In many applications a linear time ontology may not be useful. There are many domains where a reasoning with partially ordered objects is important (e.g., distributed programming, controlling versions of documents, or reasoning with a object-hierarchy). We have studied the algebra of incomplete constraints between such partially ordered entities and developed algorithms for constraint propagation in such a domain.