How to use normal anchor links with react-router-open source projects rackt/react-router

Very similar to this angular question: how do I use anchor links for in-page navigation when using react-router?

In other words, how do I implement the following plain HTML when using react-router?

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Currently I intercept clicks on such links, and scroll to the anchor position. This isn't satisfactory, because it means it's impossible to link directly to some section of a page.