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.