1 Introduction
 In the early 70s, the model theory of c-nilpotent Lie algebras over an infinite field K was studied by Macintyre and Saracino, who showed that there is no model companion [Reference Macintyre19, Reference Macintyre and Saracino20]. Here, we consider the model theory of c-nilpotent Lie algebras over infinite fields and prove that there is a model companion. The difference consists in the language we use to encode these structures. Macintyre and Saracino viewed Lie algebras over K as structures in the usual one-sorted language of K-vector spaces enriched with a symbol for the Lie bracket, in which scalar multiplication is given by a unary function for each scalar in K. We circumvent their non-existence results by changing the language, introducing sorts K and V for the field and vector space, respectively, and encoding scalar multiplication as a binary function 
 $K \times V \to V$
. This was inspired by Granger’s approach to vector spaces equipped with a bilinear form over an algebraically closed field [Reference Granger13]. We axiomatize the model companion of the two-sorted theory of c-nilpotent Lie algebras over a field and we exhibit a language in which this theory has quantifier elimination.
$K \times V \to V$
. This was inspired by Granger’s approach to vector spaces equipped with a bilinear form over an algebraically closed field [Reference Granger13]. We axiomatize the model companion of the two-sorted theory of c-nilpotent Lie algebras over a field and we exhibit a language in which this theory has quantifier elimination.
 The primary tool that we use for proving elimination of quantifiers is the main theorem of [Reference d’Elbée, Müller, Ramsey and Siniora10], which proved that the class of c-nilpotent Lie algebras over a field K satisfies a natural version of free amalgamation. This result, based on earlier results of Baudisch [Reference Baudisch2] and of Maier [Reference Maier21], was immediately specialized to the case of a finite field 
 $K = \mathbb {F}_{p}$
, in which case c-nilpotent Lie algebras with
$K = \mathbb {F}_{p}$
, in which case c-nilpotent Lie algebras with 
 $c<p$
 correspond to c-nilpotent groups of exponent p via the Lazard correspondence. However, here we use this theorem in its full generality to analyze nilpotent Lie algebras in their own right. In addition to axiomatizing a model companion, this amalgamation result enables a treatment of c-nilpotent Lie algebras over arbitrary theories of fields, allowing us to give quantifier elimination relative to the field. As a key application, we show that ultraproducts of Fraïssé limits of finite c-nilpotent Lie algebras over
$c<p$
 correspond to c-nilpotent groups of exponent p via the Lazard correspondence. However, here we use this theorem in its full generality to analyze nilpotent Lie algebras in their own right. In addition to axiomatizing a model companion, this amalgamation result enables a treatment of c-nilpotent Lie algebras over arbitrary theories of fields, allowing us to give quantifier elimination relative to the field. As a key application, we show that ultraproducts of Fraïssé limits of finite c-nilpotent Lie algebras over 
 $\mathbb {F}_{p}$
, viewed naturally as two-sorted structures in this language, yield models of the theory of generic c-nilpotent Lie algebras over pseudo-finite fields. The proof of quantifier elimination parallels the proofs of recent quantifier elimination results for certain linear structures in [Reference Abd Aldaim, Conant and Terry1], [Reference Chernikov and Hempel7], and [Reference Kestner and Ramsey17].
$\mathbb {F}_{p}$
, viewed naturally as two-sorted structures in this language, yield models of the theory of generic c-nilpotent Lie algebras over pseudo-finite fields. The proof of quantifier elimination parallels the proofs of recent quantifier elimination results for certain linear structures in [Reference Abd Aldaim, Conant and Terry1], [Reference Chernikov and Hempel7], and [Reference Kestner and Ramsey17].
 The two-sorted theory of nilpotent Lie algebras offers an especially valuable case study for the emerging structure theory for NSOP
 $_{4}$
 theories. In [Reference d’Elbée, Müller, Ramsey and Siniora10], we included the following table, suggesting that nilpotent Lie algebras might play a role for NSOP
$_{4}$
 theories. In [Reference d’Elbée, Müller, Ramsey and Siniora10], we included the following table, suggesting that nilpotent Lie algebras might play a role for NSOP
 $_{4}$
 analogous to that played by vector spaces with bilinear forms over finite and algebraically closed fields in simple and NSOP
$_{4}$
 analogous to that played by vector spaces with bilinear forms over finite and algebraically closed fields in simple and NSOP
 $_{1}$
 theories, respectively.
