In function ll get_num(.., ..) u have following code

while(pos<(int)arrive[node].size() && arrive[node][pos]==time)
{
    pos++;time++;
}

In some cases get_sum() would work in linear time cause of this while.

So just replace it with binsearch or smth, i got AC this way with 0.7s