Triple

T2458784
Position Surface form Disambiguated ID Type / Status
Subject The Sopranos E54482 entity
Predicate character P662 FINISHED
Object Livia Soprano
Livia Soprano is the manipulative, emotionally abusive mother of mob boss Tony Soprano in the television series "The Sopranos," known for her cold, vindictive personality and profound impact on Tony's psyche.
E269490 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: Livia Soprano | Statement: [The Sopranos, character, Livia Soprano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Livia Soprano
Context triple: [The Sopranos, character, Livia Soprano]
  • A. Carmela Soprano
    Carmela Soprano is the morally conflicted, materialistic yet devoutly Catholic wife of mob boss Tony Soprano in the acclaimed television drama "The Sopranos."
  • B. Connie Corleone
    Connie Corleone is the youngest child and only daughter of Vito Corleone in Mario Puzo’s The Godfather, whose troubled marriage and personal tragedies reflect the human cost of the Corleone crime family’s power.
  • C. Carmine DeSapio
    Carmine DeSapio was a mid-20th-century New York political boss and the last powerful leader of the Tammany Hall Democratic machine.
  • D. Mrs. Costello
    Mrs. Costello is a socially snobbish, judgmental American expatriate in Henry James’s novella "Daisy Miller," serving as a foil to the more open and naive title character.
  • E. Teresa Capone
    Teresa Capone was the mother of notorious American gangster Al Capone and a key figure in his Italian immigrant family background.
  • 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: Livia Soprano
Triple: [The Sopranos, character, Livia Soprano]
Generated description
Livia Soprano is the manipulative, emotionally abusive mother of mob boss Tony Soprano in the television series "The Sopranos," known for her cold, vindictive personality and profound impact on Tony's psyche.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Livia Soprano
Target entity description: Livia Soprano is the manipulative, emotionally abusive mother of mob boss Tony Soprano in the television series "The Sopranos," known for her cold, vindictive personality and profound impact on Tony's psyche.
  • A. Carmela Soprano
    Carmela Soprano is the morally conflicted, materialistic yet devoutly Catholic wife of mob boss Tony Soprano in the acclaimed television drama "The Sopranos."
  • B. Connie Corleone
    Connie Corleone is the youngest child and only daughter of Vito Corleone in Mario Puzo’s The Godfather, whose troubled marriage and personal tragedies reflect the human cost of the Corleone crime family’s power.
  • C. Carmine DeSapio
    Carmine DeSapio was a mid-20th-century New York political boss and the last powerful leader of the Tammany Hall Democratic machine.
  • D. Mrs. Costello
    Mrs. Costello is a socially snobbish, judgmental American expatriate in Henry James’s novella "Daisy Miller," serving as a foil to the more open and naive title character.
  • E. Teresa Capone
    Teresa Capone was the mother of notorious American gangster Al Capone and a key figure in his Italian immigrant family background.
  • 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_69af179665d081909f9a761fa50c44e7 completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af185baf5c8190b8aa3dc672f2e1be completed March 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69af18d8ab0881908ecd027080f96e0e completed March 9, 2026, 7 p.m.
Created at: March 6, 2026, 9:44 p.m.