$_{1}$
 theories, respectively.

 Recently, there has emerged something like a ‘standard method’ for showing that a theory is NSOP
 $_{4}$
, which proceeds by first establishing that the theory has a stationary independence relation coming from a notion of free amalgamation. First developed by Patel [Reference Patel24], this approach has been systematized by Conant [Reference Conant8] and generalized further by Mutchnik [Reference Mutchnik23]. It was applied in [Reference Johnson and Ye14] and in [Reference d’Elbée, Müller, Ramsey and Siniora10] to show that curve-excluding fields and generic c-nilpotent groups of exponent p are NSOP
$_{4}$
, which proceeds by first establishing that the theory has a stationary independence relation coming from a notion of free amalgamation. First developed by Patel [Reference Patel24], this approach has been systematized by Conant [Reference Conant8] and generalized further by Mutchnik [Reference Mutchnik23]. It was applied in [Reference Johnson and Ye14] and in [Reference d’Elbée, Müller, Ramsey and Siniora10] to show that curve-excluding fields and generic c-nilpotent groups of exponent p are NSOP
 $_{4}$
, respectively. This approach is, however, limited by the fact that there are theories with no stationary independence relations at all and there is considerable interest in developing tools for showing that such theories are NSOP
$_{4}$
, respectively. This approach is, however, limited by the fact that there are theories with no stationary independence relations at all and there is considerable interest in developing tools for showing that such theories are NSOP
 $_{4}$
. Very recently, some such methods were developed by Miguel Gomez to analyze certain
$_{4}$
. Very recently, some such methods were developed by Miguel Gomez to analyze certain 
 $3$
-tournaments in [Reference Miguel-Gómez22]. Although there is a stationary independence relation for the model companion of c-nilpotent Lie algebras, we observe that there is no such relation in the generic theory of c-nilpotent Lie algebras over pseudo-finite fields. As a consequence, we use a new approach which replaces stationarity by a version of the independence theorem, paralleling the generalization of non-forking independence from stable to simple theories. As a consequence, we are able to show that the generic theory of c-nilpotent Lie algebras over an NSOP
$3$
-tournaments in [Reference Miguel-Gómez22]. Although there is a stationary independence relation for the model companion of c-nilpotent Lie algebras, we observe that there is no such relation in the generic theory of c-nilpotent Lie algebras over pseudo-finite fields. As a consequence, we use a new approach which replaces stationarity by a version of the independence theorem, paralleling the generalization of non-forking independence from stable to simple theories. As a consequence, we are able to show that the generic theory of c-nilpotent Lie algebras over an NSOP
 $_{1}$
 field is NSOP
$_{1}$
 field is NSOP
 $_4$
. We suspect that this approach could be useful in future classification results.
$_4$
. We suspect that this approach could be useful in future classification results.
 As a final application, we show that the two-sorted model companion of c-nilpotent Lie algebras is c-dependent and 
 $(c-1)$
-independent, for all
$(c-1)$
-independent, for all 
 $c \geq 2$
. This follows the parallel result of [Reference d’Elbée, Müller, Ramsey and Siniora10] for c-nilpotent groups of exponent p, which combined quantifier elimination with the Composition Lemma of Chernikov and Hempel [Reference Chernikov and Hempel7] to conclude c-dependence, though the analysis of terms in this theory is more complicated, due to the interaction between the field and vector space sorts. For the
$c \geq 2$
. This follows the parallel result of [Reference d’Elbée, Müller, Ramsey and Siniora10] for c-nilpotent groups of exponent p, which combined quantifier elimination with the Composition Lemma of Chernikov and Hempel [Reference Chernikov and Hempel7] to conclude c-dependence, though the analysis of terms in this theory is more complicated, due to the interaction between the field and vector space sorts. For the 
 $c = 2$
 case, we are, moreover, able to conclude that the theory is NFOP
$c = 2$
 case, we are, moreover, able to conclude that the theory is NFOP
 $_{2}$
, a notion of ternary stability introduced by Terry and Wolf [Reference Terry and Wolf26], later developed as a k-ary notion, NFOP
$_{2}$
, a notion of ternary stability introduced by Terry and Wolf [Reference Terry and Wolf26], later developed as a k-ary notion, NFOP
 $_k$
, in [Reference Abd Aldaim, Conant and Terry1].
