1 Introduction
Let K be a number field of degree $n:=[K:\mathbb {Q}]$ , and let ${\mathfrak {o}}_{K}$ be its maximal order. The trace-zero module of ${\mathfrak {o}}_{K}$ is the $ \mathbb {Z}$ -submodule of ${\mathfrak {o}}_{K}$ given by the Kernel of the trace map, i.e., ${\mathfrak {o}}_{K}^{0}=K^{0} \cap {\mathfrak {o}}_{K}$ , where $K^{0}:= \{ x \in K : \mathrm {Tr}_{K/\mathbb {Q}}(x)=0 \}.$ The integral trace-zero form of K is the isometry class of the rank ( $n-1$ ) quadratic $ \mathbb {Z}$ -module $\langle {\mathfrak {o}}_{K}^{0}, \mathrm {Tr}_{K/ \mathbb {Q}}()_{{\mathfrak {o}}_K} \rangle $ given by restricting the trace pairing from ${\mathfrak {o}}_{K} \times {\mathfrak {o}}_{K}$ to ${\mathfrak {o}}_{K}^{0} \times {\mathfrak {o}}_{K}^{0}.$ For K of degree $n=1,2$ , it is clear, by checking the discriminant, that the isometry class of the quadratic module $\langle {\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\rangle $ determines the field K. For general degrees, this is not the case (see, for instance, [Reference Mantilla-Soler7, Section 3]). However, recently, the second-named author and one of his coauthors have shown that for square-free discriminants, with some extra conditions on the signature and the degree, the integral trace-zero form determines the conjugacy class of the field.
Theorem 1.1 [Reference Mantilla-Soler and Rivera11, Theorem 2.13]
Suppose that K is a degree n totally real number field, of fundamental discriminant d, such that $\gcd (n,d)=1$ . If $( \mathbb {Z}/n \mathbb {Z})^{*}$ is cyclic, then $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\right>$ is a complete invariant for K. In other words, for any number field L, we have that
In contrast to the above result in the case of Galois number fields of prime degree $\ell =n$ , the integral trace-zero form does not discriminate beyond the discriminant. Moreover, in such a case, the integral trace-zero form is isometric to the root lattice $\mathbb {A}_{\ell -1}$ times a constant defined solely in terms of the discriminant. Recall that for a given positive integer m, the root lattice $\mathbb {A}_{m}$ is the m-dimensional lattice associated with the quadratic form
or equivalently with a Gram matrix in some basis given by
Given an integer d, let $\mathrm {rad}(d)$ be the square-free integer that has the same signature and the same prime factors as d.
Theorem 1.2 [Reference Mantilla and Monsurrò6, Theorem 2.9]
Let $\ell $ be a prime, and let K be a $ \mathbb {Z}/\ell \mathbb {Z}$ -number field of discriminant $\mathfrak {d}(K)$ . Suppose that $\gcd (\ell , \mathfrak {d}(K))=1$ . Then, the Gram matrix of $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\right>$ with respect to some basis is equal to
In particular, if L is a $ \mathbb {Z}/\ell \mathbb {Z}$ -number field with $\gcd (\ell , \mathfrak {d}(L))=1$ , then
Remark 1.3 Note that the condition $\gcd (\ell , \mathfrak {d}(K))=1$ is equivalent to say that the field K is tame, i.e., that there is no rational prime that is wildly ramified in K.
The purpose of this paper is to generalize the result above to general cyclic number fields of arbitrary degree. Our main theorem is the following.
Theorem (cf. Theorem 2.10)
Let $m \neq 1$ be a positive integer, and let K be a $ \mathbb {Z}/m \mathbb {Z}$ -number field of discriminant $\mathfrak {d}(K)$ . Suppose that K is tame. There exists a matrix $A(\mathfrak {d}(K)) \in \mathrm {M}_{(m-1) \times (m-1)}( \mathbb {Z})$ depending only on $\mathfrak {d}(K)$ such that the Gram matrix of
with respect to some basis is equal to
In particular, if L is a tame $ \mathbb {Z}/m \mathbb {Z}$ -number field, then
Remark 1.4 In the case that $m=\ell $ is a prime number, $A(\mathfrak {d}(K))=\mathrm {rad}(\mathfrak {d}(K))\mathcal {A}_{\ell -1}$ . Hence, the construction here directly generalizes the results in [Reference Mantilla and Monsurrò6].
