diff --git a/pom.xml b/pom.xml
index 84703c8e..eff73dd0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -35,8 +35,7 @@
     <!-- library versions -->            
     <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>            
     <java.version>11</java.version>            
-    <jena.version>3.17.0</jena.version>
-    <!-- <jena.version>4.7.0</jena.version> -->
+    <jena.version>4.6.1</jena.version>
     <jtwig.version>5.87.0.RELEASE</jtwig.version>            
     <jackson.version>2.13.3</jackson.version>        
   </properties>
@@ -109,7 +108,7 @@ eclipse.preferences.version=1
       <dependency>                        
         <groupId>org.slf4j</groupId>                        
         <artifactId>slf4j-api</artifactId>                        
-        <version>1.7.25</version>                    
+        <version>1.7.36</version>                    
       </dependency>
                   
       <dependency>                        
@@ -152,7 +151,7 @@ eclipse.preferences.version=1
       <dependency>                        
         <groupId>org.topbraid</groupId>                        
         <artifactId>shacl</artifactId>                        
-        <version>1.3.2</version>                        
+        <version>1.4.3</version>                        
         <exclusions>                              
           <exclusion>                                    
             <groupId>org.apache.jena</groupId>                                
@@ -171,7 +170,7 @@ eclipse.preferences.version=1
       <dependency>                      
         <groupId>net.sourceforge.plantuml</groupId>                      
         <artifactId>plantuml</artifactId>                      
-        <version>1.2023.12</version>                    
+        <version>1.2024.4</version>                    
       </dependency>
                   
       <!-- Jackson -->                  
diff --git a/shacl-doc/.gitignore b/shacl-doc/.gitignore
new file mode 100644
index 00000000..00d2ab71
--- /dev/null
+++ b/shacl-doc/.gitignore
@@ -0,0 +1,2 @@
+/.apt_generated/
+/.apt_generated_tests/
diff --git a/shacl-generate/.gitignore b/shacl-generate/.gitignore
new file mode 100644
index 00000000..00d2ab71
--- /dev/null
+++ b/shacl-generate/.gitignore
@@ -0,0 +1,2 @@
+/.apt_generated/
+/.apt_generated_tests/
diff --git a/shacl-generate/src/main/resources/shacl/generate/is-strict-superset-of.rq b/shacl-generate/src/main/resources/shacl/generate/is-strict-superset-of.rq
index 4b7f3cb7..d24b9f99 100644
--- a/shacl-generate/src/main/resources/shacl/generate/is-strict-superset-of.rq
+++ b/shacl-generate/src/main/resources/shacl/generate/is-strict-superset-of.rq
@@ -3,5 +3,5 @@ PREFIX rdf:    <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
 ASK {
   ?uri a $type .
   ?uri a $superset .
-  filter (?otherType != $type)
+  filter (?superset != $type)
 }
\ No newline at end of file
diff --git a/shacl-play-app/.gitignore b/shacl-play-app/.gitignore
index b428e9e1..168dd81b 100644
--- a/shacl-play-app/.gitignore
+++ b/shacl-play-app/.gitignore
@@ -3,3 +3,5 @@
 /.project
 /.classpath
 /.settings
+/.apt_generated/
+/.apt_generated_tests/
diff --git a/shacl-play-app/src/main/java/fr/sparna/rdf/shacl/app/filter/ArgumentsFilter.java b/shacl-play-app/src/main/java/fr/sparna/rdf/shacl/app/filter/ArgumentsFilter.java
index 44b966fd..1ffa3541 100644
--- a/shacl-play-app/src/main/java/fr/sparna/rdf/shacl/app/filter/ArgumentsFilter.java
+++ b/shacl-play-app/src/main/java/fr/sparna/rdf/shacl/app/filter/ArgumentsFilter.java
@@ -5,7 +5,7 @@
 import com.beust.jcommander.Parameter;
 import com.beust.jcommander.Parameters;
 
