Prediction is not selection: a pre-registered study of design-time mechanism choice in author name disambiguation

Can a designer measure a property of their own data before building anything and learn which classification mechanism to build? On seven public author name disambiguation datasets the answer is mostly no, for two separate reasons.

Independent research; pre-registered study complete, not submitted to a venue