Oh dear I'm not so sure now that this is the same plant-many, many apologies
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The first one looks a bit like a runner bean!
looks like Japanese Knotweed.
Howardian Local Nature Reserve
the knotweed (top left) might be the giant one sachalinensis - the leaves look long and broad and the leaf base heart-shaped
The top left picture is Giant knotweed. I've seen it first hand at a number of sites in Northern Ireland. The indentation to the base of the leaf and the leaf shape are characteristic.
Lat/Lng: 52.3, -2.4
OS grid ref: SO7875