VMware vSphere ESXi
VMware vCenter
The virtual machine's IP is resolving to a different MAC address on the physical switch, indicating an IP conflict because another system on the network is using the same IP.
Fix the IP conflict by configuring a unique IP address on the virtual machine and ensuring no other devices/virtual machines in the environment are using the same IP.
If the IP is resolving to a different Virtual Machine hosted in vCenter, you can find that VM using it's MAC address in the vCenter global search section.
The example commands below for viewing the ARP/MAC table may vary depending on the physical switch type; please engage the physical switch vendor to check the ARP/MAC table on the physical switch.
#show ip arp: Displays the entire ARP table.
#show ip arp [ip-address]: Shows ARP information for a specific IP address.
#show ip arp [interface]: Displays ARP entries learned on a specific interface (e.g., FastEthernet0/1).
#show ip arp vrf [vrf-name]: Displays ARP entries for a specific Virtual Routing/VLAN tunnel.
Note: This is one potential reason why the virtual machine's gateway is unreachable; however, if this is not your situation, please review the following KB article for further troubleshooting:
Troubleshooting virtual machine default gateway connection issues