Romance chapter continuity: 32k context vs chunked retrieval

Keep romance chapter continuity across a 100,000-word novel with a 32k-token context window using a per-chapter handoff ledger and targeted retrieval. Independent technical note mirroring the canonical version: https://storywriter.pro/blog/romance-chapter-continuity-32k-context-vs-chunked-retrieval.php

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-26
DOI
https://doi.org/10.5281/zenodo.23684155
Primary Topic
Topic Modeling
Type
preprint
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preprint

Romance chapter continuity: 32k context vs chunked retrieval

Brooklyn Bishop
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
preprint

Romance chapter continuity: 32k context vs chunked retrieval

Brooklyn Bishop
preprint en

Abstract

Keep romance chapter continuity across a 100,000-word novel with a 32k-token context window using a per-chapter handoff ledger and targeted retrieval. Independent technical note mirroring the canonical version: https://storywriter.pro/blog/romance-chapter-continuity-32k-context-vs-chunked-retrieval.php

Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
DOIOpen Access PDFOpenAlex
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Romance chapter continuity: 32k context vs chunked retrieval — Brooklyn Bishop · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS