To set the lookup field to null or an empty value set the following in the action (Step 3 above):
This will allow the null setting of the Lookup field.
Note that any field requirements may still throw errors such as validation rules.
See also
Lightning Process Builder
Locate the Unique ID of a Record in Salesforce
Validation Rules
000387749

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