Ecruteak has more on the two legendary birds and the three beasts that lived within the towers unfortunately. Most places in Johto have very little information for those two, and like you, I only have what the books tell me.
[Hope though? He knows just a bit of what it's like to mess with time and space.]
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[Hope though? He knows just a bit of what it's like to mess with time and space.]