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.