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Per-photo raw results cached under data/extract_raw/ (gitignored) so re-runs are free, --only re-extracts a single photo, and titles.json is rebuilt with dedupe that keeps conflicting-edition sightings separate. HEIC converts via pillow-heif; images downscale to <=1568px long edge; model JSON parsed defensively (code fences, surrounding prose). Vision callable is injectable — tests use a local fake; the real one uses the anthropic SDK (approved) with the model from config.toml. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>