$_k$
, in [Reference Abd Aldaim, Conant and Terry1].
2 A two-sorted language for nilpotent Lie algebras
2.1 Lazard Lie algebras
Definition 2.1. A Lie algebra L over a field 
 $\mathbb {F}$
 is a vector space L over
$\mathbb {F}$
 is a vector space L over 
 $\mathbb {F}$
 equipped with a binary operation
$\mathbb {F}$
 equipped with a binary operation 
 $[\cdot ,\cdot ]:L\times L\to L$
, called a Lie bracket, satisfying the following properties for every
$[\cdot ,\cdot ]:L\times L\to L$
, called a Lie bracket, satisfying the following properties for every 
 $a,b,c\in L,$
 and
$a,b,c\in L,$
 and 
 $\mu \in \mathbb {F}$
:
$\mu \in \mathbb {F}$
: 
- 
•  $[a,a] = 0$
; (Alternativity) $[a,a] = 0$
; (Alternativity)
- 
•  $[a+b,c] = [a,c]+[b, c]$
, (Bilinearity) $[a+b,c] = [a,c]+[b, c]$
, (Bilinearity) $[a,b+c] = [a, b]+[a, c]$
, $[a,b+c] = [a, b]+[a, c]$
, $[\mu a,b]=\mu [a,b]=[a, \mu b]$
; $[\mu a,b]=\mu [a,b]=[a, \mu b]$
;
- 
•  $[a,[b, c]]+[b,[c, a]]+[c,[a, b]]=0$
. (Jacobi identity) $[a,[b, c]]+[b,[c, a]]+[c,[a, b]]=0$
. (Jacobi identity)
A subspace 
 $U\subseteq L$
 is called a Lie subalgebra of L if U is closed under the Lie bracket. Given two subsets
$U\subseteq L$
 is called a Lie subalgebra of L if U is closed under the Lie bracket. Given two subsets 
 $A,B$
 of L, we denote by
$A,B$
 of L, we denote by 
 $[A,B]$
 the vector span of
$[A,B]$
 the vector span of 
 $\left \{ {[a,b]\mid (a,b)\in A\times B} \right \}$
. A subalgebra
$\left \{ {[a,b]\mid (a,b)\in A\times B} \right \}$
. A subalgebra 
 $I\subseteq L$
 is called an ideal of L if
$I\subseteq L$
 is called an ideal of L if 
 $[I, L]\subseteq I$
.
$[I, L]\subseteq I$
.
We define inductively the lower central series of L as follows:
- 
•  $L_1 = L;$ $L_1 = L;$
- 
•  $L_{n+1} = [L_n,L] \textrm { for } n\geq 1.$ $L_{n+1} = [L_n,L] \textrm { for } n\geq 1.$
Note that each 
 $L_n$
 is an ideal of L. A Lie algebra L is nilpotent of class c if c is the least integer such that
$L_n$
 is an ideal of L. A Lie algebra L is nilpotent of class c if c is the least integer such that 
 $$\begin{align*}L = L_1\supseteq L_2\supseteq \ldots \supseteq L_c \supseteq L_{c+1} = 0.\end{align*}$$
$$\begin{align*}L = L_1\supseteq L_2\supseteq \ldots \supseteq L_c \supseteq L_{c+1} = 0.\end{align*}$$
Definition 2.2. A sequence of subalgebras 
 $(L_{i})_{1 \leq i \leq c+1}$
 is a Lazard series of a Lie algebra L if
$(L_{i})_{1 \leq i \leq c+1}$
 is a Lazard series of a Lie algebra L if 
 $$ \begin{align*}L = L_{1} \geq L_{2} \geq \ldots \geq L_{c+1} = 0 \end{align*} $$
$$ \begin{align*}L = L_{1} \geq L_{2} \geq \ldots \geq L_{c+1} = 0 \end{align*} $$
and
 $$ \begin{align*}[L_{i},L_{j}] \subseteq L_{i+j} \end{align*} $$
$$ \begin{align*}[L_{i},L_{j}] \subseteq L_{i+j} \end{align*} $$
for all 
 $i,j$
, where we stipulate
$i,j$
, where we stipulate 
 $L_k = 0$
 for all
$L_k = 0$
 for all 
 $k> c$
.
