The meaning of a sentence depends on the context in which it is used w
ith other sentences. This results from the fact that several sentences
are usually integrated to form a context. To date, the study of conte
xt structure has been concerned mostly with the semantic relation betw
een the verbs (predicates) of the two sentences. It should be noted, h
owever, that even if the verbs are semantically related, the relation
may be felt to be unnatural and cannot be considered to form a context
when the relation called discourse factor, such as the relationship b
etween viewpoint, is not established. This study considers the context
construction problem from the viewpoint of the natural relation betwe
en sentences. For this purpose, the concept of observation is introduc
ed, this is an extension of viewpoint. Using that concept, it is shown
how the interpretation of the sentence is helped by the preceding sen
tence. Then, the application to the resolution of anaphora is discusse
d. In other words, the anaphora is resolved by establishing the natura
l relation between sentences. It is shown that the anaphora problem wh
ich has not been resolved by the past method can now be resolved. The
effectiveness of the anaphora resolution considered in this study is v
erified by examining actual examples.