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    <p>I resolved the issue on my own.. Before posting answer I must say everyone should user rails console</p> <p>I have define relations as follows</p> <pre><code>class User &lt; AR::Base has_one :item_preference has_one :item_preference, :through =&gt; :user_preference, :source =&gt; :item has_one :favorite_preference has_one :favorite_preference, :through =&gt; :user_preference, :source =&gt; :favorite has_one :recent_preference has_one :recent_preference, :through =&gt; :user_preference, :source =&gt; :recent has_one :user_preference end class UserPreference &lt; ActiveRecord::Base belongs_to :item, :foreign_key =&gt; "item_results", :class_name =&gt; "Preference" belongs_to :favorite, :foreign_key =&gt; "favorite_results", :class_name =&gt; "Preference" belongs_to :recent, :foreign_key =&gt; "recent_results", :class_name =&gt; "Preference" belongs_to :user end class Preference &lt; ActiveRecord::Base has_many :item_preferences, :foreign_key =&gt; "item_results", :class_name =&gt; "UserPreference" has_many :favorite_preferences, :foreign_key =&gt; "favorite_results", :class_name =&gt; "UserPreference" has_many :recent_preferences, :foreign_key =&gt; "recent_results", :class_name =&gt; "UserPreference" end </code></pre> <p>now I can access the values as</p> <pre><code>User = User.find(16) user.item_preference [:] [DEBUG] [2010-09-16 17:09:54] [ App::OnlineOrdering] - Preference Load (0.4ms) SELECT `preferences`.* FROM `preferences` INNER JOIN `user_preferences` ON `preferences`.id = `user_preferences`.item_results WHERE ((`user_preferences`.user_id = 16)) =&gt; #&lt;Preference id: 1, value: "20", created_at: "2010-09-15 15:13:04", updated_at: "2010-09-15 15:13:04"&gt; </code></pre> <p>and other way around</p> <pre><code>preference = Preference.find(1) preference.item_preferences [:] [DEBUG] [2010-09-16 17:09:23] [ App::OnlineOrdering] - UserPreference Load (0.4ms) SELECT * FROM `user_preferences` WHERE (`user_preferences`.item_results = 1) [:] [DEBUG] [2010-09-16 17:09:23] [ App::OnlineOrdering] - UserPreference Columns (1.2ms) SHOW FIELDS FROM `user_preferences` =&gt; [#&lt;UserPreference id: 1, user_id: 16, item_results: 1, favorite_results: 2, recent_results: 2, created_at: "2010-09-15 15:13:04", updated_at: "2010-09-15 15:13:04"&gt;] </code></pre>
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