Triple

T12497943
Position Surface form Disambiguated ID Type / Status
Subject Pat O’Brien E298740 entity
Predicate memberOf P10 FINISHED
Object Hollywood’s Irish Mafia
Hollywood’s Irish Mafia was an informal group of Irish-American actors and entertainers in classic Hollywood known for their close friendship, hard-partying lifestyle, and frequent collaborations on film.
E987219 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: Hollywood’s Irish Mafia | Statement: [Pat O’Brien, memberOf, Hollywood’s Irish Mafia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hollywood’s Irish Mafia
Context triple: [Pat O’Brien, memberOf, Hollywood’s Irish Mafia]
  • A. Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob
    Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob is a nonfiction book that chronicles the corrupt relationship between Boston mobster Whitey Bulger and his Winter Hill Gang and their handlers within the FBI.
  • B. 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.
  • C. American Cosa Nostra
    American Cosa Nostra is the nationwide organized crime network of Italian-American Mafia families in the United States, involved in activities such as racketeering, extortion, and illegal gambling.
  • D. La Cosa Nostra
    La Cosa Nostra is a notorious Italian-American organized crime syndicate known for its hierarchical structure, code of silence, and involvement in activities such as extortion, racketeering, and illegal gambling.
  • E. Mafia Princess: Growing Up in Sam Giancana’s Family
    Mafia Princess: Growing Up in Sam Giancana’s Family is a true-crime memoir that chronicles the turbulent, insider life of the daughter of notorious Chicago mob boss Sam Giancana.
  • 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: Hollywood’s Irish Mafia
Triple: [Pat O’Brien, memberOf, Hollywood’s Irish Mafia]
Generated description
Hollywood’s Irish Mafia was an informal group of Irish-American actors and entertainers in classic Hollywood known for their close friendship, hard-partying lifestyle, and frequent collaborations on film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hollywood’s Irish Mafia
Target entity description: Hollywood’s Irish Mafia was an informal group of Irish-American actors and entertainers in classic Hollywood known for their close friendship, hard-partying lifestyle, and frequent collaborations on film.
  • A. Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob
    Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob is a nonfiction book that chronicles the corrupt relationship between Boston mobster Whitey Bulger and his Winter Hill Gang and their handlers within the FBI.
  • B. 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.
  • C. American Cosa Nostra
    American Cosa Nostra is the nationwide organized crime network of Italian-American Mafia families in the United States, involved in activities such as racketeering, extortion, and illegal gambling.
  • D. La Cosa Nostra
    La Cosa Nostra is a notorious Italian-American organized crime syndicate known for its hierarchical structure, code of silence, and involvement in activities such as extortion, racketeering, and illegal gambling.
  • E. Mafia Princess: Growing Up in Sam Giancana’s Family
    Mafia Princess: Growing Up in Sam Giancana’s Family is a true-crime memoir that chronicles the turbulent, insider life of the daughter of notorious Chicago mob boss Sam Giancana.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfa98348190b9ac164ecdada6fe completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64baf73188190af29b57f8ae9253f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce0ca288190bbbcb5459f914c19 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64df6488481909dea8387e7000d15 completed May 2, 2026, 7:18 p.m.
Created at: April 8, 2026, 9:57 p.m.