diff --git a/solr/solr-ref-guide/src/graph.adoc b/solr/solr-ref-guide/src/graph.adoc
index 887990dc368..207dbe0da00 100644
--- a/solr/solr-ref-guide/src/graph.adoc
+++ b/solr/solr-ref-guide/src/graph.adoc
@@ -17,7 +17,7 @@
 // under the License.
 
 
-This section of user guide covers the syntax and theory behind *graph expressions*. Examples are presented for two key graph use cases: *bipartate graph recommenders* and *event correlation* with
+This section of the user guide covers the syntax and theory behind *graph expressions*. Examples are presented for two key graph use cases: *bipartate graph recommenders* and *event correlation* with
 *temporal graph queries*.
 
 == Graphs
diff --git a/solr/solr-ref-guide/src/math-expressions.adoc b/solr/solr-ref-guide/src/math-expressions.adoc
index 23b90e9b528..7d74f7b8ee2 100644
--- a/solr/solr-ref-guide/src/math-expressions.adoc
+++ b/solr/solr-ref-guide/src/math-expressions.adoc
@@ -63,7 +63,7 @@ image::images/math-expressions/searchiris.png[]
 
 *<<machine-learning.adoc#,Machine Learning>>*: Distance, KNN, DBSCAN, K-means, fuzzy K-means and other ML functions.
 
-*<<graph.adoc#,Graph>>*: Bipartite graphs, in-degree centrality, graph recommenders, temporal graphs, event correlation
+*<<graph.adoc#,Graph>>*: Bipartite graphs, in-degree centrality, graph recommenders, temporal graphs, event correlation.
 
 *<<computational-geometry.adoc#,Computational Geometry>>*: Convex Hulls and Enclosing Disks.