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The given augmented matrices represent linear systems of equations. Basic variables are identified as leading variables with pivots in row-echelon form. Pivots are the first non-zero entry in each row. The first matrix has two pivots in columns one and three, leading to X sub one, X sub two, and X sub three as basic variables. The fourth column represents constants. Free variables are those without pivots.