Triple

T5145156
Position Surface form Disambiguated ID Type / Status
Subject Commission (American Mafia) E116052 entity
Predicate memberFamily P4276 FINISHED
Object Buffalo crime family
The Buffalo crime family is an Italian-American Mafia organization based in Buffalo, New York, historically involved in organized crime activities across Western New York and Southern Ontario.
E500095 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: Buffalo crime family | Statement: [Commission (American Mafia), memberFamily, Buffalo crime family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buffalo crime family
Context triple: [Commission (American Mafia), memberFamily, Buffalo crime family]
  • A. Bufalino crime family
    The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
  • B. 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.
  • C. 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.
  • D. Colombo crime family
    The Colombo crime family is one of New York City's notorious Five Families, a major Italian-American Mafia organization involved in organized crime activities such as racketeering, extortion, and murder.
  • E. Bonanno crime family
    The Bonanno crime family is one of New York City's historic Five Families, a powerful Italian-American Mafia organization long involved in organized crime activities such as racketeering, gambling, and drug trafficking.
  • 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: Buffalo crime family
Triple: [Commission (American Mafia), memberFamily, Buffalo crime family]
Generated description
The Buffalo crime family is an Italian-American Mafia organization based in Buffalo, New York, historically involved in organized crime activities across Western New York and Southern Ontario.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buffalo crime family
Target entity description: The Buffalo crime family is an Italian-American Mafia organization based in Buffalo, New York, historically involved in organized crime activities across Western New York and Southern Ontario.
  • A. Bufalino crime family
    The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
  • B. 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.
  • C. 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.
  • D. Colombo crime family
    The Colombo crime family is one of New York City's notorious Five Families, a major Italian-American Mafia organization involved in organized crime activities such as racketeering, extortion, and murder.
  • E. Bonanno crime family
    The Bonanno crime family is one of New York City's historic Five Families, a powerful Italian-American Mafia organization long involved in organized crime activities such as racketeering, gambling, and drug trafficking.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd846dfb908190827fbee5a5ae55e2 completed March 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed920e650819097d8b74fe8b8966a completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bedae9de2081909bd5e872fc0f904e completed March 21, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69bedba410448190bffab466812daa7e completed March 21, 2026, 5:55 p.m.
Created at: March 20, 2026, 1:43 p.m.