$k> c$
.
 Note that if L is a Lie algebra with a Lazard series 
 $(L_{i})_{1 \leq i \leq c+1}$
, then L must be of nilpotence class at most c. The lower central series is an example of a Lazard series.
$(L_{i})_{1 \leq i \leq c+1}$
, then L must be of nilpotence class at most c. The lower central series is an example of a Lazard series.
Definition 2.3. We define a Lazard Lie algebra (LLA) 
 $(L,\overline {L})$
 to be a Lie algebra L with a distinguished Lazard series
$(L,\overline {L})$
 to be a Lie algebra L with a distinguished Lazard series 
 $\overline {L} = (L_{i})_{1 \leq i \leq c+1}$
. We will not always explicitly display the Lazard series
$\overline {L} = (L_{i})_{1 \leq i \leq c+1}$
. We will not always explicitly display the Lazard series 
 $\overline {L}$
 when referring to an LLA
$\overline {L}$
 when referring to an LLA 
 $(L,\overline {L})$
, referring to it instead simply as L.
$(L,\overline {L})$
, referring to it instead simply as L.
Definition 2.4. Let 
 $A,B,C$
 be LLAs of nilpotency class at most c over a fixed field
$A,B,C$
 be LLAs of nilpotency class at most c over a fixed field 
 $\mathbb {F}$
 with embeddings
$\mathbb {F}$
 with embeddings 
 $f_0 :C\to A, g_0:C\to B$
. We say that the (at most) c-nilpotent LLA S over
$f_0 :C\to A, g_0:C\to B$
. We say that the (at most) c-nilpotent LLA S over 
 $\mathbb {F}$
 is a free amalgam of A and B over C if there are embeddings
$\mathbb {F}$
 is a free amalgam of A and B over C if there are embeddings 
 $f_1:A\to S$
,
$f_1:A\to S$
, 
 $g_1:B\to S$
 with
$g_1:B\to S$
 with 
 $f_1\circ f_0 = g_1\circ g_0$
 such that the following three conditions hold, for
$f_1\circ f_0 = g_1\circ g_0$
 such that the following three conditions hold, for 
 $A' = f_1(A), B' = g_1(B), C' = (f_1\circ f_0)(C)$
:
$A' = f_1(A), B' = g_1(B), C' = (f_1\circ f_0)(C)$
: 
- 
(1)  $S = \langle {A'B'} \rangle $
; $S = \langle {A'B'} \rangle $
;
- 
(2) (Strongness)  $A'\cap B' = C'$
; $A'\cap B' = C'$
;
- 
(3) (Freeness) for any at most c-nilpotent LLA D and any LLA homomorphisms  $f:A\to D$
 and $f:A\to D$
 and $g:B\to D$
, there exists a (unique) $g:B\to D$
, there exists a (unique) $h : S\to D$
 such that the following diagrams commute. $h : S\to D$
 such that the following diagrams commute. 
We denote the free amalgam S by 
 $A\otimes _C B$
 (the use of the definite article is justified because S is unique up to isomorphism, see [Reference d’Elbée, Müller, Ramsey and Siniora10, Remarks 4.15 and 4.16]).
