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.