Triple

T20468581
Position Surface form Disambiguated ID Type / Status
Subject Cliff Gorman E502120 entity
Predicate notableRole P22 FINISHED
Object Joey in the film "The French Connection" (1971)
Joey is a small-time criminal and drug dealer in the 1971 crime thriller "The French Connection," serving as one of the key figures entangled in the film’s narcotics investigation.
E1432789 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: Joey in the film "The French Connection" (1971) | Statement: [Cliff Gorman, notableRole, Joey in the film "The French Connection" (1971)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joey in the film "The French Connection" (1971)
Context triple: [Cliff Gorman, notableRole, Joey in the film "The French Connection" (1971)]
  • 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. Henry Hill in Goodfellas
    Henry Hill in Goodfellas is the ambitious young mob associate whose rise and fall within the New York Mafia underworld drives the film’s narrative.
  • C. Frank Lopez in Scarface
    Frank Lopez in *Scarface* is a powerful Miami drug kingpin who serves as Tony Montana’s initial boss and mentor before becoming his rival.
  • D. Mr. French in The Departed
    Mr. French in *The Departed* is the ruthless and loyal right-hand enforcer to Boston mob boss Frank Costello, known for his brutal efficiency and unwavering commitment to the criminal organization.
  • E. 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.
  • 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: Joey in the film "The French Connection" (1971)
Triple: [Cliff Gorman, notableRole, Joey in the film "The French Connection" (1971)]
Generated description
Joey is a small-time criminal and drug dealer in the 1971 crime thriller "The French Connection," serving as one of the key figures entangled in the film’s narcotics investigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joey in the film "The French Connection" (1971)
Target entity description: Joey is a small-time criminal and drug dealer in the 1971 crime thriller "The French Connection," serving as one of the key figures entangled in the film’s narcotics investigation.
  • 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. Henry Hill in Goodfellas
    Henry Hill in Goodfellas is the ambitious young mob associate whose rise and fall within the New York Mafia underworld drives the film’s narrative.
  • C. Frank Lopez in Scarface
    Frank Lopez in *Scarface* is a powerful Miami drug kingpin who serves as Tony Montana’s initial boss and mentor before becoming his rival.
  • D. Mr. French in The Departed
    Mr. French in *The Departed* is the ruthless and loyal right-hand enforcer to Boston mob boss Frank Costello, known for his brutal efficiency and unwavering commitment to the criminal organization.
  • E. 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.
  • 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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6995e71c08190911fadbc433f0f4d completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b1a82a88190a5f531c43cdd15cb completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088c9b40788190b76ef5c582996d34 completed May 16, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_6a088d186a38819085c8809560e94745 completed May 16, 2026, 3:28 p.m.
Created at: April 16, 2026, 11:33 a.m.