1.1 The shape
Another quadratic invariant, with a more geometric interpretation and closely related to the trace zero form, that has been studied by several authors is the shape of K. Endow K with the real-valued $\mathbb {Q}$ -bilinear form $b_K$ whose associated quadratic form is given by
The shape of K, denoted by $\textrm {Sh}(K)$ , is the isometry equivalence class of $ ({\mathfrak {o}}_ K^{\bot },b_K)$ up to scalar multiplication, where ${\mathfrak {o}}_ K^{\bot }$ is the image of ${\mathfrak {o}}_K$ under the projection map, $\alpha \mapsto \alpha _{\bot }:=n\alpha - \mathrm {Tr}_{K/\mathbb {Q}}(\alpha )$ , i.e.,
Thus, $\textrm {Sh}(K)=\textrm {Sh}(L)$ if and only if $({\mathfrak {o}}_K^{\bot },b_K) \simeq ({\mathfrak {o}}_L^{\bot }, \lambda b_L) $ for some $\lambda \in \mathbb {R}^{*}$ . Equivalently, $\mathrm {Sh}(K)$ can be thought as the $(n-1)$ -dimensional lattice inside $ \mathbb {R}^{n}$ , via the Minkowski embedding, that is the orthogonal complement of $1$ and that is defined up to reflection, rotations, and scaling by $ \mathbb {R}^{*}$ . Hence, Sh(K) corresponds to an element to the space of shapes
The distribution of shapes of number fields in $\mathcal {S}_{n}$ has been the subject of interesting current research (see [Reference Bhargava and Harron1, Reference Harron3, Reference Harron4, Reference Mantilla and Monsurrò6]). It turns out that, for cyclic real number fields, the Shape is determined by the discriminant, moreover:
Theorem (cf. Theorem 2.14)
Let m be a positive integer, and let K and L be two totally real tame $ \mathbb {Z}/m \mathbb {Z}$ -number fields. Then, the following are equivalent:
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(a) $\left <{\mathfrak {o}}_K , \mathrm {Tr}_{K / {\mathbb {Q}}} ()\right> \simeq \left <{\mathfrak {o}}_L , \mathrm {Tr}_{L / {\mathbb {Q}}} () \right>.$
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(b) $({\mathfrak {o}}_K^{\bot },b_K) \simeq ({\mathfrak {o}}_L^{\bot }, b_L).$
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(c) $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\right> \simeq \left <{\mathfrak {o}}_L^{0} , \mathrm {Tr}_{L / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_L}\right>.$
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(d) $\mathfrak {d}(K)= \mathfrak {d}(L)$ .
2 The trace-zero module
In this section, we study the behavior of the trace-zero module of tamely ramified cyclic number fields and the connection with their discriminant. The main goal is to extend some results about trace-zero modules developed in [Reference Mantilla and Monsurrò6, Reference Mantilla-Soler7].
Definition 2.1 Let K be a number field, and let ${\mathfrak {o}}_K$ be its maximal order. The trace-zero module ${\mathfrak {o}}_K^{0}$ is defined as
Lemma 2.1 Let K be a tamely ramified cyclic number field of degree m. Let $\sigma \in \text {Gal}(K / {\mathbb {Q}})$ be a generator of the Galois group. Suppose $B:=\{ {e}_{1},\ldots , {e}_{m}\}$ is a normal integral basis for ${\mathfrak {o}}_K$ , i.e., an integral basis such that $\sigma ({e}_{m}) ={e}_{1}$ and $\sigma ({e}_{j}) ={e}_{j+1}$ for $1 \leq j \leq m-1$ . Then, $B_{0}:=\{ {e}_1 - {e}_2, {e}_2 - {e}_3, \dots , {e}_{m-1} - {e}_{m}\}$ is an integral basis for ${\mathfrak {o}}_K^{0}$ .
