Triple

T13616725
Position Surface form Disambiguated ID Type / Status
Subject John Joseph Nicholson E325334 entity
Predicate portrayedCharacter P1668 FINISHED
Object Frank Costello in The Departed
Frank Costello in *The Departed* is a ruthless Irish-American mob boss who serves as the film’s primary antagonist, manipulating both the criminal underworld and the police through his network of informants.
E1051578 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: Frank Costello in The Departed | Statement: [John Joseph Nicholson, portrayedCharacter, Frank Costello in The Departed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Costello in The Departed
Context triple: [John Joseph Nicholson, portrayedCharacter, Frank Costello in The Departed]
  • A. 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.
  • B. Vincent Mancini in The Godfather Part III
    Vincent Mancini is the hot-headed yet ambitious illegitimate son of Sonny Corleone who becomes Michael Corleone’s protégé and eventual heir to the Corleone crime family in The Godfather Part III.
  • C. 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.
  • D. Silvio Dante in The Sopranos
    Silvio Dante in *The Sopranos* is the cool-headed consigliere and loyal right-hand man to mob boss Tony Soprano, known for his sharp suits, deadpan wit, and ruthless efficiency.
  • E. 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.
  • 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: Frank Costello in The Departed
Triple: [John Joseph Nicholson, portrayedCharacter, Frank Costello in The Departed]
Generated description
Frank Costello in *The Departed* is a ruthless Irish-American mob boss who serves as the film’s primary antagonist, manipulating both the criminal underworld and the police through his network of informants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Costello in The Departed
Target entity description: Frank Costello in *The Departed* is a ruthless Irish-American mob boss who serves as the film’s primary antagonist, manipulating both the criminal underworld and the police through his network of informants.
  • A. 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.
  • B. Vincent Mancini in The Godfather Part III
    Vincent Mancini is the hot-headed yet ambitious illegitimate son of Sonny Corleone who becomes Michael Corleone’s protégé and eventual heir to the Corleone crime family in The Godfather Part III.
  • C. 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.
  • D. Silvio Dante in The Sopranos
    Silvio Dante in *The Sopranos* is the cool-headed consigliere and loyal right-hand man to mob boss Tony Soprano, known for his sharp suits, deadpan wit, and ruthless efficiency.
  • E. 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.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0ad0a7c81909c7972187202db96 completed April 12, 2026, 2:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f9ecc2881909f71d71e056f9459 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f782c41634819096b0939c6c917259 completed May 3, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69f78366eca88190be313c3a1b1e23ff completed May 3, 2026, 5:18 p.m.
Created at: April 9, 2026, 9:50 p.m.