While viewing the handle in administrator / edit item / item bitstreams / 
HammonsJ_2012-2_BODY.pdf.txt [view], I can verify that the PDF was 
appropriately converted to text and the unique words I see in the file 
aren't being found using search.

If the indexed content via filter-media is truly supposed to automatically 
get the index updated, I am at a loss for why or how a search for any given 
word via "All of dspace" doesn't have this item appear in the search 
results. But there are a few other items that also include the search term 
(in full-text) which were found!

I just re-ran *index-discovery -b* and the item was included in the Log:
INFO  org.dspace.discovery.SolrServiceImpl @ Wrote Item: 123456789/196004 
to Index

Can there be any reason why the full text wasn't included when this line of 
code ran? I see the bitstream .pdf.txt in the admin view after all.
Is there a way for the index to get built but not be the one in use? When I 
execute a command to drop the index the application loses all searching so 
I doubt that is happening...
Can certain collections have features that keep them from getting properly 
added to the index?
Do the authorizations or permissions for an item or collection have any say 
on whether an item can get found from the search functionality?
Are there flags that can exist to prevent an item from being full-text 
searchable?

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