugitive."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy U.S. Marshal Cosmo Renfro in The Fugitive
Target entity description: Deputy U.S. Marshal Cosmo Renfro is a wisecracking, street-smart member of Samuel Gerard’s fugitive-hunting team in the 1993 thriller "The Fugitive."
  • A. Deputy U.S. Marshal Samuel Gerard in The Fugitive
    Deputy U.S. Marshal Samuel Gerard in *The Fugitive* is the relentless, sharp-witted lawman portrayed by Tommy Lee Jones, whose dogged pursuit of Dr. Richard Kimble earned the actor an Academy Award.
  • B. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • C. Alonzo Mosely in Midnight Run
    Alonzo Mosely in *Midnight Run* is a no-nonsense FBI agent whose badge is stolen by bounty hunter Jack Walsh, leading to a series of tense and comedic confrontations throughout the film.
  • D. 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."
  • E. 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.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60f37b0819082ae14e539f57b56 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e5dbb3c81909157e6b04a4956af completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.