The research results show that spatial entities can be extracted with a good accuracy, however, spatial relation extraction is still challenging (Kordjamshidi et al., 2017a;Pustejovsky et al., 2015).
when the sentences convey more than one relationship, finding the right links between the spatial objects and spatial prepositions becomes difficult.