Triple

T9998800
Position Surface form Disambiguated ID Type / Status
Subject Dennis Farina E197270 entity
Predicate role P268 FINISHED
Object Ray "Bones" Barboni in Get Shorty
Ray "Bones" Barboni in *Get Shorty* is a volatile, foul-mouthed Miami mobster whose violent temper and comic ineptitude make him one of the film’s most memorable antagonists.
E833876 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: Ray "Bones" Barboni in Get Shorty | Statement: [Dennis Farina, role, Ray "Bones" Barboni in Get Shorty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray "Bones" Barboni in Get Shorty
Context triple: [Dennis Farina, role, Ray "Bones" Barboni in Get Shorty]
  • A. Buddy Russo in The French Connection
    Buddy Russo in *The French Connection* is a tough, streetwise New York City detective who partners with Popeye Doyle in the gritty pursuit of an international heroin smuggling ring.
  • B. Mr. White in Reservoir Dogs
    Mr. White in Reservoir Dogs is a seasoned, professional criminal whose unexpected loyalty and moral code drive much of the film’s tension and emotional core.
  • 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. Damon Wayans as Roger Murtaugh
    Damon Wayans as Roger Murtaugh is the television portrayal of the seasoned, family-oriented LAPD detective originally made famous in the Lethal Weapon film series.
  • E. Doyle Lonnegan in The Sting
    Doyle Lonnegan in *The Sting* is the ruthless Irish-American crime boss and high-stakes gambler who serves as the film’s primary antagonist, famously portrayed by Robert Shaw.
  • 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: Ray "Bones" Barboni in Get Shorty
Triple: [Dennis Farina, role, Ray "Bones" Barboni in Get Shorty]
Generated description
Ray "Bones" Barboni in *Get Shorty* is a volatile, foul-mouthed Miami mobster whose violent temper and comic ineptitude make him one of the film’s most memorable antagonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray "Bones" Barboni in Get Shorty
Target entity description: Ray "Bones" Barboni in *Get Shorty* is a volatile, foul-mouthed Miami mobster whose violent temper and comic ineptitude make him one of the film’s most memorable antagonists.
  • A. Buddy Russo in The French Connection
    Buddy Russo in *The French Connection* is a tough, streetwise New York City detective who partners with Popeye Doyle in the gritty pursuit of an international heroin smuggling ring.
  • B. Mr. White in Reservoir Dogs
    Mr. White in Reservoir Dogs is a seasoned, professional criminal whose unexpected loyalty and moral code drive much of the film’s tension and emotional core.
  • 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. Damon Wayans as Roger Murtaugh
    Damon Wayans as Roger Murtaugh is the television portrayal of the seasoned, family-oriented LAPD detective originally made famous in the Lethal Weapon film series.
  • E. Doyle Lonnegan in The Sting
    Doyle Lonnegan in *The Sting* is the ruthless Irish-American crime boss and high-stakes gambler who serves as the film’s primary antagonist, famously portrayed by Robert Shaw.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8c78448190a5332f4ff8a7b3dd completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2584bd6cc8190841353847dd2f00c completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259016fb08190aadf9d4cee0b42d7 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259a2e48481908bd8e4829f676618 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:51 p.m.