$A\otimes _C B$
 (the use of the definite article is justified because S is unique up to isomorphism, see [Reference d’Elbée, Müller, Ramsey and Siniora10, Remarks 4.15 and 4.16]).
Definition 2.5. If 
 $A,B,C$
 are LLAs over a fixed field
$A,B,C$
 are LLAs over a fixed field 
 $\mathbb {F}$
 and are subalgebras of a common LLA over
$\mathbb {F}$
 and are subalgebras of a common LLA over 
 $\mathbb {F}$
, we define
$\mathbb {F}$
, we define 

where 
 $\langle X \rangle $
 denotes the LLA over
$\langle X \rangle $
 denotes the LLA over 
 $\mathbb {F}$
 generated by X.
$\mathbb {F}$
 generated by X.
Building off of earlier work of Baudisch [Reference Baudisch2], the following was established in [Reference d’Elbée, Müller, Ramsey and Siniora10]:
Fact 2.6 [Reference d’Elbée, Müller, Ramsey and Siniora10, Proposition 4.22, Corollary 4.40].
 The relation  satisfies symmetry, invariance, monotonicity, base monotonicity, stationarity, transitivity, full existence (for all
 satisfies symmetry, invariance, monotonicity, base monotonicity, stationarity, transitivity, full existence (for all 
 $A,B,C$
 there exists
$A,B,C$
 there exists 
 $A'\equiv _C A $
 such that
$A'\equiv _C A $
 such that  ). In other words,
). In other words,  is a stationary independence relation in the sense of [Reference Tent and Ziegler25].
 is a stationary independence relation in the sense of [Reference Tent and Ziegler25].
2.2 The two-sorted language
 We define a language 
 $\mathscr {L}_{K,V,c}$
 that has two sorts V and K. On V, there is a constant symbol
$\mathscr {L}_{K,V,c}$
 that has two sorts V and K. On V, there is a constant symbol 
 $0_{V}$
, binary functions
$0_{V}$
, binary functions 
 $V^{2} \to V$
 labelled
$V^{2} \to V$
 labelled 
 $+_{V}$
,
$+_{V}$
, 
 $-_{V}$
,
$-_{V}$
, 
 $[\cdot ,\cdot ]_{V}$
, and
$[\cdot ,\cdot ]_{V}$
, and 
 $c+1$
 unary predicates
$c+1$
 unary predicates 
 $P_{i}$
 for
$P_{i}$
 for 
 $1 \leq i \leq c+1$
. Additionally, for each n, we have an n-ary relation symbol
$1 \leq i \leq c+1$
. Additionally, for each n, we have an n-ary relation symbol 
 $\theta _{n}$
 on V. On K, there is the language of rings: constant symbols
$\theta _{n}$
 on V. On K, there is the language of rings: constant symbols 
 $0_{K}$
,
$0_{K}$
, 
 $1_{K}$
, and binary functions
$1_{K}$
, and binary functions 
 $K^{2} \to K$
 labelled
$K^{2} \to K$
 labelled 
 $+_{K}$
,
$+_{K}$
, 
 $-_{K}$
, and
$-_{K}$
, and 
 $\times _{K}$
. Additionally, there is a function symbol
$\times _{K}$
. Additionally, there is a function symbol 
 $\cdot : K \times V \to V$
 and for each n and
$\cdot : K \times V \to V$
 and for each n and 
 $1 \leq i \leq n$
, a function symbol
$1 \leq i \leq n$
, a function symbol 
 $\pi _{n,i} : V^{n+1} \to K$
. We write
$\pi _{n,i} : V^{n+1} \to K$
. We write 
 $\mathscr {L}_{K,V,c}^{-}$
 for the language
$\mathscr {L}_{K,V,c}^{-}$
 for the language 
 $\mathscr {L}_{K,V,c}$
 with the binary function
$\mathscr {L}_{K,V,c}$
 with the binary function 
 $[\cdot ,\cdot ]$
 removed. We will usually omit the subscripts on the function symbols on V and K, when they are understood from context.
