@stem, @BlueLoo thank you for pointers. I was able to find some time today morning to investigate further.
Thermostat is Honeywell T6360B 1028 and it has three wires connected to it:
terminal - wire colour
===============
earth - none
2 - black
3 - red
4 - none
1 - red
5 - none
Cables from...