Triple
T22433964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flirting with Disaster |
E554568
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Dean Silvers
Dean Silvers is an American film producer and entertainment lawyer known for his work on acclaimed independent films.
|
E1536932
|
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: Dean Silvers | Statement: [Flirting with Disaster, producer, Dean Silvers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dean Silvers Context triple: [Flirting with Disaster, producer, Dean Silvers]
-
A.
Dean Stanton
Dean Stanton is a compassionate and soft-spoken prison guard in Stephen King’s novel *The Green Mile*, known for his humane treatment of death row inmates at Cold Mountain Penitentiary.
-
B.
Martin Milmore
Martin Milmore was a 19th-century Irish-born American sculptor best known for his prominent public monuments and memorials in Boston.
-
C.
Joe Silver
Joe Silver was a Canadian character actor known for his work in film, television, and stage, often appearing in genre and cult productions.
-
D.
Dean Lorey
Dean Lorey is an American screenwriter, producer, and novelist known for his work on television comedies and animated series, including co-creating the adult animated show "Harley Quinn."
-
E.
John Bridger
John Bridger is a veteran safecracker and mentor figure in the 2003 heist film "The Italian Job," known for planning intricate robberies and leading a close-knit crew.
- 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: Dean Silvers Triple: [Flirting with Disaster, producer, Dean Silvers]
Generated description
Dean Silvers is an American film producer and entertainment lawyer known for his work on acclaimed independent films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dean Silvers Target entity description: Dean Silvers is an American film producer and entertainment lawyer known for his work on acclaimed independent films.
-
A.
Dean Stanton
Dean Stanton is a compassionate and soft-spoken prison guard in Stephen King’s novel *The Green Mile*, known for his humane treatment of death row inmates at Cold Mountain Penitentiary.
-
B.
Martin Milmore
Martin Milmore was a 19th-century Irish-born American sculptor best known for his prominent public monuments and memorials in Boston.
-
C.
Joe Silver
Joe Silver was a Canadian character actor known for his work in film, television, and stage, often appearing in genre and cult productions.
-
D.
Dean Lorey
Dean Lorey is an American screenwriter, producer, and novelist known for his work on television comedies and animated series, including co-creating the adult animated show "Harley Quinn."
-
E.
John Bridger
John Bridger is a veteran safecracker and mentor figure in the 2003 heist film "The Italian Job," known for planning intricate robberies and leading a close-knit crew.
- 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_69e11e5010e48190ae1e9c9db9697637 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15adce9688190992ad0ca15883931 |
completed | April 29, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c6ba6c48190961dd15f495f98c0 |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0d3a0040819088ecd28b64478e3f |
completed | May 18, 2026, 12:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0dd04094819095653ada8483ba77 |
completed | May 18, 2026, 1:02 p.m. |
Created at: April 16, 2026, 8:47 p.m.