Text: She was chagrined at The Nation 's recent publication of a column by conservative education activist Ron Unz arguing that liberal education reform has been an unmitigated failure.
Entailment: She did not like the column by Ron Unz.
Contradiction: She agrees that liberal education reform has been an unmitigated failure.