Ethernet.begin() conflicts with build-in LED on Arduino Nano
No, you can't.

The LED is on pin 13. Pin 13 is the clock pin for SPI. The ENC28J60 is an SPI device.

You either have control over pin 13, or you have SPI. You can't have both.