Triple
T8385056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boston Irish mob |
E197794
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
John Martorano
John Martorano is a former Boston mob hitman known for confessing to dozens of murders while working with the Winter Hill Gang and later testifying against his former associates.
|
E730007
|
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: John Martorano | Statement: [Boston Irish mob, hasNotableMember, John Martorano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Martorano Context triple: [Boston Irish mob, hasNotableMember, John Martorano]
-
A.
Joe Bonanno
Joe Bonanno was a powerful Italian-American Mafia boss who led the Bonanno crime family in New York and became one of the most influential figures in organized crime during the mid-20th century.
-
B.
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.
-
C.
Joseph Bonanno
Joseph Bonanno was a powerful Italian-American mob boss who led the Bonanno crime family and was one of the original leaders of New York’s organized crime Commission.
-
D.
Russell Bufalino
Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
-
E.
Vito Ierullo
Vito Ierullo is an entrepreneur best known as the founder of the global entertainment company Entertainment One (eOne).
- 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: John Martorano Triple: [Boston Irish mob, hasNotableMember, John Martorano]
Generated description
John Martorano is a former Boston mob hitman known for confessing to dozens of murders while working with the Winter Hill Gang and later testifying against his former associates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Martorano Target entity description: John Martorano is a former Boston mob hitman known for confessing to dozens of murders while working with the Winter Hill Gang and later testifying against his former associates.
-
A.
Joe Bonanno
Joe Bonanno was a powerful Italian-American Mafia boss who led the Bonanno crime family in New York and became one of the most influential figures in organized crime during the mid-20th century.
-
B.
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.
-
C.
Joseph Bonanno
Joseph Bonanno was a powerful Italian-American mob boss who led the Bonanno crime family and was one of the original leaders of New York’s organized crime Commission.
-
D.
Russell Bufalino
Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
-
E.
Vito Ierullo
Vito Ierullo is an entrepreneur best known as the founder of the global entertainment company Entertainment One (eOne).
- 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80e03eb08190a458c9caa0524e0f |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde8312be48190bd5896adc8bb4e95 |
completed | April 2, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69cdebfafe84819097f387318897dae1 |
completed | April 2, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cded2a9c2c8190bdbeddad562ef9e8 |
completed | April 2, 2026, 4:14 a.m. |
Created at: March 30, 2026, 6:02 p.m.