Triple

T2458751
Position Surface form Disambiguated ID Type / Status
Subject The Sopranos E54482 entity
Predicate portrays P264 FINISHED
Object Italian-American Mafia
The Italian-American Mafia is a network of organized crime groups in the United States with roots in Sicilian traditions, known for activities such as racketeering, extortion, and illicit gambling, and for its hierarchical, family-based structure.
E268682 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: Italian-American Mafia | Statement: [The Sopranos, portrays, Italian-American Mafia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian-American Mafia
Context triple: [The Sopranos, portrays, Italian-American Mafia]
  • A. Luciano crime family
    The Luciano crime family, later known as the Genovese crime family, is one of New York City's most powerful and historically influential Italian-American Mafia organizations.
  • B. Commission (American Mafia)
    The Commission (American Mafia) was the national governing body of major Italian-American crime families in the United States, created to regulate organized crime activities, mediate disputes, and maintain balance of power among the families.
  • C. Pettingill crime family
    The Pettingill crime family is a notorious Australian criminal clan from Melbourne known for its involvement in drug trafficking, violence, and high-profile confrontations with law enforcement.
  • D. Shelby crime family
    The Shelby crime family is a fictional Birmingham-based gangster clan at the center of the British television series "Peaky Blinders," led by the ambitious and ruthless Thomas Shelby.
  • E. Boston Irish mob
    The Boston Irish mob is a network of Irish-American organized crime groups in Boston known for their violent turf wars, political corruption, and influence on popular culture depictions of gangland life.
  • 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: Italian-American Mafia
Triple: [The Sopranos, portrays, Italian-American Mafia]
Generated description
The Italian-American Mafia is a network of organized crime groups in the United States with roots in Sicilian traditions, known for activities such as racketeering, extortion, and illicit gambling, and for its hierarchical, family-based structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian-American Mafia
Target entity description: The Italian-American Mafia is a network of organized crime groups in the United States with roots in Sicilian traditions, known for activities such as racketeering, extortion, and illicit gambling, and for its hierarchical, family-based structure.
  • A. Luciano crime family
    The Luciano crime family, later known as the Genovese crime family, is one of New York City's most powerful and historically influential Italian-American Mafia organizations.
  • B. Commission (American Mafia)
    The Commission (American Mafia) was the national governing body of major Italian-American crime families in the United States, created to regulate organized crime activities, mediate disputes, and maintain balance of power among the families.
  • C. Pettingill crime family
    The Pettingill crime family is a notorious Australian criminal clan from Melbourne known for its involvement in drug trafficking, violence, and high-profile confrontations with law enforcement.
  • D. Shelby crime family
    The Shelby crime family is a fictional Birmingham-based gangster clan at the center of the British television series "Peaky Blinders," led by the ambitious and ruthless Thomas Shelby.
  • E. Boston Irish mob
    The Boston Irish mob is a network of Irish-American organized crime groups in Boston known for their violent turf wars, political corruption, and influence on popular culture depictions of gangland life.
  • 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_69aef0cd7adc8190b855eb28285fefc5 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef537e0588190b6838ef34d1031ab completed March 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69aef98dcbd08190a371019f616ad820 completed March 9, 2026, 4:47 p.m.
Created at: March 6, 2026, 9:44 p.m.