Triple
T12870339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Happens Next: A History of American Screenwriting |
E307831
|
entity |
| Predicate | authorOccupation |
P938
|
FINISHED |
| Object |
Marc Norman is a screenwriter
Marc Norman is an American screenwriter and author best known for co-writing the Oscar-winning film "Shakespeare in Love" and for his work chronicling the history of screenwriting.
|
E1006360
|
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: Marc Norman is a screenwriter | Statement: [What Happens Next: A History of American Screenwriting, authorOccupation, Marc Norman is a screenwriter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marc Norman is a screenwriter Context triple: [What Happens Next: A History of American Screenwriting, authorOccupation, Marc Norman is a screenwriter]
-
A.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
B.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
C.
Graham Moore
Graham Moore is an American screenwriter and author best known for his Academy Award–winning adapted screenplay for the film "The Imitation Game."
-
D.
Tony Gilroy
Tony Gilroy is an American filmmaker and screenwriter best known for writing the Bourne film series and directing the acclaimed thriller "Michael Clayton."
-
E.
Patrick Marber
Patrick Marber is an English playwright, screenwriter, director, and comedian best known for works such as the play and film "Closer."
- 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: Marc Norman is a screenwriter Triple: [What Happens Next: A History of American Screenwriting, authorOccupation, Marc Norman is a screenwriter]
Generated description
Marc Norman is an American screenwriter and author best known for co-writing the Oscar-winning film "Shakespeare in Love" and for his work chronicling the history of screenwriting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marc Norman is a screenwriter Target entity description: Marc Norman is an American screenwriter and author best known for co-writing the Oscar-winning film "Shakespeare in Love" and for his work chronicling the history of screenwriting.
-
A.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
B.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
C.
Graham Moore
Graham Moore is an American screenwriter and author best known for his Academy Award–winning adapted screenplay for the film "The Imitation Game."
-
D.
Tony Gilroy
Tony Gilroy is an American filmmaker and screenwriter best known for writing the Bourne film series and directing the acclaimed thriller "Michael Clayton."
-
E.
Patrick Marber
Patrick Marber is an English playwright, screenwriter, director, and comedian best known for works such as the play and film "Closer."
- 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970905784819091631161a9de98c5 |
completed | April 10, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69bb4b28c8190a4ec9cad4e1e0f05 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69cc60c488190a5a71e25c075e9ff |
completed | May 3, 2026, 12:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d845a9081909b40562825c1c500 |
completed | May 3, 2026, 12:57 a.m. |
Created at: April 9, 2026, 5:38 p.m.