How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
The matrix, left and right radicals, rank, and nondegeneracy of a bilinear form on a finite-dimensional space
Definition
Let be a bilinear form on an -dimensional vector space , and let be an ordered basis. The matrix of in is
For coordinate columns and , one has .
The left radical and right radical are
The rank of is the rank of the associated map , . The form is nondegenerate when both radicals are zero. In finite dimension this is equivalent to being an isomorphism, and also to being invertible.
Depends on
Bilinear forms on correspond linearly and bijectively to linear maps
The dual family of a finite basis is a basis of the dual space, with the same dimension
Coordinate columns and matrices of linear maps relative to ordered bases
Rank and nullity of a linear map with finite-dimensional domain
Rank-nullity:
A square matrix is invertible exactly when its multiplication map is a linear isomorphism; matrices preserve inverses of linear isomorphisms