Ground-truth cleanup needs separate evidence layers and adversarially complete review
Ground-truth cleanup for OCR/VLM evaluation should preserve four distinct layers: literal image transcription, canonical normalization, semantic field assignment, and quarantine. A deterministic builder should bind every decision to immutable image/model receipts, require the adj…