For example, with a large enough corpus, a distant supervision system may find that patterns in the sentence S1 strongly correlate with seed facts of birthPlace whereas patterns in S2 do not qualify as a strong indicator.
intuitively the quality of distant supervision should improve as we use larger corpora.