Triple
T2458783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Sopranos |
E54482
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
A.J. Soprano
A.J. Soprano is the troubled, often directionless son of mob boss Tony Soprano, whose struggles with identity, depression, and privilege form a key emotional thread in the series.
|
E277109
|
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: A.J. Soprano | Statement: [The Sopranos, character, A.J. Soprano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A.J. Soprano Context triple: [The Sopranos, character, A.J. Soprano]
-
A.
Tony Soprano
Tony Soprano is a fictional New Jersey mob boss and conflicted family man who serves as the central antihero of the acclaimed television series "The Sopranos."
-
B.
Christopher Moltisanti
Christopher Moltisanti is a central character in the television series "The Sopranos," depicted as Tony Soprano’s volatile protégé whose struggles with addiction, ambition, and loyalty drive many of the show’s key storylines.
-
C.
Russell Bufalino
Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
-
D.
Paulie Gualtieri
Paulie Gualtieri is a volatile, superstitious, and fiercely loyal capo in the DiMeo crime family on the television series *The Sopranos*.
-
E.
Carmine DeSapio
Carmine DeSapio was a mid-20th-century New York political boss and the last powerful leader of the Tammany Hall Democratic machine.
- 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: A.J. Soprano Triple: [The Sopranos, character, A.J. Soprano]
Generated description
A.J. Soprano is the troubled, often directionless son of mob boss Tony Soprano, whose struggles with identity, depression, and privilege form a key emotional thread in the series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A.J. Soprano Target entity description: A.J. Soprano is the troubled, often directionless son of mob boss Tony Soprano, whose struggles with identity, depression, and privilege form a key emotional thread in the series.
-
A.
Tony Soprano
Tony Soprano is a fictional New Jersey mob boss and conflicted family man who serves as the central antihero of the acclaimed television series "The Sopranos."
-
B.
Christopher Moltisanti
Christopher Moltisanti is a central character in the television series "The Sopranos," depicted as Tony Soprano’s volatile protégé whose struggles with addiction, ambition, and loyalty drive many of the show’s key storylines.
-
C.
Russell Bufalino
Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
-
D.
Paulie Gualtieri
Paulie Gualtieri is a volatile, superstitious, and fiercely loyal capo in the DiMeo crime family on the television series *The Sopranos*.
-
E.
Carmine DeSapio
Carmine DeSapio was a mid-20th-century New York political boss and the last powerful leader of the Tammany Hall Democratic machine.
- 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd10a35f88190b102a2cb5c88146e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cdd404c8190b86f240789e68925 |
completed | March 9, 2026, 11:50 p.m. |
| NEDg | Description generation | batch_69af5e4965408190834cdeeae63a4d75 |
completed | March 9, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e9d48dc8190a79b1f9eaba27978 |
completed | March 9, 2026, 11:58 p.m. |
Created at: March 6, 2026, 9:44 p.m.