Github user ejwhite922 commented on a diff in the pull request:
    --- Diff: extras/rya.manual/src/site/markdown/ ---
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    +[comment]: # Licensed to the Apache Software Foundation (ASF) under one
    +[comment]: # or more contributor license agreements.  See the NOTICE file
    +[comment]: # distributed with this work for additional information
    +[comment]: # regarding copyright ownership.  The ASF licenses this file
    +[comment]: # to you under the Apache License, Version 2.0 (the
    +[comment]: # "License"); you may not use this file except in compliance
    +[comment]: # with the License.  You may obtain a copy of the License at
    +[comment]: # 
    +[comment]: #
    +[comment]: # 
    +[comment]: # Unless required by applicable law or agreed to in writing,
    +[comment]: # software distributed under the License is distributed on an
    +[comment]: # KIND, either express or implied.  See the License for the
    +[comment]: # specific language governing permissions and limitations
    +[comment]: # under the License.
    +# Rya Streams
    +Introduced in 3.2.12
    +## Disclaimer
    +This is a Beta feature. We do not guarantee newer versions of Rya Streams
    +will be compatible with this version. You may need to remove all of your
    +queries and their associated data from your Rya Streams system and then 
    +reprocess them using the upgraded system.
    +# Table of Contents
    +- [Introduction](#introduction)
    +- [Architecture](#architecture)
    +- [Quick Start](#quick-start)
    +- [Use Cases](#use-cases)
    +- [Future Work](#future-work)
    +<div id='introduction'/>
    +## Introduction 
    +Rya Streams is a system that processes SPARQL queries over streams of RDF 
    +Statements that may have Visibilities attached to them. It does this by 
    +utilizing Kafka as a data processing platform.
    +There are three basic building blocks that the system depends on:
    +* **Streams Query** - This is a SPARQL query that is registered wth Rya 
    +  It is associated with a specific Rya instance because that Rya instance 
    +  determines which Statements the query will evaluate. It has an ID that 
    +  uniquely identifies it across all of the queries that are managed by the 
    +  system, whether or not the system should be processing it, and whether 
or not 
    +  the results of the query needs to be inserted back into the Rya instance 
    +  source statements come from.
    +* **Query Change Log** - A list of changes that have been performed to the
    +  Streams Queries of a specific Rya Instance. This log contains the 
    --- End diff --
    There's an extra space that should be removed after "absolute" that's 
generating a new line.


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