$[\cdot ,\cdot ]$
 removed. We will usually omit the subscripts on the function symbols on V and K, when they are understood from context.
 We define an 
 $\mathscr {L}_{K,V,c}$
 theory
$\mathscr {L}_{K,V,c}$
 theory 
 $T_{0}$
 via the following axioms.
$T_{0}$
 via the following axioms. 
- 
(1) K is a field. 
- 
(2) V is a K-vector space, with scalar multiplication defined by the function  $\cdot : K \times V \to V$
. $\cdot : K \times V \to V$
.
- 
(3)  $[\cdot ,\cdot ]:V^{2} \to V$
 is an alternating K-bilinear map satisfying the Jacobi identity, i.e., defines a Lie algebra on V. $[\cdot ,\cdot ]:V^{2} \to V$
 is an alternating K-bilinear map satisfying the Jacobi identity, i.e., defines a Lie algebra on V.
- 
(4) Each  $P_{i}$
 is a vector subspace of V such that $P_{i}$
 is a vector subspace of V such that $(P_{i}(V))_{1 \leq i \leq c+1}$
 forms a Lazard series for the Lie algebra $(P_{i}(V))_{1 \leq i \leq c+1}$
 forms a Lazard series for the Lie algebra $(V,[\cdot ,\cdot ])$
, that is, we have and, additionally, $(V,[\cdot ,\cdot ])$
, that is, we have and, additionally, $$ \begin{align*}V = P_{1}(V) \supseteq P_{2}(V) \supseteq \ldots \supseteq P_{c}(V) \supseteq P_{c+1}(V) = 0, \end{align*} $$
for all $$ \begin{align*}V = P_{1}(V) \supseteq P_{2}(V) \supseteq \ldots \supseteq P_{c}(V) \supseteq P_{c+1}(V) = 0, \end{align*} $$
for all $$ \begin{align*}[P_{i}(V),P_{j}(V)] \subseteq P_{i+j}(V) \end{align*} $$ $$ \begin{align*}[P_{i}(V),P_{j}(V)] \subseteq P_{i+j}(V) \end{align*} $$ $1 \leq i,j \leq c+1$
 (where $1 \leq i,j \leq c+1$
 (where $P_{i+j}(V)$
 is understood to be the trivial subspace for all $P_{i+j}(V)$
 is understood to be the trivial subspace for all $i+j> c$
). $i+j> c$
).
- 
(5) The relation symbol  $\theta _{n}(v_{1}, \ldots , v_{n})$
 holds if and only if $\theta _{n}(v_{1}, \ldots , v_{n})$
 holds if and only if $v_{1}, \ldots , v_{n}$
 are linearly independent. If $v_{1}, \ldots , v_{n}$
 are linearly independent. If $v_{1}, \ldots , v_{n}$
 are linearly independent and w is in their span, then $v_{1}, \ldots , v_{n}$
 are linearly independent and w is in their span, then $\pi _{n,i}(v_{1}, \ldots , v_{n},w) = \alpha _{i}$
 where If the $\pi _{n,i}(v_{1}, \ldots , v_{n},w) = \alpha _{i}$
 where If the $$ \begin{align*} w = \sum_{j = 1}^{n} \alpha_{j}v_{j}. \end{align*} $$ $$ \begin{align*} w = \sum_{j = 1}^{n} \alpha_{j}v_{j}. \end{align*} $$ $v_{1}, \ldots , v_{n}$
 are not linearly independent, or if w is not in their span, we set $v_{1}, \ldots , v_{n}$
 are not linearly independent, or if w is not in their span, we set $\pi _{n,i}(v_{1}, \ldots , v_{n},w) = 0$
. We will refer to the functions $\pi _{n,i}(v_{1}, \ldots , v_{n},w) = 0$
. We will refer to the functions $\pi _{n,i}$
 as coordinate functions. $\pi _{n,i}$
 as coordinate functions.
