A real nonnegative normalized filter defines . In an energy eigenbasis, it multiplies each matrix element by . A Fourier cutoff at the spectral gap removes couplings between a unique ground state and excitations. The filtered terms still sum to , because the total Hamiltonian is unchanged by its own unitary time evolution. Each term commutes with the ground projector, but need not be minimized there.
In a telescoping local-shell decomposition, split the spectral filter integral at a time proportional to the shell distance. A Lieb-Robinson bound controls short times, while the two-sided almost-exponential spectral filter tail controls long times. Polynomial shell-weight growth then gives the displayed decay. The estimate is asymptotic at large distance; small shells retain the elementary operator-norm bound. The evenization of a nonnegative bandlimited filter can supply the two-sided tail from a one-sided existence statement.
If each local term is already minimized by the global ground state, subtract its minimum to obtain a positive operator. Nonnegative normalized spectral filtering of Hamiltonian terms preserves positivity and leaves the ground eigenvalue unchanged. Thus the same state minimizes every filtered term. This preserves frustration freeness but does not create it for an initially frustrated decomposition.
The condition makes a unique global ground state an eigenvector of every filtered term, but its termwise eigenvalues can exceed the corresponding minima. For example and commute with their sum. Their sum is uniquely minimized by , yet is lower on . Filtering leaves these commuting terms unchanged, so it cannot force frustration freeness.
Filter a fixed local term using a nested sequence of neighbourhood Hamiltonians , and call the results . The differences give a shell decomposition. When and , normalization gives and telescoping gives . Individual shell terms need not commute with the full ground projector.

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