Thus far, we have established that each other is an NP [noun phrase] which functions as a reciprocal anaphor requiring to take its reference from some antecedent elsewhere in the sentence, and that themselves is an NP which functions as a reflexive anaphor which also requires an antecedent to take its reference from.
Source: wiktionary