Given $n \in \mathbb{N}$ and $V \subseteq \{0,1\}^n$, can properties of $V$ with respect to the vector space $\mathbb{R}^n$ (not $\mathbb{Z}_2^n$),
- $V$ is linearly independent
- $\dim \mathrm{span} V = n$,
be characterized as properties of the poset $(V, \preceq)$ such that
$$\forall v,w \in \{0,1\}^n: \quad (v_1, \ldots, v_n) \preceq (w_1, \ldots, w_n) \quad \Leftrightarrow \quad \forall j \in [n]:\ v_j \leq w_j \enspace ,$$
a subposet of the lattice $(\{0,1\}^n, \preceq) := L$?
Motivation: The canonical basis consists of the atoms of $L$. The hierarchical basis is a chain in (the Hasse diagram of) $L$.