Readme spelling errors

README.md

@@ -22,17 +22,17 @@ of *Database*, so methods like #run and #foreach can be called directly from it.
 Currently the database consists of only one table called `words`, which has the following columns:
 
 * `word`. A `text` field that contains the dictionary word in its most basic form (without a prefix or suffix) i.e.
-'child' will appear but not 'children'. Note that spaces are related with underscore, e.g. "out_of_the_way".
+*child* will appear but not *children*. Note that spaces are replaced with underscores, e.g. *out_of_the_way*.
 For further information, have a look at the [WordNet documentation](http://wordnet.princeton.edu/wordnet/)
 
 * `definition`. A `text` field that contains a *gloss*, a string which which may contain a definition, one or more example
- sentences, or both. For example the `definition` field for implicit is the string *being without doubt or reserve; "implicit trust"*,
+ sentences, or both. For example the `definition` field for *implicit* is the string *being without doubt or reserve; "implicit trust"*,
  consisting of a definition and one example sentence.
 
-* `type`. Also a text field that contains a string indicating the type of word this row is. One of "adj", "adv", "noun", or "verb".
+* `type`. Also a text field that contains a string indicating the type of word this row is. Either "adj", "adv", "noun", or "verb".
 Note that types such as conjunctions and interjections are not part of the WordNet project so are not present in the database.
 
-* `rowid`. An `integer` field created automatically by SQLite. Correspends to the index of the word, so the first entry
+* `rowid`. An `integer` field created automatically by SQLite. Corresponds to the index of the word, so the first entry
 has a `rowid` of 1. However the words are in no particular order so this is not likely to be of any use.
 
 Here's a simple example usage of the database. See the [Example](#example) section for another example.