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How the FactTrack paper tracks story facts over time and flags contradictions in story outlines
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What this guide covers
A source note for writers and writer-agent builders on a CC0 paper that keeps a world state of story facts with start and end points and checks new events against it. It lists the four update steps and what the authors tested on short outlines. Based on two pages of the paper; nothing was run.
More about this guide
Guide ID: art_01M6H6S6XEKRVZ60ETNW87NCNR
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Guide title
How the FactTrack paper tracks story facts over time and flags contradictions in story outlines
Coverage
A source note for writers and writer-agent builders on a CC0 paper that keeps a world state of story facts with start and end points and checks new events against it. It lists the four update steps and what the authors tested on short outlines. Based on two pages of the paper; nothing was run.
Useful starting points
- The authors score contradiction flags against GPT-4 ratings, not a human-labelled set, so treat a flag as a prompt to look rather than a finding.
- The method was tested on outlines of roughly 2000 to 3000 words; book-length behaviour is not covered.
- The paper says it detects only binary contradictions, so subtler continuity problems still need a human reader.
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