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.