Triple

T19520500
Position Surface form Disambiguated ID Type / Status
Subject Jack Epps Jr. E488388 entity
Predicate coAuthorOfBook P2389 FINISHED
Object Screenwriting is Rewriting: The Art and Craft of Professional Revision
"Screenwriting is Rewriting: The Art and Craft of Professional Revision" is a practical guide for screenwriters that focuses on the techniques and processes of revising and polishing scripts to professional standards.
E1380238 NE FINISHED

How this triple was built (5 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: Screenwriting is Rewriting: The Art and Craft of Professional Revision | Statement: [Jack Epps Jr., coAuthorOfBook, Screenwriting is Rewriting: The Art and Craft of Professional Revision]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Screenwriting is Rewriting: The Art and Craft of Professional Revision
Context triple: [Jack Epps Jr., coAuthorOfBook, Screenwriting is Rewriting: The Art and Craft of Professional Revision]
  • A. Riding the Alligator: Strategies for a Career in Screenplay Writing (and Not Getting Eaten)
    Riding the Alligator: Strategies for a Career in Screenplay Writing (and Not Getting Eaten) is a practical guidebook for aspiring and working screenwriters that blends industry advice, creative strategies, and personal anecdotes to help navigate and sustain a career in film and television writing.
  • B. 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.
  • C. The Screenwriter’s Handbook
    The Screenwriter’s Handbook is a guidebook on the craft and practice of screenwriting authored by American novelist and screenwriter Daniel Fuchs.
  • D. Writing for the Screen (book)
    Writing for the Screen is an early 20th-century screenwriting manual by pioneering Hollywood scenarist Clara Beranger, offering practical guidance on crafting scripts for motion pictures.
  • E. Writing Movies for Fun and Profit
    Writing Movies for Fun and Profit is a humorous, insider’s guide to screenwriting and navigating Hollywood, co-written by successful comedy screenwriter and actor Thomas Lennon.
  • 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: Screenwriting is Rewriting: The Art and Craft of Professional Revision
Triple: [Jack Epps Jr., coAuthorOfBook, Screenwriting is Rewriting: The Art and Craft of Professional Revision]
Generated description
"Screenwriting is Rewriting: The Art and Craft of Professional Revision" is a practical guide for screenwriters that focuses on the techniques and processes of revising and polishing scripts to professional standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Screenwriting is Rewriting: The Art and Craft of Professional Revision
Target entity description: "Screenwriting is Rewriting: The Art and Craft of Professional Revision" is a practical guide for screenwriters that focuses on the techniques and processes of revising and polishing scripts to professional standards.
  • A. Riding the Alligator: Strategies for a Career in Screenplay Writing (and Not Getting Eaten)
    Riding the Alligator: Strategies for a Career in Screenplay Writing (and Not Getting Eaten) is a practical guidebook for aspiring and working screenwriters that blends industry advice, creative strategies, and personal anecdotes to help navigate and sustain a career in film and television writing.
  • B. 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.
  • C. The Screenwriter’s Handbook
    The Screenwriter’s Handbook is a guidebook on the craft and practice of screenwriting authored by American novelist and screenwriter Daniel Fuchs.
  • D. Writing for the Screen (book)
    Writing for the Screen is an early 20th-century screenwriting manual by pioneering Hollywood scenarist Clara Beranger, offering practical guidance on crafting scripts for motion pictures.
  • E. Writing Movies for Fun and Profit
    Writing Movies for Fun and Profit is a humorous, insider’s guide to screenwriting and navigating Hollywood, co-written by successful comedy screenwriter and actor Thomas Lennon.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coAuthorOfBook
Context triple: [Jack Epps Jr., coAuthorOfBook, Screenwriting is Rewriting: The Art and Craft of Professional Revision]
  • A. coAuthorAlsoWrote
    Indicates that a person who is a co-author of one work also wrote another work, linking shared authorship across multiple creations.
  • B. hasCoauthor chosen
    Indicates that two or more entities have jointly authored the same work or publication.
  • C. coAuthorshipType
    Indicates the specific nature or category of the collaborative authorship relationship between two or more contributors.
  • D. co-editedWith
    Indicates that two or more entities jointly served as editors of the same work or publication.
  • E. workOfAuthorOf
    Indicates that one entity is a work (such as a book, article, or artwork) created by the author associated with another entity.
  • F. None of above.

Provenance (6 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359feb808190ba94563831adc720 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07472af0b881909e5bada0955b52bb completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a0747f6b1d48190a3e70576ddb4feb2 completed May 15, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_6a07492259488190a8c405598f9c8878 completed May 15, 2026, 4:26 p.m.
PD Predicate disambiguation batch_69e514c9c00481909b76bda67957e58b completed April 19, 2026, 5:45 p.m.
Created at: April 10, 2026, 1:40 p.m.