Proof Since B is a normal basis, each element ${e}_j - {e}_{j+1}$ of $B_{0}$ belongs to ${\mathfrak {o}}_K^{0}$ . On the other hand, thanks to Hilbert’s 90, if $u \in K$ is such that $ \mathrm {Tr}_{K / {\mathbb {Q}}}(u) = 0$ , then there exist $b \in K$ such that $u = b - \sigma (b)$ . Therefore, if $u \in {\mathfrak {o}}_K^{0}$ , then
for some $c_i \in {\mathbb {Q}}$ . Since $u \in {\mathfrak {o}}_K$ , we must have $c_{j+1} - c_j \in {\mathbb {Z}}$ for $j = 0, 1, \dots , (m-1)$ , where we define $c_0 := c_{m}$ . Moreover, since
by rearranging, we obtain
By ranks, we conclude that $\{ {e}_1 - {e}_2, {e}_2 - {e}_3, \dots , {e}_{m-1} - {e}_{m} \}$ is an integral basis for ${\mathfrak {o}}_{K}^0.$
2.1 A Gram matrix representation of the trace-zero form
In this section, we use a trace-zero basis, coming from a normal integral basis as in the previous section, to find a canonical Gram matrix for the integral trace zero form.
Lemma 2.2 Let K be a number field of degree m, and let $G_K := {\mathbb {Z}} + {\mathfrak {o}}_K^{0}$ . We have
Proof By the isomorphism theorem on groups, the result follows from:
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• The group $G_K$ is a subgroup of ${\mathfrak {o}}_K$ that contains the Kernel of the trace map.
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• The image of $G_K$ under the trace is equal to $m{\mathbb {Z}}$ .
Corollary If K is a tamely ramified number field of degree m, then
Proof Since K is tamely ramified, by [Reference Narkiewicz12, Corollary 5 to Theorem 4.24],
Using this, the result follows from Lemma 2.2.
Theorem 2.4 Let K and L be tamely ramified cyclic number fields of degree m. Then,
Proof Suppose that $ \left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\right> \simeq \left <{\mathfrak {o}}_L^{0} , \mathrm {Tr}_{L / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_L} \right> $ . Since the decomposition of $G_{K}={\mathbb {Z}} + {\mathfrak {o}}_K^{0}$ (resp. $G_{L}={\mathbb {Z}} + {\mathfrak {o}}_L^{0}$ ) is an orthogonal decomposition with respect to the trace pairing, we have the following equalities between determinants of the trace in the respective modules:
Since
the result follows thanks to Corollary 2.3.
On the other hand, if $\mathfrak {d}(K) = \mathfrak {d}(L)$ , then, by [Reference Mantilla-Soler and Bolaños9, Theorems 4.2 and 4.5], there exist normal integral bases $B:=\{ {e}_{1},\ldots , {e}_{m}\}$ and $B':=\{ {e}^{\prime }_{1},\ldots , {e}^{\prime }_{m}\}$ of ${\mathfrak {o}}_K$ and ${\mathfrak {o}}_L$ , respectively, such that $\left <{\mathfrak {o}}_K , \mathrm {Tr}_{K / {\mathbb {Q}}} ()\right> $ and $ \left <{\mathfrak {o}}_L , \mathrm { Tr}_{L / {\mathbb {Q}}} () \right>$ are isometric via an isometry
such that $\gamma ({e}_{i})={e}^{\prime }_{i}$ for all $1 \leq i \leq m$ . It follows from Lemma 2.1 that such an isometry $\gamma $ restricts to an isometry between the quadratic modules $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\right>$ and $ \left <{\mathfrak {o}}_L^{0} , \mathrm {Tr}_{L / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_L} \right>$ .
