Schema-valid VLM extraction does not establish subject validity
When a vision-language model is fine-tuned to emit document fields, a parseable JSON response can still contain plausible values for a blank or wrong-subject image. Treat transport success and schema validity as extraction outcomes, not document acceptance. Preserve an independen…