[Rails] staging deploy connected to production database

I'm not sure why but I have both a staging and production deploy using
the 'capistrano/ext/multistage' gem. I set staging to the default:

set :stages, ["staging", "production"]
set :default_stage, "staging"

It deploys correctly to the right path:
#deploy/staging.rb
set :deploy_to, "/home/myuser/public_html/mysite/"

But it connects to the production database not staging database in my
database.yml file:

staging:
adapter: mysql2
encoding: utf8
database: staging_database
pool: 5
username: username
password: password
socket: /var/run/mysqld/mysqld.sock
host: host

production:
adapter: mysql2
encoding: utf8
database: production_database
pool: 5
username: username
password: password
socket: /var/run/mysqld/mysqld.sock
host: host

Why is it linking to the production database and not staging? I don't
see where that option is specified during the deploy process.

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