Twitter-NER is a project mainly written in ..., it's free.
Alan Ritter Sam Clark
System Requirements: -32 bit OS w/ Linux directory paths
Usage (from the root of the project):
export TWITTER_NLP=pwd
cat test.1k.txt | python python/ner/extractEntities2.py