Triple

T9839353
Position Surface form Disambiguated ID Type / Status
Subject Casino E239181 entity
Predicate character P662 FINISHED
Object Nicky Santoro
Nicky Santoro is a violent, hot-headed mob enforcer and childhood friend of Sam "Ace" Rothstein in the film "Casino," loosely based on real-life gangster Anthony Spilotro.
E824121 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: Nicky Santoro | Statement: [Casino, character, Nicky Santoro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicky Santoro
Context triple: [Casino, character, Nicky Santoro]
  • A. Nicky Arnstein
    Nicky Arnstein was a real-life early 20th-century gambler and con artist best known as the charismatic but troubled husband of entertainer Fanny Brice, whose relationship was dramatized in the musical and film "Funny Girl."
  • B. Frankie Crosetti
    Frankie Crosetti was an American Major League Baseball shortstop and longtime coach best known for his decades-long tenure with the New York Yankees.
  • C. Danny Tenaglia
    Danny Tenaglia is an American DJ and producer renowned for his influential role in house music and the New York club scene.
  • D. Nick D’Virgilio
    Nick D’Virgilio is an American drummer, vocalist, and multi-instrumentalist best known for his work with the progressive rock band Spock’s Beard and later with Big Big Train.
  • E. Nick Suriano
    Nick Suriano is an American freestyle and folkstyle wrestler who became Rutgers University's first NCAA wrestling champion and later won a national title for the University of Michigan.
  • 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: Nicky Santoro
Triple: [Casino, character, Nicky Santoro]
Generated description
Nicky Santoro is a violent, hot-headed mob enforcer and childhood friend of Sam "Ace" Rothstein in the film "Casino," loosely based on real-life gangster Anthony Spilotro.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicky Santoro
Target entity description: Nicky Santoro is a violent, hot-headed mob enforcer and childhood friend of Sam "Ace" Rothstein in the film "Casino," loosely based on real-life gangster Anthony Spilotro.
  • A. Nicky Arnstein
    Nicky Arnstein was a real-life early 20th-century gambler and con artist best known as the charismatic but troubled husband of entertainer Fanny Brice, whose relationship was dramatized in the musical and film "Funny Girl."
  • B. Frankie Crosetti
    Frankie Crosetti was an American Major League Baseball shortstop and longtime coach best known for his decades-long tenure with the New York Yankees.
  • C. Danny Tenaglia
    Danny Tenaglia is an American DJ and producer renowned for his influential role in house music and the New York club scene.
  • D. Nick D’Virgilio
    Nick D’Virgilio is an American drummer, vocalist, and multi-instrumentalist best known for his work with the progressive rock band Spock’s Beard and later with Big Big Train.
  • E. Nick Suriano
    Nick Suriano is an American freestyle and folkstyle wrestler who became Rutgers University's first NCAA wrestling champion and later won a national title for the University of Michigan.
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb34b045481908f89abd576aab497 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5d145ac8190ad10a4328216ef54 completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6bb23cc81909efbeccf147018e8 completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d726e58c819090135d1ff275d2d8 completed April 5, 2026, 3:29 a.m.
Created at: March 30, 2026, 8:33 p.m.