my %hash;  # somewhere before you start to loop over the data
...
# within the loop over your data
my $signature = join '|', $id2, $sequence;
my $structure = {
  id1 => $id1,
  id2 => $id2,
  sequence => $sequence,
  label => $label,
};
$hash{$signature} = $structure;  # save it