diff --git a/src/ontology/modules/data-transformations.owl b/src/ontology/modules/data-transformations.owl
index 110a5ba4..fb8b9c36 100644
--- a/src/ontology/modules/data-transformations.owl
+++ b/src/ontology/modules/data-transformations.owl
@@ -109,12 +109,12 @@
             </owl:Restriction>
         </rdfs:subClassOf>
         <obo:IAO_0000115>The process of deriving a data item from an image data set using computer algorithms. The produced data item can be an image data set, data measurement, or any other data item.</obo:IAO_0000115>
-        <obo:IAO_0000117>https://orcid.org/0000-0001-9625-1899 "William D. Duncan"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0001-9676-7377 "Alexander D. Bartnik"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0001-9990-8331 "Alexander D. Diehl"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0002-2104-0568 "Lucas M. Serra"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0002-7245-3450 "Lauren M. Wishnie"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0002-9821-4132 "Mackenzie T. Smith"</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0001-9625-1899 &quot;William D. Duncan&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0001-9676-7377 &quot;Alexander D. Bartnik&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0001-9990-8331 &quot;Alexander D. Diehl&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0002-2104-0568 &quot;Lucas M. Serra&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0002-7245-3450 &quot;Lauren M. Wishnie&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0002-9821-4132 &quot;Mackenzie T. Smith&quot;</obo:IAO_0000117>
         <obo:IAO_0000233>https://github.com/obi-ontology/obi/issues/1481</obo:IAO_0000233>
         <rdfs:label>image data set analysis</rdfs:label>
     </owl:Class>
@@ -139,14 +139,14 @@
                 </owl:intersectionOf>
             </owl:Class>
         </owl:equivalentClass>
-        <obo:IAO_0000112>A Fourier transform of raw "k-space" data produced into an image data set that represents the anatomical structure of the tissue examined.</obo:IAO_0000112>
+        <obo:IAO_0000112>A Fourier transform of raw &quot;k-space&quot; data produced into an image data set that represents the anatomical structure of the tissue examined.</obo:IAO_0000112>
         <obo:IAO_0000115>A process that transforms raw magnetic resonance image data from an NMR/MRI machine into a reconstructed magnetic resonance image data set.</obo:IAO_0000115>
-        <obo:IAO_0000117>https://orcid.org/0000-0001-9625-1899 "William D. Duncan"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0001-9676-7377 "Alexander D. Bartnik"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0001-9990-8331 "Alexander D. Diehl"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0002-2104-0568 "Lucas M. Serra"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0002-7245-3450 "Lauren M. Wishnie"</obo:IAO_0000117>
-        <obo:IAO_0000117>https://orcid.org/0000-0002-9821-4132 "Mackenzie T. Smith"</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0001-9625-1899 &quot;William D. Duncan&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0001-9676-7377 &quot;Alexander D. Bartnik&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0001-9990-8331 &quot;Alexander D. Diehl&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0002-2104-0568 &quot;Lucas M. Serra&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0002-7245-3450 &quot;Lauren M. Wishnie&quot;</obo:IAO_0000117>
+        <obo:IAO_0000117>https://orcid.org/0000-0002-9821-4132 &quot;Mackenzie T. Smith&quot;</obo:IAO_0000117>
         <obo:IAO_0000233>https://github.com/obi-ontology/obi/issues/1481</obo:IAO_0000233>
         <rdfs:label>raw magnetic resonance image data set reconstruction</rdfs:label>
     </owl:Class>