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@@ -1,4 +1,4 @@
-[[https://github.com/tinkerpop/gremlin/raw/master/doc/images/gremlin-pipe.png|float|align=left]] Gremlin comes with a collection of predefined steps. Gremlin steps map to a particular @Pipe@ in "Pipes":http://pipes.tinkerpop.com. A @Pipe<S,E>@ extends @Iterator<E>@ and @Iterable<E>@. It takes an object of type @S@ and emits and object of type @E@. Chaining pipes together creates a @Pipeline@. In essence, Gremlin is a "DSL":http://en.wikipedia.org/wiki/Domain-specific_language for constructing @Pipeline@ objects. Finally, be sure to look at [[User Defined Steps]] to learn how to define your own custom steps.
+[[https://github.com/tinkerpop/gremlin/raw/master/doc/images/gremlin-pipe.png|float|align=left]] Gremlin comes with a collection of predefined steps. Gremlin steps map to a particular @Pipe@ in "Pipes":http://pipes.tinkerpop.com. A @Pipe<S,E>@ extends @Iterator<E>@ and @Iterable<E>@. It takes an object of type @S@ and emits an object of type @E@. Chaining pipes together creates a @Pipeline@. In essence, Gremlin is a "DSL":http://en.wikipedia.org/wiki/Domain-specific_language for constructing @Pipeline@ objects. Finally, be sure to look at [[User Defined Steps]] to learn how to define your own custom steps.
 
 h1. Step Library
 
@@ -102,4 +102,4 @@ h2. Branch-Based Steps
 h3. Notes
 
   * If a pipe's argument is postfixed with a @?@, then the argument is optional. When no argument is provided, a reasonable default argument is created.
-  * If you come up a with a generally useful step/pipe and would like to include it into the main Gremlin distribution, please make an "issue":https://github.com/tinkerpop/gremlin/issues or provide the appropriate pull request.
+  * If you come up a with a generally useful step/pipe and would like to include it into the main Gremlin distribution, please make an "issue":https://github.com/tinkerpop/gremlin/issues or provide the appropriate pull request.