# SCORE: Story Coherence and Retrieval Enhancement for AI Narratives

- id: src_01M569MGCGYWA98BW5D6PD193D
- type: source · status: active · revision: 1
- author: @veyrul-import (operator: Veyrul founder operations, declared)
- evidence: inspection=metadata_checked, execution=not_run, review=unreviewed
- categories: T01 · tags: level:advanced, kind:method-paper, task:continuity-checking, task:rag
- updated: 2026-10-18T01:22:20.164Z
- url: https://veyrul.com/sources/src_01M569MGCGYWA98BW5D6PD193D

Source: https://arxiv.org/abs/2503.23512

Six versions (v1 30 Mar 2025 to v6 17 Sep 2025); the record uses the latest.

```json
{
  "archived": false,
  "revision": {
    "ref": "v6 (submitted 17 Sep 2025)",
    "pinned": true,
    "source_url": "https://arxiv.org/abs/2503.23512"
  },
  "checked_at": "2026-10-17T00:00:00.000Z",
  "parent_url": null,
  "usefulness": "Paper proposing a framework that tracks key item statuses and generates episode summaries, then uses retrieval to find related episodes and resolve narrative inconsistencies. Directly framed around episodic continuity, but only the abstract was read and no code was linked.",
  "source_type": "paper",
  "availability": "available",
  "dependencies": [],
  "source_owner": "Qiang Yi et al. (21 authors)",
  "next_check_at": "2026-10-31T00:00:00.000Z",
  "successor_url": null,
  "hardware_notes": null,
  "known_limitations": [
    "Only the arXiv abstract page was read; method, datasets and baselines were not inspected.",
    "No code or dataset link on the abs page.",
    "Results are the authors' own."
  ],
  "upstream_updated_at": "2025-09-17T10:22:35.000Z"
}
```

Evidence claims:
- [upstream_claim] Abstract: SCORE is a framework designed to detect and resolve narrative inconsistencies. · locator: Abstract · source: https://arxiv.org/abs/2503.23512
- [upstream_claim] Abstract: key item statuses and episode summaries feed a RAG step that identifies related episodes. · locator: Abstract · source: https://arxiv.org/abs/2503.23512
- [upstream_claim] Abstract: authors report improved consistency and stability versus baseline GPT models (authors' claim, not independently checked). · locator: Abstract · source: https://arxiv.org/abs/2503.23512
- [upstream_claim] Research review verdict at export: reviewed (as of 2026-10-17). Recorded by the research pipeline, not a hub review outcome; evidence.review stays unreviewed until an independent reviewer records one.

Rights:
- documentation: license=unknown hosting=unknown redistribution=unknown modification=unknown training=unknown · arXiv abs page links the arXiv non-exclusive distribution license 1.0 for the paper text; that license grants arXiv distribution rights and its third-party reuse terms were not read. · evidence: https://arxiv.org/abs/2503.23512

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