Triple

T9780714
Position Surface form Disambiguated ID Type / Status
Subject John Heard E237360 entity
Predicate role P268 FINISHED
Object Vin Makazian in The Sopranos
Vin Makazian in *The Sopranos* is a troubled, corrupt police officer who serves as one of Tony Soprano’s informants and exemplifies the show’s themes of moral compromise and personal downfall.
E820627 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: Vin Makazian in The Sopranos | Statement: [John Heard, role, Vin Makazian in The Sopranos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vin Makazian in The Sopranos
Context triple: [John Heard, role, Vin Makazian in The Sopranos]
  • A. Phil Leotardo in The Sopranos
    Phil Leotardo in *The Sopranos* is a ruthless and vengeful New York mob boss who becomes one of Tony Soprano’s most dangerous and implacable enemies.
  • B. Ralph Cifaretto in The Sopranos
    Ralph Cifaretto in *The Sopranos* is a volatile, sadistic, and darkly comedic mob captain whose cruelty, ambition, and erratic behavior make him one of the series’ most notorious and disruptive figures.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Vin Makazian in The Sopranos
Triple: [John Heard, role, Vin Makazian in The Sopranos]
Generated description
Vin Makazian in *The Sopranos* is a troubled, corrupt police officer who serves as one of Tony Soprano’s informants and exemplifies the show’s themes of moral compromise and personal downfall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vin Makazian in The Sopranos
Target entity description: Vin Makazian in *The Sopranos* is a troubled, corrupt police officer who serves as one of Tony Soprano’s informants and exemplifies the show’s themes of moral compromise and personal downfall.
  • A. Phil Leotardo in The Sopranos
    Phil Leotardo in *The Sopranos* is a ruthless and vengeful New York mob boss who becomes one of Tony Soprano’s most dangerous and implacable enemies.
  • B. Ralph Cifaretto in The Sopranos
    Ralph Cifaretto in *The Sopranos* is a volatile, sadistic, and darkly comedic mob captain whose cruelty, ambition, and erratic behavior make him one of the series’ most notorious and disruptive figures.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca84d975a08190aab25b02a89bdab3 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda1b0b15881909ef52d0156148c59 completed April 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bd2e5f4c81908a3c132df6440947 completed April 5, 2026, 1:38 a.m.
NEDg Description generation batch_69d1bf4a414c81909ee12092315e714a completed April 5, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69d1c00dac1c81908c6c5dca384eddcc completed April 5, 2026, 1:51 a.m.
Created at: March 30, 2026, 8:27 p.m.