Triple
T9839351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Casino |
E239181
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Sam "Ace" Rothstein
Sam "Ace" Rothstein is the meticulous, gambling-savvy casino operator portrayed by Robert De Niro in Martin Scorsese's film "Casino," known for his rise and fall within the Las Vegas mob-run casino world.
|
E824120
|
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: Sam "Ace" Rothstein | Statement: [Casino, character, Sam "Ace" Rothstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam "Ace" Rothstein Context triple: [Casino, character, Sam "Ace" Rothstein]
-
A.
Peter Masterson
Peter Masterson was an American actor, director, producer, and writer best known for co-writing and co-directing the film adaptation of the musical "The Best Little Whorehouse in Texas."
-
B.
Robert Hobbs
Robert Hobbs is an actor known for his role in the film "Longford" and various other screen and stage performances.
-
C.
Mace Siegel
Mace Siegel was an American real estate developer and businessman best known as a co-founder and longtime leader of The Macerich Company, one of the largest shopping center owners in the United States.
-
D.
Jack Heuer
Jack Heuer is a Swiss watchmaker and former head of TAG Heuer, best known for modernizing the brand and creating iconic chronograph designs.
-
E.
Paul Sciarra
Paul Sciarra is an American entrepreneur best known as a co-founder of the visual discovery and bookmarking platform Pinterest.
- 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: Sam "Ace" Rothstein Triple: [Casino, character, Sam "Ace" Rothstein]
Generated description
Sam "Ace" Rothstein is the meticulous, gambling-savvy casino operator portrayed by Robert De Niro in Martin Scorsese's film "Casino," known for his rise and fall within the Las Vegas mob-run casino world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam "Ace" Rothstein Target entity description: Sam "Ace" Rothstein is the meticulous, gambling-savvy casino operator portrayed by Robert De Niro in Martin Scorsese's film "Casino," known for his rise and fall within the Las Vegas mob-run casino world.
-
A.
Peter Masterson
Peter Masterson was an American actor, director, producer, and writer best known for co-writing and co-directing the film adaptation of the musical "The Best Little Whorehouse in Texas."
-
B.
Robert Hobbs
Robert Hobbs is an actor known for his role in the film "Longford" and various other screen and stage performances.
-
C.
Mace Siegel
Mace Siegel was an American real estate developer and businessman best known as a co-founder and longtime leader of The Macerich Company, one of the largest shopping center owners in the United States.
-
D.
Jack Heuer
Jack Heuer is a Swiss watchmaker and former head of TAG Heuer, best known for modernizing the brand and creating iconic chronograph designs.
-
E.
Paul Sciarra
Paul Sciarra is an American entrepreneur best known as a co-founder of the visual discovery and bookmarking platform Pinterest.
- 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.