Entity resolution runs on joins, comparisons, and blocking keys that assume “same-looking text” means “same bytes.” That assumption is wrong once you move outside ASCII. To solve this encoding chaos, data architectures must standardize text at the lowest possible layer: the Unicode byte structure. A normalization strategy that's too weak misses matches; one that's too aggressive destroys signal and creates false positives.