-@Parameters(commandDescription = "Filters a shape model against a statistics file.")
+@Parameters(commandDescription = "Filters a shape model against a statistics file. Properties used less than 0.1% of the time will be removed from the SHACL file.")
 public class ArgumentsFilter {
 	
 	
diff --git a/shacl-play/.gitignore b/shacl-play/.gitignore
index be0d0fff..122cab69 100644
--- a/shacl-play/.gitignore
+++ b/shacl-play/.gitignore
@@ -1,3 +1,5 @@
 /target
 /.project
 /.classpath
+/.apt_generated/
+/.apt_generated_tests/
diff --git a/shacl-play/src/main/webapp/WEB-INF/jsp/draw-form.jsp b/shacl-play/src/main/webapp/WEB-INF/jsp/draw-form.jsp
index f5b63f43..d5ca13b0 100644
--- a/shacl-play/src/main/webapp/WEB-INF/jsp/draw-form.jsp
+++ b/shacl-play/src/main/webapp/WEB-INF/jsp/draw-form.jsp
@@ -140,11 +140,16 @@
 									file contains the <code>rdfs:subClassOf</code> links.
 									</td>
 								</tr>
+								<tr>
+									<th scope="row" width="30%"><code>https://shacl-play.sparna.fr/ontology#background-color</code></th>
+									<td>xsd:string</td>
+									<td class="text-break">Color of the box itself. Values can be a color name, like <code>"Green"</code> or an hex code, like <code>"4456BB"</code>
+									</td>
+								</tr>
 								<tr>
 									<th scope="row" width="30%"><code>https://shacl-play.sparna.fr/ontology#color</code></th>
 									<td>xsd:string</td>
-									<td class="text-break">Color of the box. Values can be a color name, like <code>"Green"</code>
-									or an hex code, like <code>"4456BB"</code>
+									<td class="text-break">Color of the text inside the box. Values can be a color name, like <code>"Green"</code> or an hex code, like <code>"4456BB"</code>
 									</td>
 								</tr>
 							</tbody>
@@ -186,6 +191,30 @@
 							</tbody>
 						</table>
 					</div>
+
+					<div style="margin-top:2em;">
+						<h4 id="gallery">Diagram gallery</h4>
+
+						<p>
+							<a href="https://github.com/euBusinessGraph/eubg-data/raw/master/model/ebg-shapes.shacl">EBG shapes</a>
+							<br/>
+							<img src="<c:url value="/resources/img/diagram-ebg-shapes.png"/>" width="100%"/>
+						</p>
+
+						<p>
+							<a href="https://gist.githubusercontent.com/tfrancart/cd7af66ba629352f353bec49b76efb98/raw/ScoLOMFR-V6-AP-SHACL.ttl">ScoloMFR Application profile</a>, SKOS based
+							<br/>
+							<img src="<c:url value="/resources/img/diagram-ScoLOMFR-V6-AP-SHACL.png"/>" width="100%"/>
+						</p>
+
+						<p>
+							<a href="https://docs.google.com/spreadsheets/d/195NKb43Ck1yPGrIK4H8_HYGw9GTPnbtY">Sparnatural configuration profile</a>
+							<br/>
+							<img src="<c:url value="/resources/img/diagram-sparnatural-configuration.png"/>" width="100%"/>
+						</p>
+
+					</div>
+
 				</div>
 				
 
diff --git a/shacl-play/src/main/webapp/theme-default/img/diagram-ScoLOMFR-V6-AP-SHACL.png b/shacl-play/src/main/webapp/theme-default/img/diagram-ScoLOMFR-V6-AP-SHACL.png
new file mode 100644
index 00000000..c27c4b97
Binary files /dev/null and b/shacl-play/src/main/webapp/theme-default/img/diagram-ScoLOMFR-V6-AP-SHACL.png differ
diff --git a/shacl-play/src/main/webapp/theme-default/img/diagram-ebg-shapes.png b/shacl-play/src/main/webapp/theme-default/img/diagram-ebg-shapes.png
new file mode 100644
index 00000000..e6df5f2d
Binary files /dev/null and b/shacl-play/src/main/webapp/theme-default/img/diagram-ebg-shapes.png differ
diff --git a/shacl-play/src/main/webapp/theme-default/img/diagram-sparnatural-configuration.png b/shacl-play/src/main/webapp/theme-default/img/diagram-sparnatural-configuration.png
new file mode 100644
index 00000000..83486897
Binary files /dev/null and b/shacl-play/src/main/webapp/theme-default/img/diagram-sparnatural-configuration.png differ