Triple
T2899299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marc Norman |
E62616
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
What Happens Next: A History of American Screenwriting
"What Happens Next: A History of American Screenwriting" is a nonfiction book by screenwriter Marc Norman that traces the evolution, craft, and cultural impact of screenwriting in the American film industry.
|
E307831
|
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: What Happens Next: A History of American Screenwriting | Statement: [Marc Norman, notableWork, What Happens Next: A History of American Screenwriting]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: What Happens Next: A History of American Screenwriting Context triple: [Marc Norman, notableWork, What Happens Next: A History of American Screenwriting]
-
A.
The Heart of Screenland
The Heart of Screenland is the official motto of Culver City, California, reflecting its historic role as a major center of film and television production.
-
B.
On Writing: A Memoir of the Craft
On Writing: A Memoir of the Craft is Stephen King’s part-memoir, part-writing guide that blends personal anecdotes with practical advice on the art and discipline of writing.
-
C.
The Film Sense
The Film Sense is a seminal theoretical work by Soviet filmmaker Sergei Eisenstein that explores the principles of film montage and cinematic expression.
-
D.
New Hollywood
New Hollywood was a transformative era in American cinema, roughly from the late 1960s to early 1980s, when a new generation of directors introduced more experimental, auteur-driven, and socially conscious films that broke from traditional studio formulas.
-
E.
Making Movies
Making Movies is a widely respected memoir and craft-focused book in which acclaimed film director Sidney Lumet explains his practical approach to filmmaking.
- 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: What Happens Next: A History of American Screenwriting Triple: [Marc Norman, notableWork, What Happens Next: A History of American Screenwriting]
Generated description
"What Happens Next: A History of American Screenwriting" is a nonfiction book by screenwriter Marc Norman that traces the evolution, craft, and cultural impact of screenwriting in the American film industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: What Happens Next: A History of American Screenwriting Target entity description: "What Happens Next: A History of American Screenwriting" is a nonfiction book by screenwriter Marc Norman that traces the evolution, craft, and cultural impact of screenwriting in the American film industry.
-
A.
The Heart of Screenland
The Heart of Screenland is the official motto of Culver City, California, reflecting its historic role as a major center of film and television production.
-
B.
On Writing: A Memoir of the Craft
On Writing: A Memoir of the Craft is Stephen King’s part-memoir, part-writing guide that blends personal anecdotes with practical advice on the art and discipline of writing.
-
C.
The Film Sense
The Film Sense is a seminal theoretical work by Soviet filmmaker Sergei Eisenstein that explores the principles of film montage and cinematic expression.
-
D.
New Hollywood
New Hollywood was a transformative era in American cinema, roughly from the late 1960s to early 1980s, when a new generation of directors introduced more experimental, auteur-driven, and socially conscious films that broke from traditional studio formulas.
-
E.
Making Movies
Making Movies is a widely respected memoir and craft-focused book in which acclaimed film director Sidney Lumet explains his practical approach to filmmaking.
- 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_69ab4c3e070c8190b78d3d2c005876dd |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abe0ad7bbc8190822738baa6935b74 |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0318c544881909f6aabfb2d25e724 |
completed | March 10, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69b038fdc7e881909dd0b6fd4f692e4a |
completed | March 10, 2026, 3:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b03bca591c81908b3734cc8f2e712b |
completed | March 10, 2026, 3:42 p.m. |
Created at: March 6, 2026, 10:10 p.m.