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Python

Result:

$ python mksentence.py
infringement lecture attainment
Produce more? (Y/N)y
impeachment recoup ornament
Produce more? (Y/N)y
maladjustment edit discouragement
Produce more? (Y/N)y
embellishment guest punishment
Produce more? (Y/N)y
settlement section escapement
Produce more? (Y/N)y
segment withhold recruitment
Produce more? (Y/N)

I used the word list from here Find words containing every vowel

Some more rules can be added. For example, if a word ending with "ness" and the word also exist in set without the suffix, then it's a noun.

Source code:

#!/usr/bin/env python
# vim: set fileencoding=utf-8 ts=4 sw=4 tw=72 :
 
from __future__ import (unicode_literals, absolute_import,
 division, print_function)
import random 
if __name__ == "__main__": 
 filename = 'corncob_lowercase.txt'
 noun = set()
 verb = set()
 whole_words_set = {word.rstrip() for word in open(filename)}
 for word in whole_words_set:
 if word.endswith('ment'):
 noun.add(word)
 elif word.endswith('ing'):
 if word[:-3] in whole_words_set:
 verb.add(word[:-3])
 elif word[:-3]+"e" in whole_words_set:
 verb.add(word[:-3]+"e")
 noun_list = list(noun)
 verb_list = list(verb)
 while True: 
 sentence = "%s %s %s" % (random.choice(noun_list),
 random.choice(verb_list),
 random.choice(noun_list)) 
 print(sentence)
 if input("Produce more? (Y/N)").lower() == "n":
 break