Definition 2.2 Let m be a positive integer. For every d a positive divisor of m, we let $A_d$ be an $m \times m $ matrix defined as
Suppose that K is a tame cyclic number field of degree m. Theorems 4.2 and 4.5 of [Reference Mantilla-Soler and Bolaños9] state that there exists a normal integral basis B of ${\mathfrak {o}}_K$ such that the Gram matrix of $\left <{\mathfrak {o}}_K , \mathrm {Tr}_{K / {\mathbb {Q}}} ()\right> $ in such basis is equal to
where $a_d$ are integers given in Lemma 4.3 of [Reference Mantilla-Soler and Bolaños9] that only depend on the discriminant of K. For the reader’s convenience, see also Definition 2.5.
We devote the rest of this section to describe a similar canonical decomposition, i.e., a Gram matrix depending only on the discriminant of the field, for the trace-zero module $\left <{\mathfrak {o}}^{0}_K , \mathrm {Tr}_{K / {\mathbb {Q}}} ()\right> $ .
Let $n \ge 2$ be an integer. Then, we define $\mathbb {B}_n$ as the $n \times n$ matrix
In other words,
Proposition Let m be an integer bigger than $1$ , and let K be a degree m number field. Let M be the Gram Matrix of $ \left <{\mathfrak {o}}_K , \mathrm {Tr}_{K / {\mathbb {Q}}} ()\right> $ with respect to $\{ {e}_{1},\ldots , {e}_{m}\}$ , an integral basis of ${\mathfrak {o}}_K$ . Let $M_0$ be the Gram matrix of $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K^{0}} \right> $ with respect to $\{{e}_1 - {e}_2, {e}_2 - {e}_3, \dots , {e}_{m-1}- {e}_{m} \}$ . Then, $M_0$ is equal to $(\mathbb {B}_m^T M \mathbb {B}_m)_{(m,m)}$ , the $(m,m)$ minor of $\mathbb {B}_m^T M \mathbb {B}_m$ (the matrix obtained by deleting the last row and column).
Proof Let $i,j$ be integers such that $1\leq i,j < m$ . Then,
Corollary Let K be a tame cyclic number field of degree $m \neq 1$ . There exists a basis of ${\mathfrak {o}}_K^{0}$ such that the Gram matrix of $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K^{0}} \right> $ with respect to such basis is equal to the $(m,m)$ minor of
where the coefficients $a_d$ are given in Lemmas 3.7, 3.10, and 4.3 of [Reference Mantilla-Soler and Bolaños9] and depend solely on the discriminant of K. See also Definition 2.5.
Proof Since
the corollary is an immediate consequence of Proposition 2.5 and [Reference Mantilla-Soler and Bolaños9, Theorems 4.2 and 4.5].
2.1.1 The matrix $A(\mathfrak {d})$
Given a prime p, we denote by $v_{p}$ the usual p-adic valuation on the rationals.
Definition 2.3 Suppose that $m>0$ and $\mathfrak {d}$ are integers, and let p be a prime. Suppose that $m \neq v_{p}(\mathfrak {d})$ . The p-ramification index of $\mathfrak {d}$ is the rational number defined as
Remark 2.7 The above definition is motivated by the following fact: If K is a Galois number field of degree m and discriminant $\mathfrak {d}$ , then $e_{p}(\mathfrak {d})$ is the ramification index of p in K for any prime p that is not wildly ramified in K.
