diff --git a/config/transduction-schemes.ttl b/config/transduction-schemes.ttl
index 74fecc29e5f41dd6ac476717bcd217d5ce5d0215..5ed4004c98e0f748624877b0c6855d67ec103ee9 100644
--- a/config/transduction-schemes.ttl
+++ b/config/transduction-schemes.ttl
@@ -384,7 +384,7 @@ PREFIX req: <https://unsel.tetras-libre.fr/tenet/frame/requirement-ontology#>
 PREFIX sys: <https://unsel.tetras-libre.fr/tenet/frame/system-ontology/>
 PREFIX fprm: <https://unsel.tetras-libre.fr/tenet/frame/parameters#>
 
-# -- Compose a subject Entity (agt), an action Verb and an object Entity (obj) to obtain an event    
+# -- Compose a subject (agt), an action Verb and an object (obj) to obtain an event    
 CONSTRUCT {
    # Net: Event
    ?newNet a net:Instance.
@@ -409,14 +409,14 @@ WHERE {
    # net2: entity (actor)
    ?net2 a net:Instance.
    ?net2 net:type net:atom.
-   ?net2 net:atomOf sys:Entity.
+   # -- old --- ?net2 net:atomOf sys:Entity.
    ?net2 net:has_structure ?req.
    ?net2 net:has_node ?uw2.
    ?net2 net:has_atom ?actorObject.
    # net3: entity (target)
    ?net3 a net:Instance.
    ?net3 net:type net:atom.
-   ?net3 net:atomOf sys:Entity.
+   # -- old --- ?net3 net:atomOf sys:Entity.
    ?net3 net:has_structure ?req.
    ?net3 net:has_node ?uw3.
    ?net3 net:has_atom ?targetObject.
@@ -456,7 +456,7 @@ PREFIX req: <https://unsel.tetras-libre.fr/tenet/frame/requirement-ontology#>
 PREFIX sys: <https://unsel.tetras-libre.fr/tenet/frame/system-ontology/>
 PREFIX fprm: <https://unsel.tetras-libre.fr/tenet/frame/parameters#>
 
-# -- Compose a subject Entity (aoj), an action Verb and an object Entity (obj) / result Entity (res) to obtain a state property
+# -- Compose a subject (aoj), an attributibe Verb and an object (obj) / result (res) to obtain a state property
 CONSTRUCT {
    # Net: State Property
    ?newNet a net:Instance.
@@ -481,14 +481,14 @@ WHERE {
    # net2: entity (actor)
    ?net2 a net:Instance.
    ?net2 net:type net:atom.
-   ?net2 net:atomOf sys:Entity.
+   # -- old --- ?net2 net:atomOf sys:Entity.
    ?net2 net:has_structure ?req.
    ?net2 net:has_node ?uw2.
    ?net2 net:has_atom ?actorObject.
    # net3: entity (target)
    ?net3 a net:Instance.
    ?net3 net:type net:atom.
-   ?net3 net:atomOf sys:Entity.
+   # -- old --- ?net3 net:atomOf sys:Entity.
    ?net3 net:has_structure ?req.
    ?net3 net:has_node ?uw3.
    ?net3 net:has_atom ?targetObject.
diff --git a/prepare_work_data.py b/prepare_work_data.py
index 6067b28897458ccdf8f23787f05198e036b48f47..04f1f4837b7c4e71b3d1602045092e67cf57d7e3 100644
--- a/prepare_work_data.py
+++ b/prepare_work_data.py
@@ -204,10 +204,10 @@ def run(corpus, source_ref, target_ref):
 if __name__ == '__main__':
     target_ref = "system"
     #target_ref = "environment"
-    #run(req_100, 'R100b', target_ref) 
-    #run(req_200, 'R200b', target_ref)
-    run(req_300, 'R300c', target_ref) 
-    run(corpus_40, 'Corpus-CCTP-40a', target_ref)
+    run(req_100, 'R100d', target_ref) 
+    run(req_200, 'R200d', target_ref)
+    run(req_300, 'R300d', target_ref) 
+    run(corpus_40, 'Corpus-CCTP-40d', target_ref)
     #run(corpus_ERTMS, 'Corpus-ERTMS', target_ref)
     #run(corpus_PEV, 'Corpus-PEV', target_ref)