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.