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I’m not sure about wrongly accused, back then it was a lot harder to hide your tracks. A bit of reading on the history below - apparently 100 lost their heads and it was actually dismantled by Cromwell - and recreated in the 1970’s

https://en.m.wikipedia.org/wiki/Halifax_Gibbet