Our goal is to axiomatize and study the model companion T of 
 $T_{0}$
. See [Reference Dobrowolski11, Section 2.2] for a discussion of why the coordinate functions are necessary for quantifier elimination, even in the reduct to the underlying two-sorted vector space. Note, however, that if
$T_{0}$
. See [Reference Dobrowolski11, Section 2.2] for a discussion of why the coordinate functions are necessary for quantifier elimination, even in the reduct to the underlying two-sorted vector space. Note, however, that if 
 $M {\vDash } T_{0}$
 and
$M {\vDash } T_{0}$
 and 
 $v_{1}, \ldots , v_{n} \in V(M)$
, it makes sense to say
$v_{1}, \ldots , v_{n} \in V(M)$
, it makes sense to say 
 $v_{1}, \ldots , v_{n}$
 are linearly independent, without specifying the field: since linear independence in a model
$v_{1}, \ldots , v_{n}$
 are linearly independent, without specifying the field: since linear independence in a model 
 $M {\vDash } T_{0}$
 is equivalent to
$M {\vDash } T_{0}$
 is equivalent to 
 $M {\vDash } \theta _{n}(v_{1}, \ldots , v_{n})$
, linear independence will be preserved in extensions to larger models of
$M {\vDash } \theta _{n}(v_{1}, \ldots , v_{n})$
, linear independence will be preserved in extensions to larger models of 
 $T_{0}$
.
$T_{0}$
.
 It will turn out that, in the model-companion of 
 $T_0$
, the field will be algebraically closed, since the model companion of the theory of all fields is ACF. More generally, we could consider Lie algebras over a field K which is not algebraically closed. If
$T_0$
, the field will be algebraically closed, since the model companion of the theory of all fields is ACF. More generally, we could consider Lie algebras over a field K which is not algebraically closed. If 
 $\mathscr {L}^{\dagger } \supseteq \mathscr {L}_{\mathrm {rings}}$
 is a language and
$\mathscr {L}^{\dagger } \supseteq \mathscr {L}_{\mathrm {rings}}$
 is a language and 
 $T^{\dagger }$
 is an
$T^{\dagger }$
 is an 
 $\mathscr {L}^{\dagger }$
-theory extending the theory of fields, we define
$\mathscr {L}^{\dagger }$
-theory extending the theory of fields, we define 
 $T_{0}^{+}$
 to be the theory (in the language
$T_{0}^{+}$
 to be the theory (in the language 
 $\mathscr {L}_{K,V,c}^+$
 which is
$\mathscr {L}_{K,V,c}^+$
 which is 
 $\mathscr {L}_{K,V,c}$
 together with
$\mathscr {L}_{K,V,c}$
 together with 
 $\mathscr {L}^{\dagger }$
 on the field sort) which extends
$\mathscr {L}^{\dagger }$
 on the field sort) which extends 
 $T_{0}$
 with axioms asserting
$T_{0}$
 with axioms asserting 
 $K {\vDash } T^{\dagger }$
.
$K {\vDash } T^{\dagger }$
.
2.3 Extension of scalars
 If V is a vector space over a field K and 
 $K'/K$
 is a field extension, then the extension of scalars of V to
$K'/K$
 is a field extension, then the extension of scalars of V to 
 $K'$
 is the
$K'$
 is the 
 $K'$
-vector space
$K'$
-vector space 
 $K' \otimes _{K} V$
. A set of vectors in V which are linearly independent (over K) will remain linearly independent in
$K' \otimes _{K} V$
. A set of vectors in V which are linearly independent (over K) will remain linearly independent in 
 $K' \otimes _{K} V$
 (over
$K' \otimes _{K} V$
 (over 
 $K'$
) and the dimension of
$K'$
) and the dimension of 
 $K' \otimes _{K} V$
 over
$K' \otimes _{K} V$
 over 
 $K'$
 is the same as the dimension of V over K. Any K-linear structure on V naturally extends to
$K'$
 is the same as the dimension of V over K. Any K-linear structure on V naturally extends to 
 $K'$
-linear structure on
$K'$
-linear structure on 
 $K' \otimes _{K} V$
. In particular, if
$K' \otimes _{K} V$
. In particular, if 
 $[\cdot ,\cdot ] :V^{2} \to V$
 is a Lie bracket on V, then we obtain a Lie bracket on
$[\cdot ,\cdot ] :V^{2} \to V$
 is a Lie bracket on V, then we obtain a Lie bracket on 
 $K' \otimes _{K} V$
, which we may define on a basis by the following formula:
$K' \otimes _{K} V$
, which we may define on a basis by the following formula: 
 $$ \begin{align*}[\alpha \otimes v, \alpha' \otimes v'] = (\alpha \alpha') \otimes [v,v'] \end{align*} $$
$$ \begin{align*}[\alpha \otimes v, \alpha' \otimes v'] = (\alpha \alpha') \otimes [v,v'] \end{align*} $$
for all 
 $\alpha , \alpha ' \in K'$
 and
$\alpha , \alpha ' \in K'$
 and 
 $v,v' \in V$
.
