Think this will work:
* item 1
** item a +
paragraph 1 inside item a
+
--
*** item a.1 inside paragraph 1 inside item a +
paragraph a.1 inside item a.1
*** item a.2 inside paragraph 1 inside item a +
paragraph a.2 inside item a.1
--
+
paragraph 2 inside item a
** item b +
paragraph 1 inside item b
* item 2
Tested with Asciidoctor .1.5.6.1