The network address is not guessed from the dotted text. It is the exact bitwise AND of the host address and its prefix mask.
highlighted = computed this step
Why AND finds the network
The mask is useful because every address bit can be combined with the matching mask bit. A one keeps the address bit; a zero clears it.
mask prefix=/26
Network is address AND mask
192.168.1.130 AND /26 keeps the prefix bits and zeros the host bits. The recomputed network is 192.168.1.128.
0xc0a80182&0xffffffc0=0xc0a80180
The table is checked
The author supplies the network row, but the engine recomputes every bit from the address and mask. If the displayed row disagrees, the diagram is rejected.
network=0xc0a80180
Summary
Network arithmetic is bitwise AND: mask ones preserve network bits, mask zeros clear host bits. Address arithmetic only; timing/throughput is not modeled here.