diff --git a/nf-research-tools.jsonld b/nf-research-tools.jsonld
index 143914e2..4f90544e 100644
--- a/nf-research-tools.jsonld
+++ b/nf-research-tools.jsonld
@@ -2066,7 +2066,7 @@
         {
             "@id": "bts:Component",
             "@type": "rdfs:Class",
-            "rdfs:comment": "Type of submitted information. ",
+            "rdfs:comment": "Type of submitted information.",
             "rdfs:label": "Component",
             "rdfs:subClassOf": [
                 {
@@ -2150,7 +2150,7 @@
                     "@id": "bts:usageRequirements"
                 },
                 {
-                    "@id": "bts:howtoAcquire"
+                    "@id": "bts:howToAcquire"
                 },
                 {
                     "@id": "bts:dateAdded"
@@ -2346,17 +2346,17 @@
             ]
         },
         {
-            "@id": "bts:howtoAcquire",
+            "@id": "bts:howToAcquire",
             "@type": "rdf:Property",
             "rdfs:comment": "How to acquire a particular resource. ",
-            "rdfs:label": "howtoAcquire",
+            "rdfs:label": "howToAcquire",
             "schema:domainIncludes": {
                 "@id": "bts:Resource"
             },
             "schema:isPartOf": {
                 "@id": "http://schema.biothings.io"
             },
-            "sms:displayName": "How to Acquire",
+            "sms:displayName": "How To Acquire",
             "sms:required": "sms:true",
             "sms:validationRules": []
         },
diff --git a/nf_research_tools.rdb.model.csv b/nf_research_tools.rdb.model.csv
index 6de4e5aa..f0d4e998 100644
--- a/nf_research_tools.rdb.model.csv
+++ b/nf_research_tools.rdb.model.csv
@@ -1,5 +1,5 @@
 Attribute,Description,Valid Values,DependsOn,Required,Source,Parent,Properties,DependsOn Component,Validation Rules,
-Component,Type of submitted information. ,,,TRUE,,,,,,
+Component,Type of submitted information.,,,TRUE,,,,,,
 Resource,"A tool used in the research process (i.e. animal model, cell line, etc.)",,"Component, Resource_id, Genetic Reagent_id, Antibody_id, Cell Line_id, Animal Model_id, rrid, Resource Name, Synonyms, Resource Type, Description, MTA Required, Usage Requirements, How To Acquire, Date Added, Date Modified",FALSE,,Individual_Resource,"Resource_id, Genetic Reagent_id, Antibody_id, Cell Line_id, Animal Model_id, rrid, Resource Name, Synonyms, Resource Type, Description, MTA Required, Usage Requirements, How To Acquire, Date Added, Date Modified","Genetic Reagent, Antibody, Cell Line, Animal Model",,
 Resource_id,A unique identifier for the resource.,,,TRUE,,Resource,,,,
 rrid,"The RRID, a standard resource identifier that will facilitate interoperability with other databases, and is an increasingly-used identifier for publications https://scicrunch.org/resources if available",,,FALSE,,Resource,,,,