Definition 2.4 Let $m>1$ and $\mathfrak {d} \neq 0$ be integers. Let $\mathrm {div}(\mathfrak {d})$ be the set of prime divisors of $\mathfrak {d}$ . Let $1 = d_1 < d_2 < \dots < d_{\tau (m)} = m$ be the set of positive divisors of m. Let
and for every $\vec {v} \in P(m)$ , let
and for every divisor d of m, let
If $d>1$ is a divisor of m, let
and
Definition 2.5 Let $m>0$ and $\mathfrak {d}$ be integers. For d, a divisor of m not equal to $1$ , we let
and let $a_1 := \prod \limits _{p \in \mathrm {div}(\mathfrak {d})} p $ . Let $A(\mathfrak {d})$ be the $(m-1)\times (m-1)$ matrix defined as
where $\displaystyle \widehat {A}_{d}:= \left (\mathbb {B}_m^T A_d \mathbb {B}_m \right )_{(m,m)}.$
Example 2.8 Let $m=9$ and $\mathfrak {d}= 9,644,443,241,083,841,416,681= 7^{6}\cdot 13^{6}\cdot 19^{8}.$ Here, the set of positive divisors of m is $1<3<9$ and $\mathrm {div}(\mathfrak {d})= \{7,13, 19\}$ . Hence, $P(9)$ is the subset of ${\mathbb {Z}}^{2}$ given by
and thus
On the other hand, $e_{7}(\mathfrak {d})=3, e_{13}(\mathfrak {d})=3$ , and $e_{19}(\mathfrak {d})=9$ . Thus, $\mathbb {P}_3=\{7,13\}$ and $\mathbb {P}_9=\{19\}.$ Therefore, $w_{3}=91, f_{3}=30$ , and $w_{9}=19, f_{9}=2$ . From this, we calculate that
moreover, $a_{1}=7\cdot 13\cdot 19=1,729.$ Since $A_{1}$ is the identity matrix of dimension $9$ , we have that
In other words,
Example 2.9 Suppose that $m=\ell $ is a prime number. In such case,
Now, we are in position to state and prove one of the main theorems in the paper.
Theorem 2.10 Let m be an integer not equal to $1$ , and let K be a tame $ \mathbb {Z}/m \mathbb {Z}$ -number field of discriminant $\mathfrak {d}(K)$ . There exists a ${\mathbb {Z}}$ -basis of ${\mathfrak {o}}_K^{0}$ such that the Gram matrix of
with respect to such basis is equal to
In particular, if L is a tame $ \mathbb {Z}/m \mathbb {Z}$ -number field, then
Proof For each d divisor of m, let
be the $(m-1) \times (m-1)$ matrix obtained by erasing the last row and column of $\mathbb {B}_m^T A_d \mathbb {B}_m$ . By definition, all the entries in $A_m$ are equal to $1$ , and hence the columns of $\mathbb {B}_m$ belong to $ \text {Ker}(A_m)$ . In particular, $\mathbb {B}_m^T A_m \mathbb {B}_m =0$ , and thus the result follows from Corollary 2.6 and [Reference Mantilla-Soler and Bolaños9, Theorems 4.2 and 4.5].
Example 2.11 There are four ${\mathbb {Z}}/9{\mathbb {Z}}$ -number fields with discriminant $\mathfrak {d}=7^{6}\cdot 13^{6}\cdot 19^{8}$ (see John Jones’ database [Reference Jones and Roberts5]). Since 3 is unramified in any of those fields, neither of the fields have wild ramification. Such fields are defined, respectively, by the following polynomials:
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• $x^9 - x^8 - 578x^7 - 1,855x^6 + 87,155x^5 + 310,749x^4 - 4,599,958x^3 - 6,198,626x^2 + 102,071,235x - 169,800,379$ .
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• $x^9 - x^8 - 578x^7 - 1,855x^6 + 87,155x^5 + 518,229x^4 - 2,594,318x^3 - 22,409,730x^2 - 36,985,319x - 7,889,903.$
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• $x^9 - x^8 - 578x^7 + 1,603x^6 + 88,884x^5 - 430,992x^4 - 3,668,027x^3 + 27,283,459x^2 - 40,339,579x - 7,447,279.$
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• $x^9 - x^8 - 578x^7 + 1,603x^6 + 88,884x^5 - 119,772x^4 - 5,379,737x^3 - 3,169,418x^2 + 113,584,646x + 256,187,183.$
Let $A(\mathfrak {d})$ be the matrix calculated in Example 2.8. It follows from Theorem 2.10 that for each of those fields, there is a basis of the trace-zero integral module such that all the Gram matrices of the trace form in that basis are equal to the matrix $A(\mathfrak {d})$ . This can be verified computationally, for instance, in MAGMA [Reference Bosma, Cannon and Playoust2], using the code found in [Reference Mantilla-Soler8, Section 3.1].
