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.