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.