2.2 Another explicit description
In this subsection, we show that if we apply the results obtained here to the case $m=\ell $ , a prime, we recover the formulas obtained in [Reference Mantilla and Monsurrò6]. We also see how some of the polynomial descriptions of the trace-zero form of [Reference Mantilla and Monsurrò6] are extended to the general case of this paper.
Let n be a positive integer bigger than $1$ . The extended n-dimensional $\mathcal {A'}_n$ lattice is the lattice associated with the matrix
For any positive integer n, we denote by $1_{n}$ the $n\times n$ matrix with all its entries equal to $1$ and by $\mathrm {I}_{n}$ the identity matrix of dimension n
Lemma 2.12 Let m be an integer bigger than $1$ , and let $d\neq m$ be a positive divisor of m. Then,
Proof First notice that, for every $d|m$ , we have $\displaystyle A_d = 1_{d} \otimes \mathrm {I}_{\frac {m}{d}}.$ After doing block multiplication, the result follows from the definition of $\mathcal {A'}_n$ .
Applying Lemma 2.12 to the situation of Theorem 2.10, we deduce that the Gram matrix $M_0$ of $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K} \right> $ in the given basis has the form
If m is equal to a prime $\ell $ , then the above equation is simply
Since $a_1 = \mathrm {rad}(\mathfrak {d}(K))$ and $(\mathcal {A'}_{\ell })_{(\ell ,\ell )}$ is the usual $(\ell -1)$ -dimensional root lattice $\mathcal {A}_{\ell -1}$ , the equation $\displaystyle M_0 = (a_1 \mathcal {A'}_{\ell } )_{(\ell ,\ell )}$ is precisely [Reference Mantilla and Monsurrò6, Theorem 2.9].
An explicit polynomial description of the integral trace-zero form is the following.
Corollary Let K be a tame totally real cyclic number field of degree $m>1$ . Then,
is the lattice associated with the form
where
Proof Note that, for every $d|m$ and $d \neq m$ , we have
Then, the result follows from formula 2.1.
2.3 Equivalences on the shape of cyclic number fields
Finally, we show that for real cyclic fields, that have no wild ramification, the shape of the field is characterized by the discriminant. More specifically, we show the following theorem.
Theorem 2.14 Let m be a positive integer, and let K and L be two totally real tame $ \mathbb {Z}/m \mathbb {Z}$ -number fields. Then, the following are equivalent:
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(a) $\left <{\mathfrak {o}}_K , \mathrm {Tr}_{K / {\mathbb {Q}}} ()\right> \simeq \left <{\mathfrak {o}}_L , \mathrm {Tr}_{L / {\mathbb {Q}}} () \right>.$
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(b) $({\mathfrak {o}}_K^{\bot },b_K) \simeq ({\mathfrak {o}}_L^{\bot }, b_L).$
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(c) $\left <{\mathfrak {o}}_K^{0} , \mathrm {Tr}_{K / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_K}\right> \simeq \left <{\mathfrak {o}}_L^{0} , \mathrm {Tr}_{L / {\mathbb {Q}}} ()|_{{\mathfrak {o}}_L}\right>.$
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(d) $\mathfrak {d}(K)= \mathfrak {d}(L)$ .
Proof The equivalence between (c) and (d) is Theorem 2.4; however, this equivalence also follows from Theorem 2.10. The equivalence between (a) and (d) follows from [Reference Mantilla-Soler and Bolaños9, Theorems 4.2 and 4.5]. Since K and L are totally real, the bilinear forms $b_{K}$ and $b_{L}$ are just the corresponding trace forms. Hence, $(b) \Rightarrow (d)$ follows from [Reference Mantilla-Soler and Rivera11, Lemma 2.1]. To check the missing implication, we see that $(a) \Rightarrow (b)$ follows from [Reference Mantilla-Soler and Rivera10, Lemma 5.1]
Acknowledgment
We would like to thank the referee for the careful reading of the paper, and all of the helpful remarks and suggestions.