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We prove a strengthened form of a conjecture of Sun on a determinant attached to a binary quadratic form. Let and let . If is composite, then with no condition on and . If is prime, the same congruence holds whenever the Legendre symbol is . For composite , a polynomial determinant is divisible by two Vandermonde factors; after specialisation, their product already yields the required square divisor. For prime , we estimate the rank of the matrix modulo . The required rank defect follows from a coefficient cancellation obtained from the involution on and the condition .

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