I wouldn't use an article. You might guess no article from the fact that "Chapel" (capitalised) is part of the name and not just a descriptive common noun. However, the use of articles with proper names can be unpredictable and subject to local conventions, so it is always best to check with a reliable source when you are not sure.
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