diff --git a/src/main/java/com/metaweb/gridworks/clustering/knn/kNNClusterer.java b/src/main/java/com/metaweb/gridworks/clustering/knn/kNNClusterer.java
index ad488f894..5576b3372 100644
--- a/src/main/java/com/metaweb/gridworks/clustering/knn/kNNClusterer.java
+++ b/src/main/java/com/metaweb/gridworks/clustering/knn/kNNClusterer.java
@@ -60,10 +60,10 @@ public class kNNClusterer extends Clusterer {
             _config = o;
             _treeBuilder = new VPTreeBuilder(_distance);
             try {
-                _radius = (float) o.getDouble("radius");
+                _radius = (float) o.getJSONObject("params").getDouble("radius");
             } catch (JSONException e) {
                 Gridworks.warn("No radius found, using default");
-                _radius = 1.0f;
+                _radius = 0.1f;
             }
         }
         
diff --git a/src/main/java/edu/mit/simile/vicino/vptree/Node.java b/src/main/java/edu/mit/simile/vicino/vptree/Node.java
index 129396980..9c52a3bb2 100755
--- a/src/main/java/edu/mit/simile/vicino/vptree/Node.java
+++ b/src/main/java/edu/mit/simile/vicino/vptree/Node.java
@@ -40,11 +40,19 @@ public class Node implements Serializable {
         return obj.toString();
     }
     
-    public boolean equals(Object n) {
-        if (n instanceof Node) {
-            return ((Node) n).get().equals(this.obj);
-        } else {
-            return false;
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) {
+            return true;
         }
+        if (o instanceof Node) {
+            return ((Node) o).get().equals(this.obj);
+        }
+        return false;
+    }
+    
+    @Override
+    public int hashCode() {
+        return this.obj.hashCode();
     }
 }
diff --git a/src/main/java/edu/mit/simile/vicino/vptree/VPTreeBuilder.java b/src/main/java/edu/mit/simile/vicino/vptree/VPTreeBuilder.java
index 8529a5c63..451a13a8f 100755
--- a/src/main/java/edu/mit/simile/vicino/vptree/VPTreeBuilder.java
+++ b/src/main/java/edu/mit/simile/vicino/vptree/VPTreeBuilder.java
@@ -42,10 +42,9 @@ public class VPTreeBuilder {
 
     public VPTree buildVPTree() {
         Node[] nodes_array = this.nodes.toArray(new Node[this.nodes.size()]);
-        Gridworks.log("building tree with nodes: " + nodes_array.length);
         VPTree tree = new VPTree();
         tree.setRoot(addNode(nodes_array, 0, nodes_array.length - 1));
-        Gridworks.log("tree built");
+        Gridworks.log("Built vptree with " + nodes_array.length + " nodes");
         return tree;
     }
 
@@ -68,9 +67,7 @@ public class VPTreeBuilder {
         Map<Serializable,List<? extends Serializable>> map = new HashMap<Serializable,List<? extends Serializable>>();
         for (Node n : nodes) {
             Serializable s = n.get();
-            Gridworks.log(" find results for: " + s);
             List<? extends Serializable> results = seeker.range(s, radius);
-            Gridworks.log("  found: " + results.size());
             map.put(s, results);
         }
         
diff --git a/src/main/webapp/scripts/dialogs/facet-based-edit-dialog.js b/src/main/webapp/scripts/dialogs/facet-based-edit-dialog.js
index 963ac65aa..ec21e0a83 100644
--- a/src/main/webapp/scripts/dialogs/facet-based-edit-dialog.js
+++ b/src/main/webapp/scripts/dialogs/facet-based-edit-dialog.js
@@ -14,7 +14,7 @@ FacetBasedEditDialog.prototype._createDialog = function() {
     var frame = DialogSystem.createDialog();
     frame.width("900px");
     
-    var header = $('<div></div>').addClass("dialog-header").text("Facet-based edit of column " + this._columnName).appendTo(frame);
+    var header = $('<div></div>').addClass("dialog-header").text("Cluster & Edit column " + this._columnName).appendTo(frame);
     var body = $('<div></div>').addClass("dialog-body").appendTo(frame);
     var footer = $('<div></div>').addClass("dialog-footer").appendTo(frame);
     
@@ -28,14 +28,14 @@ FacetBasedEditDialog.prototype._createDialog = function() {
                     '</select>' +
                 '</td>' +
                 '<td>' +
-                    '<div id="binning-controls">Keying Function: <select bind="keyingFunctionSelector">' +
+                    '<div class="binning-controls">Keying Function: <select bind="keyingFunctionSelector">' +
                         '<option selected="true">fingerprint</option>' +
                         '<option>ngram-fingerprint</option>' +
                         '<option>double-metaphone</option>' +
                         '<option>metaphone</option>' +
                         '<option>soundex</option>' +
                     '</select></div>' +
-                    '<div id="knn-controls" class="hidden">Distance Function: <select bind="distanceFunctionSelector">' +
+                    '<div class="knn-controls hidden">Distance Function: <select bind="distanceFunctionSelector">' +
                         '<option selected="true">levenshtein</option>' +
                         '<option>jaro</option>' +
                         '<option>jaccard</option>' +
@@ -48,6 +48,9 @@ FacetBasedEditDialog.prototype._createDialog = function() {
                     '<div id="ngram-fingerprint-params" class="function-params hidden">' +
                       'Ngram Size: <input type="text" value="1" bind="ngramSize">' +
                     '</div>' + 
+                    '<div class="knn-controls hidden">' +
+                        'Radius: <input type="text" value="0.1" bind="radius">' +
+                    '</div>' + 
                 '</td>' +
                 '<td bind="resultSummary" align="right">' +
                 '</td>' +
@@ -61,13 +64,13 @@ FacetBasedEditDialog.prototype._createDialog = function() {
     this._elmts.methodSelector.change(function() {
         var selection = $(this).find("option:selected").text();
         if (selection == 'key collision') {
-            body.find("#binning-controls").show();
-            body.find("#knn-controls").hide();
+            body.find(".binning-controls").show();
+            body.find(".knn-controls").hide();
             self._method = "binning";
             self._elmts.keyingFunctionSelector.change();
         } else if (selection = 'nearest neightbor') {
-            body.find("#binning-controls").hide();
-            body.find("#knn-controls").show();
+            body.find(".binning-controls").hide();
+            body.find(".knn-controls").show();
             self._method = "knn";
             self._elmts.distanceFunctionSelector.change();
         }
@@ -92,6 +95,15 @@ FacetBasedEditDialog.prototype._createDialog = function() {
         }
     });
 
+    this._elmts.radius.change(function() {
+        try {
+            self._params = { "radius" : parseFloat($(this).val()) };
+            self._cluster();
+        } catch (e) {
+            alert("radius must be a number");
+        }
+    });
+    
     //this._elmts.clusterButton.click(function() { self._cluster(); });
     //this._elmts.unclusterButton.click(function() { self._uncluster(); });