Triple

T21846640
Position Surface form Disambiguated ID Type / Status
Subject Melbourne underworld E539392 entity
Predicate hasNotableFigure P304 FINISHED
Object Alphonse Gangitano
Alphonse Gangitano was a notorious Australian criminal and key figure in Melbourne’s underworld during the 1980s and 1990s, often dubbed the “Black Prince of Lygon Street.”
E1505132 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: Alphonse Gangitano | Statement: [Melbourne underworld, hasNotableFigure, Alphonse Gangitano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alphonse Gangitano
Context triple: [Melbourne underworld, hasNotableFigure, Alphonse Gangitano]
  • A. Alfredo Maria Bonanno
    Alfredo Maria Bonanno is a prominent Italian insurrectionary anarchist theorist and activist known for his influential writings on direct action, informal organization, and anti-capitalist struggle.
  • B. Armando Gallo
    Armando Gallo is a lighting designer known for his work on major international events, including the Pyeongchang Olympic Stadium ceremonies.
  • C. Carlo Ventresca
    Carlo Ventresca is a central character in Dan Brown's novel "Angels & Demons," serving as the Vatican's Camerlengo whose actions drive much of the book's religious and political intrigue.
  • D. Louis Nigro
    Louis Nigro was the father of acclaimed American singer-songwriter Laura Nyro, known for his influence on her early life and musical development.
  • E. Salvatore Albert Lombino
    Salvatore Albert Lombino, better known by his pen name Evan Hunter, was an American author famed for his crime fiction and screenwriting, including the novel "The Blackboard Jungle" and numerous works as Ed McBain.
  • 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: Alphonse Gangitano
Triple: [Melbourne underworld, hasNotableFigure, Alphonse Gangitano]
Generated description
Alphonse Gangitano was a notorious Australian criminal and key figure in Melbourne’s underworld during the 1980s and 1990s, often dubbed the “Black Prince of Lygon Street.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alphonse Gangitano
Target entity description: Alphonse Gangitano was a notorious Australian criminal and key figure in Melbourne’s underworld during the 1980s and 1990s, often dubbed the “Black Prince of Lygon Street.”
  • A. Alfredo Maria Bonanno
    Alfredo Maria Bonanno is a prominent Italian insurrectionary anarchist theorist and activist known for his influential writings on direct action, informal organization, and anti-capitalist struggle.
  • B. Armando Gallo
    Armando Gallo is a lighting designer known for his work on major international events, including the Pyeongchang Olympic Stadium ceremonies.
  • C. Carlo Ventresca
    Carlo Ventresca is a central character in Dan Brown's novel "Angels & Demons," serving as the Vatican's Camerlengo whose actions drive much of the book's religious and political intrigue.
  • D. Louis Nigro
    Louis Nigro was the father of acclaimed American singer-songwriter Laura Nyro, known for his influence on her early life and musical development.
  • E. Salvatore Albert Lombino
    Salvatore Albert Lombino, better known by his pen name Evan Hunter, was an American author famed for his crime fiction and screenwriting, including the novel "The Blackboard Jungle" and numerous works as Ed McBain.
  • 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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0bd546fb48190a7b815233650c2e7 completed April 28, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a4bcd6d4c81909639fe81379dcf0a completed May 17, 2026, 11:14 p.m.
NEDg Description generation batch_6a0a4ceefdd88190aa3790bfd9df882b completed May 17, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4da50c988190a41a4fcb83ae02a6 completed May 17, 2026, 11:22 p.m.
Created at: April 16, 2026, 6:55 p.m.