Triple

T15548963
Position Surface form Disambiguated ID Type / Status
Subject Daniel Fuchs E370687 entity
Predicate notableWork P4 FINISHED
Object 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.
E1163186 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: The Screenwriter’s Handbook | Statement: [Daniel Fuchs, notableWork, The Screenwriter’s Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Screenwriter’s Handbook
Context triple: [Daniel Fuchs, notableWork, The Screenwriter’s Handbook]
  • A. 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.
  • 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 HartChart (screenwriting methodology)
    The HartChart is a screenwriting methodology created by James V. Hart that maps a story’s emotional and structural beats to help writers develop compelling character-driven narratives.
  • D. 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.
  • E. Save the Cat beat sheet
    The Save the Cat beat sheet is a popular screenwriting and storytelling framework that breaks a story into a series of specific, audience-pleasing plot beats to guide structure and pacing.
  • 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: The Screenwriter’s Handbook
Triple: [Daniel Fuchs, notableWork, The Screenwriter’s Handbook]
Generated description
The Screenwriter’s Handbook is a guidebook on the craft and practice of screenwriting authored by American novelist and screenwriter Daniel Fuchs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Screenwriter’s Handbook
Target entity description: The Screenwriter’s Handbook is a guidebook on the craft and practice of screenwriting authored by American novelist and screenwriter Daniel Fuchs.
  • A. 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.
  • 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 HartChart (screenwriting methodology)
    The HartChart is a screenwriting methodology created by James V. Hart that maps a story’s emotional and structural beats to help writers develop compelling character-driven narratives.
  • D. 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.
  • E. Save the Cat beat sheet
    The Save the Cat beat sheet is a popular screenwriting and storytelling framework that breaks a story into a series of specific, audience-pleasing plot beats to guide structure and pacing.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a93121881909d88ca55a39252ac completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455dfbcc8190a93e90c59b2d3045 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff467e5d6c8190ba3bf6557e683233 completed May 9, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff470912bc8190a42ee312aca55872 completed May 9, 2026, 2:39 p.m.
Created at: April 10, 2026, 4:08 a.m.