diff --git a/src/AnalysisPrograms/Sandpit.cs b/src/AnalysisPrograms/Sandpit.cs
index 48875b355..c04393971 100644
--- a/src/AnalysisPrograms/Sandpit.cs
+++ b/src/AnalysisPrograms/Sandpit.cs
@@ -145,7 +145,7 @@ public static void ContentDescriptionApplyTemplates()
             var path = Path.Combine(@"C:\Ecoacoustics\Output\Test\Test24HourRecording", "Testing__2Maps.png");
             var ldfcSpectrogram = Image.FromFile(path);
             var image = ContentVisualization.DrawLdfcSpectrogramWithContentScoreTracks(ldfcSpectrogram, contentPlots);
-            var path2 = Path.Combine(@"C:\Ecoacoustics\ContentDescription", "Testing_2Maps.CONTENTnew05.png");
+            var path2 = Path.Combine(@"C:\Ecoacoustics\ContentDescription", "Testing_2Maps.CONTENTnew07.png");
             image.Save(path2);
             Console.WriteLine("# Finished scanning recording with content description templates");
         }
diff --git a/src/AudioAnalysisTools/ContentDescriptionTools/ContentDescription.cs b/src/AudioAnalysisTools/ContentDescriptionTools/ContentDescription.cs
index 47bcee35f..c2b2f5295 100644
--- a/src/AudioAnalysisTools/ContentDescriptionTools/ContentDescription.cs
+++ b/src/AudioAnalysisTools/ContentDescriptionTools/ContentDescription.cs
@@ -13,10 +13,7 @@ public class ContentDescription
     {
         // All the code base for content description assumes a sampling rate of 22050 (i.e. a Nyquist = 11025) and frame size = 512 (i.e. 256 frequency bins).
         public const int Nyquist = 11025;
-
-        //public int FrameSize { get; set; }
         public const int FreqBinCount = 256;
-
         public const string AnalysisString = "__Towsey.Acoustic.";
 
         /// <summary>
@@ -47,7 +44,7 @@ public static List<Plot> ContentDescriptionOfMultipleRecordingFiles(FileInfo lis
             var completeListOfResults = new List<DescriptionResult>();
 
             // cycle through the directories
-            // WARNING: Assume one-hour duration for each recording
+            // TODO  WARNING: Assume one-hour duration for each recording
             for (int i = 0; i < filePaths.Count; i++)
             {
                 // read the spectral indices for the current file
@@ -58,7 +55,8 @@ public static List<Plot> ContentDescriptionOfMultipleRecordingFiles(FileInfo lis
                 // ContentDescription.DrawNormalisedIndexMatrices(dir1, baseName, dictionary);
 
                 // get the rows and do something with them one by one.
-                var results = AnalyzeMinutes(templates, templatesAsDictionary, dictionaryOfRecordingIndices, i * 60); // WARNING: HACK: ASSUME ONE HOUR FILES
+                // TODO WARNING: HACK: ASSUME ONE HOUR FILES - must fix this.
+                var results = AnalyzeMinutes(templates, templatesAsDictionary, dictionaryOfRecordingIndices, i * 60);
                 completeListOfResults.AddRange(results);
             }
 
@@ -72,7 +70,7 @@ public static List<Plot> ContentDescriptionOfMultipleRecordingFiles(FileInfo lis
             //contentPlots = DataProcessing.SubtractModeAndSd(contentPlots);
 
             // Use percentile thresholding followed by normalize in 0,1.
-            contentPlots = DataProcessing.PercentileThresholding(contentPlots, 80);
+            contentPlots = DataProcessing.PercentileThresholding(contentPlots, 90);
             return contentPlots;
         }
 
@@ -127,7 +125,7 @@ public static List<DescriptionResult> AnalyzeMinutes(
                             break;
                     }
 
-                    var result = new KeyValuePair<string, double>(template.Name, score);
+                    var result = new KeyValuePair<string, double>(template.Description, score);
                     descriptionResult.AddDescription(result);
                 }
 
diff --git a/src/AudioAnalysisTools/ContentDescriptionTools/DescriptionResult.cs b/src/AudioAnalysisTools/ContentDescriptionTools/DescriptionResult.cs
index a3c30a9c6..69b19c821 100644
--- a/src/AudioAnalysisTools/ContentDescriptionTools/DescriptionResult.cs
+++ b/src/AudioAnalysisTools/ContentDescriptionTools/DescriptionResult.cs
@@ -11,10 +11,7 @@ public class DescriptionResult
     {
         private readonly Dictionary<string, double> descriptionDictionary = new Dictionary<string, double>();
 
-        public DescriptionResult(int startTimeInMinutes)
-        {
-            this.StartTimeInCurrentRecordingFile = TimeSpan.FromMinutes(startTimeInMinutes);
-        }
+        public DescriptionResult(int startTimeInMinutes) => this.StartTimeInCurrentRecordingFile = TimeSpan.FromMinutes(startTimeInMinutes);
 
         public TimeSpan StartTimeInCurrentRecordingFile { get; set; }
 
diff --git a/src/AudioAnalysisTools/ContentDescriptionTools/TemplateManifest.cs b/src/AudioAnalysisTools/ContentDescriptionTools/TemplateManifest.cs
index 6e9b72c80..7668eeb4d 100644
--- a/src/AudioAnalysisTools/ContentDescriptionTools/TemplateManifest.cs
+++ b/src/AudioAnalysisTools/ContentDescriptionTools/TemplateManifest.cs
@@ -40,7 +40,7 @@ public static void CreateNewFileOfTemplateDefinitions(FileInfo manifestFile, Fil
                     // the current manifest is not an existing template - therefore make it.
                     var newTemplate = CreateNewTemplateFromManifest(manifest);
                     newTemplate.TemplateId = i;
-                    newTemplate.Template = CreateTemplateDeftn(manifest);
+                    newTemplate.Template = CreateTemplateDefinition(manifest);
                     newTemplate.MostRecentEdit = DateTime.Now;
                     newTemplateList.Add(newTemplate);
                     continue;
@@ -51,7 +51,7 @@ public static void CreateNewFileOfTemplateDefinitions(FileInfo manifestFile, Fil
                     // edit an existing template but use the manifest.
                     var newTemplate = CreateNewTemplateFromManifest(manifest);
                     newTemplate.TemplateId = i;
-                    newTemplate.Template = CreateTemplateDeftn(manifest);
+                    newTemplate.Template = CreateTemplateDefinition(manifest);
                     newTemplate.MostRecentEdit = DateTime.Now;
                     newTemplateList.Add(newTemplate);
                     continue;
@@ -104,7 +104,7 @@ public static void CreateNewFileOfTemplateDefinitions(FileInfo manifestFile, Fil
         /// <summary>
         /// THis method calculates new template based on passed manifest.
         /// </summary>
-        public static Dictionary<string, double[]> CreateTemplateDeftn(TemplateManifest templateManifest)
+        public static Dictionary<string, double[]> CreateTemplateDefinition(TemplateManifest templateManifest)
         {
             // Get the template provenance. Assume array contains only one element.
             var provenanceArray = templateManifest.Provenance;
@@ -143,6 +143,7 @@ public static TemplateManifest CreateNewTemplateFromManifest(TemplateManifest te
             var newTemplate = new TemplateManifest
             {
                 Name = templateManifest.Name,
+                Description = templateManifest.Description,
                 TemplateId = templateManifest.TemplateId,
                 FeatureExtractionAlgorithm = templateManifest.FeatureExtractionAlgorithm,
                 SpectralReductionFactor = templateManifest.SpectralReductionFactor,