Triple

T3859758
Position Surface form Disambiguated ID Type / Status
Subject Seven Psychopaths E90105 entity
Predicate character P662 FINISHED
Object Charlie Costello
Charlie Costello is a ruthless Los Angeles gangster and dog-loving crime boss who serves as the primary antagonist in the dark comedy film "Seven Psychopaths."
E392238 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: Charlie Costello | Statement: [Seven Psychopaths, character, Charlie Costello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlie Costello
Context triple: [Seven Psychopaths, character, Charlie Costello]
  • A. Frank Costello
    Frank Costello was a powerful Italian-American mob boss and political fixer who led the Luciano crime family and became known as the "Prime Minister of the Underworld" in mid-20th-century New York.
  • B. Tito Burns
    Tito Burns was a British accordionist-turned-music manager and agent who became a prominent figure in the UK entertainment industry from the 1950s onward.
  • C. Carmine Rocco
    Carmine Rocco was an Italian Roman Catholic prelate and Vatican diplomat who served as an apostolic nuncio in several countries during the 20th century.
  • D. Bill Leavy
    Bill Leavy was an American NFL official best known for serving as the referee in Super Bowl XL and for several controversial calls in that game.
  • E. 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.
  • 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: Charlie Costello
Triple: [Seven Psychopaths, character, Charlie Costello]
Generated description
Charlie Costello is a ruthless Los Angeles gangster and dog-loving crime boss who serves as the primary antagonist in the dark comedy film "Seven Psychopaths."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlie Costello
Target entity description: Charlie Costello is a ruthless Los Angeles gangster and dog-loving crime boss who serves as the primary antagonist in the dark comedy film "Seven Psychopaths."
  • A. Frank Costello
    Frank Costello was a powerful Italian-American mob boss and political fixer who led the Luciano crime family and became known as the "Prime Minister of the Underworld" in mid-20th-century New York.
  • B. Tito Burns
    Tito Burns was a British accordionist-turned-music manager and agent who became a prominent figure in the UK entertainment industry from the 1950s onward.
  • C. Carmine Rocco
    Carmine Rocco was an Italian Roman Catholic prelate and Vatican diplomat who served as an apostolic nuncio in several countries during the 20th century.
  • D. Bill Leavy
    Bill Leavy was an American NFL official best known for serving as the referee in Super Bowl XL and for several controversial calls in that game.
  • E. 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.
  • 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_69aed95b3c088190a8f85d19e6070599 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec1ff39c8190b83a88abd840a0e3 completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b50424b23c8190b888cfb79e26e758 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504ff7624819089f98794ec97ed8f completed March 14, 2026, 6:49 a.m.
NED2 Entity disambiguation (via description) batch_69b50594e4888190b2db45eee2a988a7 completed March 14, 2026, 6:52 a.m.
Created at: March 9, 2026, 3:19 p.m.