diff --git a/src/main/java/com/metaweb/gridworks/model/recon/KeyBasedReconConfig.java b/src/main/java/com/metaweb/gridworks/model/recon/KeyBasedReconConfig.java
new file mode 100644
index 000000000..427a323fc
--- /dev/null
+++ b/src/main/java/com/metaweb/gridworks/model/recon/KeyBasedReconConfig.java
@@ -0,0 +1,194 @@
+package com.metaweb.gridworks.model.recon;
+
+import java.io.InputStream;
+import java.io.StringWriter;
+import java.net.URL;
+import java.net.URLConnection;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Properties;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+import org.json.JSONWriter;
+
+import com.metaweb.gridworks.expr.ExpressionUtils;
+import com.metaweb.gridworks.model.Cell;
+import com.metaweb.gridworks.model.Project;
+import com.metaweb.gridworks.model.Recon;
+import com.metaweb.gridworks.model.ReconCandidate;
+import com.metaweb.gridworks.model.Row;
+import com.metaweb.gridworks.model.Recon.Judgment;
+import com.metaweb.gridworks.model.recon.HeuristicReconConfig.ColumnDetail;
+import com.metaweb.gridworks.protograph.FreebaseTopic;
+import com.metaweb.gridworks.util.ParsingUtilities;
+
+public class KeyBasedReconConfig extends StrictReconConfig {
+	private static final long serialVersionUID = 2363754609522023900L;
+	
+	final public FreebaseTopic namespace;
+	
+    static public ReconConfig reconstruct(JSONObject obj) throws Exception {
+		JSONObject ns = obj.getJSONObject("namespace");
+		
+    	return new KeyBasedReconConfig(
+    		new FreebaseTopic(
+    			ns.getString("id"),
+    			ns.getString("name")
+    		)
+        );
+    }
+    
+    public KeyBasedReconConfig(FreebaseTopic namespace) {
+		this.namespace = namespace;
+	}
+
+    static protected class KeyBasedReconJob extends ReconJob {
+    	String key;
+    	
+    	public int getKey() {
+    		return key.hashCode();
+    	}
+    }
+
+	@Override
+	public ReconJob createJob(Project project, int rowIndex, Row row,
+			String columnName, Cell cell) {
+		
+		KeyBasedReconJob job = new KeyBasedReconJob();
+		
+		job.key = cell.value.toString().replace(' ', '_');
+		
+		return job;
+	}
+
+	@Override
+	public int getBatchSize() {
+		return 10;
+	}
+
+	@Override
+	public String getBriefDescription(Project project, String columnName) {
+        return "Reconcile cells in column " + columnName + " topics with keys in namespace " + namespace.id;
+	}
+
+	public void write(JSONWriter writer, Properties options)
+			throws JSONException {
+		
+        writer.object();
+        writer.key("mode"); writer.value("strict");
+        writer.key("match"); writer.value("key"); 
+        writer.key("namespace"); namespace.write(writer, options); 
+        writer.endObject();
+    }
+	
+	final static String s_mqlreadService = "http://api.freebase.com/api/service/mqlread";
+
+	@Override
+	public List<Recon> batchRecon(List<ReconJob> jobs) {
+		List<Recon> recons = new ArrayList<Recon>(jobs.size());
+		Map<String, Recon> keyToRecon = new HashMap<String, Recon>();
+		
+		try {
+			String query = null;
+			{
+				StringWriter stringWriter = new StringWriter();
+				JSONWriter jsonWriter = new JSONWriter(stringWriter);
+				
+				jsonWriter.object();
+				jsonWriter.key("query");
+					jsonWriter.array();
+					jsonWriter.object();
+					
+						jsonWriter.key("id"); jsonWriter.value(null);
+						jsonWriter.key("name"); jsonWriter.value(null);
+						jsonWriter.key("guid"); jsonWriter.value(null);
+						jsonWriter.key("type"); jsonWriter.array(); jsonWriter.endArray();
+						
+						jsonWriter.key("key");
+							jsonWriter.array();
+							jsonWriter.object();
+							
+							jsonWriter.key("namespace");
