You do not need (and don't really use) autoindex here. Just switch it off. 
What you need is to

CREATE CONSTRAINT ON (p:Page) ASSERT p.node IS UNIQUE;

then Cypher will do fast lookups for your two :Page nodes by their *node* 
attribute 
and your query will start path discovery operation somewhat earlier.

How much place on disk does your database consume?

WBR,
Andrii

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