Triple

T3622940
Position Surface form Disambiguated ID Type / Status
Subject Richie Roberts E76768 entity
Predicate basedOn P98 FINISHED
Object character Richie Roberts in the film "American Gangster"
The character Richie Roberts in the film "American Gangster" is a principled yet troubled New Jersey detective who relentlessly pursues Harlem drug kingpin Frank Lucas amid widespread police corruption in the 1970s.
E373738 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: character Richie Roberts in the film "American Gangster" | Statement: [Richie Roberts, basedOn, character Richie Roberts in the film "American Gangster"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: character Richie Roberts in the film "American Gangster"
Context triple: [Richie Roberts, basedOn, character Richie Roberts in the film "American Gangster"]
  • A. 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.
  • B. 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.
  • C. Sal Maroni in The Dark Knight
    Sal Maroni in The Dark Knight is a powerful Gotham City mob boss who becomes a key figure in the criminal underworld’s clash with Batman and the rise of Harvey Dent as Two-Face.
  • D. Mr. Orange in Reservoir Dogs
    Mr. Orange is an undercover cop posing as a criminal in Quentin Tarantino’s heist film "Reservoir Dogs," whose concealed identity and divided loyalties drive much of the movie’s tension and tragedy.
  • E. Arturo Braga in Fast & Furious
    Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
  • 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: character Richie Roberts in the film "American Gangster"
Triple: [Richie Roberts, basedOn, character Richie Roberts in the film "American Gangster"]
Generated description
The character Richie Roberts in the film "American Gangster" is a principled yet troubled New Jersey detective who relentlessly pursues Harlem drug kingpin Frank Lucas amid widespread police corruption in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: character Richie Roberts in the film "American Gangster"
Target entity description: The character Richie Roberts in the film "American Gangster" is a principled yet troubled New Jersey detective who relentlessly pursues Harlem drug kingpin Frank Lucas amid widespread police corruption in the 1970s.
  • A. 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.
  • B. 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.
  • C. Sal Maroni in The Dark Knight
    Sal Maroni in The Dark Knight is a powerful Gotham City mob boss who becomes a key figure in the criminal underworld’s clash with Batman and the rise of Harvey Dent as Two-Face.
  • D. Mr. Orange in Reservoir Dogs
    Mr. Orange is an undercover cop posing as a criminal in Quentin Tarantino’s heist film "Reservoir Dogs," whose concealed identity and divided loyalties drive much of the movie’s tension and tragedy.
  • E. Arturo Braga in Fast & Furious
    Arturo Braga in Fast & Furious is a powerful Mexican drug cartel leader and primary antagonist who orchestrates high-risk cross-border smuggling operations.
  • 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_69ad85dae2fc81908d1ceadbc6af0089 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2bc79008190abe6900adcbda8de completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43320955c8190910c0f15c80f41f4 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b43705642881909c62b7363a4f3a12 completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4379cd04c81909246747bcc357261 completed March 13, 2026, 4:13 p.m.
Created at: March 8, 2026, 3:23 p.m.