When encountering an issue like that, I generally use an artist spatula I got some time ago. Very thin bladed spring steel that you can slip under the gasket and loosen it a bit. Generally when one section of the gasket becomes free, the rest lifts pretty easily.
Available pretty inexpensively at an art supply store or on eBay, and a useful tool to have around in general.
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