How do I add an anchor to a url when the url also includes a coldfustion query variable?

I have the following url that I want to add an anchor to:

<a href="delete_employee_privilege.cfm?EmployeePrivilegeID=#getPrivileges.EmployeePrivilegeID#">

I know with a normal url variable you just add #anchor at the end and it works, but it does not work with url variable is a coldfusion variable.  Is there some syntax that will make this work in this situation

<table>
    	<!--- Setup table headers --->
		<tr>
        	<th><a name="anchor"></a>Options</th>
            <th>Order</th>
            <th>Privileged</th>
            <th>Add/Remove Privilege</th>
        </tr>
        <cfoutput query="getPrivileges" group="Privilege">
        <!--- cfif below will alternate background color in the table row --->
        <tr <cfif #currentrow# mod 2 gt 0>bgcolor="##CFDEB1"</cfif>>
            <td>#Privilege#</td>
            <td class="alignCenter">#Sequence#</td>
        	
            <!--- Determine if Employee Privilege Exists --->
            <cfif GivePrivilege IS 1>
           		<cfset IsPrivileged = "yes">
            <cfelse>
            	<cfset IsPrivileged = "no">
            </cfif>
            <td class="alignCenter">#IsPrivileged#</td>   
            <td class="alignCenter">
            <!--- Deterimine whether to add or remove privilege --->
            <cfif GivePrivilege IS 1>
            	<a href="delete_employee_privilege.cfm?EmployeePrivilegeID=#getPrivileges.EmployeePrivilegeID#">
                Remove Privilege</a>            
			<cfelse>
            	<a href="add_employee_privilege.cfm?EmployeeID=#URL.EmployeeID#&PrivilegeID=#getPrivileges.PrivilegeID#">
                Add Privilege</a>
            </cfif>
            </td>
        </tr></cfoutput>
        
    </table>

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