diff --git a/src/backend/replication/logical/conflict.c b/src/backend/replication/logical/conflict.c
index 8f7e5bfdd4..4995651644 100644
--- a/src/backend/replication/logical/conflict.c
+++ b/src/backend/replication/logical/conflict.c
@@ -79,10 +79,11 @@ GetTupleTransactionInfo(TupleTableSlot *localslot, TransactionId *xmin,
 }
 
 /*
- * Report a conflict when applying remote changes.
+ * This function is used to report a conflict while applying replication
+ * changes.
  *
- * 'searchslot' should contain the tuple used to search for the local tuple to
- * be updated or deleted.
+ * 'searchslot' should contain the tuple used to search the local tuple to be
+ * updated or deleted.
  *
  * 'localslot' should contain the existing local tuple, if any, that conflicts
  * with the remote tuple. 'localxmin', 'localorigin', and 'localts' provide the
@@ -91,17 +92,17 @@ GetTupleTransactionInfo(TupleTableSlot *localslot, TransactionId *xmin,
  * 'remoteslot' should contain the remote new tuple, if any.
  *
  * The 'indexoid' represents the OID of the replica identity index or the OID
- * of the unique index that triggered the constraint violation error. Note that
- * while other indexes may also be used (see
+ * of the unique index that triggered the constraint violation error. We use
+ * this to report the key values for conflicting tuple.
+ *
+ * Note that while other indexes may also be used (see
  * IsIndexUsableForReplicaIdentityFull for details) to find the tuple when
  * applying update or delete, such an index scan may not result in a unique
  * tuple and we still compare the complete tuple in such cases, thus such index
  * OIDs should not be passed here.
  *
- * The caller should ensure that the index with the OID 'indexoid' is locked.
- *
- * Refer to errdetail_apply_conflict for the content that will be included in
- * the DETAIL line.
+ * The caller must ensure that the index with the OID 'indexoid' is locked so
+ * that we can display the conflicting key value.
  */
 void
 ReportApplyConflict(int elevel, ConflictType type, EState *estate,
@@ -157,10 +158,10 @@ InitConflictIndexes(ResultRelInfo *relInfo)
 /*
  * Add an errdetail() line showing conflict detail.
  *
- * The DETAIL line comprises two parts:
+ * The DETAIL line comprises of two parts:
  * 1. Explanation of the conflict type, including the origin and commit
  *    timestamp of the existing local tuple.
- * 2. Display of conflicting key, existing local tuple, remote new tuple and
+ * 2. Display of conflicting key, existing local tuple, remote new tuple, and
  *    replica identity columns, if any. The remote old tuple is excluded as its
  *    information is covered in the replica identity columns.
  */
@@ -196,11 +197,11 @@ errdetail_apply_conflict(ConflictType type, EState *estate,
 									 localxmin, timestamptz_to_str(localts));
 
 				/*
-				 * The origin which modified the row has been dropped. This
-				 * situation may occur if the origin was created by a
-				 * different apply worker, but its associated subscription and
-				 * origin were dropped after updating the row, or if the
-				 * origin was manually dropped by the user.
+				 * The origin that modified this row has been removed. This
+				 * can happen if the origin was created by a different apply
+				 * worker and its associated subscription and origin were
+				 * dropped after updating the row, or if the origin was
+				 * manually dropped by the user.
 				 */
 				else
 					appendStringInfo(&err_detail, _("Key already exists in unique index \"%s\", modified by a non-existent origin in transaction %u at %s."),
@@ -221,7 +222,7 @@ errdetail_apply_conflict(ConflictType type, EState *estate,
 				appendStringInfo(&err_detail, _("Updating the row that was modified by a different origin \"%s\" in transaction %u at %s."),
 								 origin_name, localxmin, timestamptz_to_str(localts));
 
-			/* The origin which modified the row has been dropped */
+			/* The origin that modified this row has been removed. */
 			else
 				appendStringInfo(&err_detail, _("Updating the row that was modified by a non-existent origin in transaction %u at %s."),
 								 localxmin, timestamptz_to_str(localts));
@@ -229,7 +230,7 @@ errdetail_apply_conflict(ConflictType type, EState *estate,
 			break;
 
 		case CT_UPDATE_MISSING:
-			appendStringInfo(&err_detail, _("Did not find the row to be updated."));
+			appendStringInfo(&err_detail, _("Could not find the row to be updated."));
 			break;
 
 		case CT_DELETE_DIFFER:
@@ -240,7 +241,7 @@ errdetail_apply_conflict(ConflictType type, EState *estate,
 				appendStringInfo(&err_detail, _("Deleting the row that was modified by a different origin \"%s\" in transaction %u at %s."),
 								 origin_name, localxmin, timestamptz_to_str(localts));
 
-			/* The origin which modified the row has been dropped */
+			/* The origin that modified this row has been removed. */
 			else
 				appendStringInfo(&err_detail, _("Deleting the row that was modified by a non-existent origin in transaction %u at %s."),
 								 localxmin, timestamptz_to_str(localts));
@@ -248,7 +249,7 @@ errdetail_apply_conflict(ConflictType type, EState *estate,
 			break;
 
 		case CT_DELETE_MISSING:
-			appendStringInfo(&err_detail, _("Did not find the row to be deleted."));
+			appendStringInfo(&err_detail, _("Could not find the row to be deleted."));
 			break;
 	}
 
@@ -268,12 +269,11 @@ errdetail_apply_conflict(ConflictType type, EState *estate,
 }
 
 /*
- * Helper function to build the additional details after the main DETAIL line
- * that describes the values of the conflicting key, existing local tuple,
- * remote tuple and replica identity columns.
+ * Helper function to build the additional details for conflicting key,
+ * existing local tuple, remote tuple, and replica identity columns.
  *
  * If the return value is NULL, it indicates that the current user lacks
- * permissions to view all the columns involved.
+ * permissions to view the columns involved.
  */
 static char *
 build_tuple_value_details(EState *estate, ResultRelInfo *relinfo,