+								jsonWriter.object();
+								jsonWriter.key("id"); jsonWriter.value(namespace.id);
+								jsonWriter.endObject();
+								
+							jsonWriter.key("value"); jsonWriter.value(null);
+							jsonWriter.key("value|=");
+								jsonWriter.array();
+								for (ReconJob job : jobs) {
+									jsonWriter.value(((KeyBasedReconJob) job).key);
+								}
+								jsonWriter.endArray();
+								
+							jsonWriter.endObject();
+							jsonWriter.endArray();
+						
+					jsonWriter.endObject();
+					jsonWriter.endArray();
+				jsonWriter.endObject();
+				
+				query = stringWriter.toString();
+			}
+			
+			StringBuffer sb = new StringBuffer();
+			sb.append(s_mqlreadService + "?query=");
+			sb.append(ParsingUtilities.encode(query));
+			
+			URL url = new URL(sb.toString());
+			URLConnection connection = url.openConnection();
+			connection.setConnectTimeout(5000);
+			connection.connect();
+			
+			InputStream is = connection.getInputStream();
+			try {
+				String s = ParsingUtilities.inputStreamToString(is);
+				JSONObject o = ParsingUtilities.evaluateJsonStringToObject(s);
+				JSONArray results = o.getJSONArray("result");
+				int count = results.length();
+				
+				for (int i = 0; i < count; i++) {
+					JSONObject result = results.getJSONObject(i);
+					
+					String key = result.getJSONArray("key").getJSONObject(0).getString("value");
+					
+					JSONArray types = result.getJSONArray("type");
+					String[] typeIDs = new String[types.length()];
+					for (int j = 0; j < typeIDs.length; j++) {
+						typeIDs[j] = types.getString(j);
+					}
+					
+					ReconCandidate candidate = new ReconCandidate(
+						result.getString("id"),
+						result.getString("guid"),
+						result.getString("name"),
+						typeIDs,
+						100
+					);
+					
+					Recon recon = new Recon();
+					recon.candidates.add(candidate);
+					recon.match = candidate;
+					recon.judgment = Judgment.Matched;
+					
+					keyToRecon.put(key, recon);
+				}
+			} finally {
+				is.close();
+			}
+		} catch (Exception e) {
+			e.printStackTrace();
+		}
+		
+		while (recons.size() < jobs.size()) {
+			recons.add(new Recon());
+		}
+		
+		return recons;
+	}
+
+}
diff --git a/src/main/java/com/metaweb/gridworks/model/recon/ReconConfig.java b/src/main/java/com/metaweb/gridworks/model/recon/ReconConfig.java
index 68c9c9e3e..1659b2dbd 100644
--- a/src/main/java/com/metaweb/gridworks/model/recon/ReconConfig.java
+++ b/src/main/java/com/metaweb/gridworks/model/recon/ReconConfig.java
@@ -18,6 +18,8 @@ abstract public class ReconConfig implements Serializable, Jsonizable {
         String mode = obj.getString("mode");
         if ("heuristic".equals(mode)) {
         	return HeuristicReconConfig.reconstruct(obj);
+        } else if ("strict".equals(mode)) {
+        	return StrictReconConfig.reconstruct(obj);
         }
         return null;
     }
diff --git a/src/main/java/com/metaweb/gridworks/model/recon/StrictReconConfig.java b/src/main/java/com/metaweb/gridworks/model/recon/StrictReconConfig.java
new file mode 100644
index 000000000..ebba7f97e
--- /dev/null
+++ b/src/main/java/com/metaweb/gridworks/model/recon/StrictReconConfig.java
@@ -0,0 +1,15 @@
+package com.metaweb.gridworks.model.recon;
+
+import org.json.JSONObject;
+
+abstract public class StrictReconConfig extends ReconConfig {
+	private static final long serialVersionUID = 4454059850557793074L;
+	
+    static public ReconConfig reconstruct(JSONObject obj) throws Exception {
+        String match = obj.getString("match");
+        if ("key".equals(match)) {
+        	return KeyBasedReconConfig.reconstruct(obj);
+        }
+        return null;
+    }
+}