Triple

T20877766
Position Surface form Disambiguated ID Type / Status
Subject Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob E514064 entity
Predicate notableCharacter P1481 FINISHED
Object Stephen Flemmi
Stephen Flemmi is a notorious Boston mobster and longtime associate of Whitey Bulger who became central to revelations about corrupt ties between the FBI and organized crime.
E1454697 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: Stephen Flemmi | Statement: [Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob, notableCharacter, Stephen Flemmi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Flemmi
Context triple: [Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob, notableCharacter, Stephen Flemmi]
  • A. Joseph Massino
    Joseph Massino is a former New York mob boss who led the Bonanno crime family and became notorious as the first sitting boss of a major American Mafia family to turn government informant.
  • B. John Ficarra
    John Ficarra is an American humor writer and longtime editor-in-chief of Mad magazine, known for shaping its satirical voice for decades.
  • C. Joseph D. Pistone
    Joseph D. Pistone is a former FBI agent best known for his undercover work infiltrating the Mafia under the alias "Donnie Brasco," which later inspired the book and film of the same name.
  • D. Edward Padula
    Edward Padula was an American theatre producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
  • E. Joe Klecko
    Joe Klecko is a former American football defensive lineman best known as a dominant member of the New York Jets' famed "New York Sack Exchange" and a Pro Football Hall of Famer.
  • 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: Stephen Flemmi
Triple: [Black Mass: The True Story of an Unholy Alliance Between the FBI and the Irish Mob, notableCharacter, Stephen Flemmi]
Generated description
Stephen Flemmi is a notorious Boston mobster and longtime associate of Whitey Bulger who became central to revelations about corrupt ties between the FBI and organized crime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Flemmi
Target entity description: Stephen Flemmi is a notorious Boston mobster and longtime associate of Whitey Bulger who became central to revelations about corrupt ties between the FBI and organized crime.
  • A. Joseph Massino
    Joseph Massino is a former New York mob boss who led the Bonanno crime family and became notorious as the first sitting boss of a major American Mafia family to turn government informant.
  • B. John Ficarra
    John Ficarra is an American humor writer and longtime editor-in-chief of Mad magazine, known for shaping its satirical voice for decades.
  • C. Joseph D. Pistone
    Joseph D. Pistone is a former FBI agent best known for his undercover work infiltrating the Mafia under the alias "Donnie Brasco," which later inspired the book and film of the same name.
  • D. Edward Padula
    Edward Padula was an American theatre producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
  • E. Joe Klecko
    Joe Klecko is a former American football defensive lineman best known as a dominant member of the New York Jets' famed "New York Sack Exchange" and a Pro Football Hall of Famer.
  • 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_69e0b4f733f081908a401c0b7beb0b9f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c6775f108190a79cd5e8c31cecf6 completed April 21, 2026, 12:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0913a06c208190963a53d5ac5399c5 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09140b17988190ab1e636b65b0e293 completed May 17, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_6a09146d53248190a68602a0804afde7 completed May 17, 2026, 1:05 a.m.
Created at: April 16, 2026, 12:45 p.m.