An approach to Unified Field Theory (UFT) is developed as a way to establish quantum field theory (QFT) on background of covariant differential calculus. A dual object, couple of spinor-like fields consisting of a covariant and contra-variant function (dual s-field, DSF) is considered to represent matter in a real n-dimensional unified manifold (UM). As a proposition in context of interpretation, the manifold unifies space-time coordinates and non-gauge fields of QFT as an aggregate of independent variables. DSF is considered a primary fundamental object of UM based on isomorphism and irreducibility principles. Based on extreme action principle, system of covariant differential equations for DSF, affine s-tensor (connection object, AST) and dual couple of triadic s-tensors, split metric is derived. Riemann-Christoffel curvature form (RCF) is recognized as covariant derivative of affine s-tensor. Scalar Lagrangian form is composed based on principles of irreducibility and conformal invariance. It consists of a matter part and geometry part. Matter scalar is structured as binary form on DSF and its covariant derivatives, drawing the split metric. Geometry scalar is structured as bundle of non-simplified RCF with an s-tensor form built as binary form on the split metric. Metric tensor is inquired for invariant integration of scalar forms. It is composed as binary bundle of the split metric. Type of manifold geometry is not chosen in advance, neither in local (dimensionality, signature) or regional (topology) aspects. No fundamental constants are introduced. Euler-Lagrange equations for DSF are considered to play role of Schrödinger-Dirac equation of UM. Principles of establishing the UM dimensionality, correspondence to QFT and General Relativity, and aspects of possible asymptotic deductions of the model to these theories will be discussed.