This document summarizes Scalable Identifiers for Natural History Collections. It discusses how the California Digital Library (CDL) supports the University of California system through various services including the UC Curation Center (UC3). The document then discusses how EZID, a service provided by CDL, offers precise, persistent identifiers like DOIs for datasets to give credit to data producers and link data to publications. Finally, it provides an overview of identifier generation, registration, resolution and some technical dimensions and emerging features of EZID.