$v,v' \in V$
.
Lemma 2.7. Suppose 
 $M =(K,V) \subseteq N=(K',V')$
 are models of
$M =(K,V) \subseteq N=(K',V')$
 are models of 
 $T_{0}$
 (or models of
$T_{0}$
 (or models of 
 $T_{0}^{+}$
 for a given theory of fields
$T_{0}^{+}$
 for a given theory of fields 
 $T^{\dagger }$
). Then, in any model of
$T^{\dagger }$
). Then, in any model of 
 $T_0$
 containing N, we have
$T_0$
 containing N, we have 
 $\langle K',V\rangle \cong (K', K' \otimes _{K} V)$
, where
$\langle K',V\rangle \cong (K', K' \otimes _{K} V)$
, where 
 $K' \otimes _{K} V$
 denotes the
$K' \otimes _{K} V$
 denotes the 
 $K'$
-vector space obtained from V by extension of scalars.
$K'$
-vector space obtained from V by extension of scalars.
Proof. We prove by induction on terms of 
 $\mathscr {L}_{K,V,c}$
 that if
$\mathscr {L}_{K,V,c}$
 that if 
 $\overline {\alpha }$
 is a tuple of scalars from
$\overline {\alpha }$
 is a tuple of scalars from 
 $K'$
 and
$K'$
 and 
 $\overline {v}$
 is a tuple of vectors from V, then
$\overline {v}$
 is a tuple of vectors from V, then 
 $t(\overline {\alpha }, \overline {v}) \in K'$
 or
$t(\overline {\alpha }, \overline {v}) \in K'$
 or 
 $t(\overline {\alpha },\overline {v}) = \sum _{i < k} \beta _{i} w_{i}$
 for
$t(\overline {\alpha },\overline {v}) = \sum _{i < k} \beta _{i} w_{i}$
 for 
 $\beta _{i} \in K'$
 and
$\beta _{i} \in K'$
 and 
 $w_{i} \in V$
 for some k. Since the expression
$w_{i} \in V$
 for some k. Since the expression 
 $\beta w$
 in
$\beta w$
 in 
 $V'$
 can be identified with
$V'$
 can be identified with 
 $\beta \otimes w$
 in
$\beta \otimes w$
 in 
 $K' \otimes _{K} V$
, this suffices. The desired conclusion is clear for terms t consisting of variables and constants, so the base case is true. It is also clear that the conclusion is preserved by application of the field operations (or, more generally, the operations in
$K' \otimes _{K} V$
, this suffices. The desired conclusion is clear for terms t consisting of variables and constants, so the base case is true. It is also clear that the conclusion is preserved by application of the field operations (or, more generally, the operations in 
 $L^{\dagger }$
) and the vector space operations. Bilinearity of the bracket entails that
$L^{\dagger }$
) and the vector space operations. Bilinearity of the bracket entails that 
 $$ \begin{align*}\left[\sum_{i < k}\beta_{i} w_{i}, \sum_{j < k'}\beta^{\prime}_{j}w^{\prime}_{j}\right] = \sum_{\substack{i < k\\j < k'}} (\beta_{i} \beta^{\prime}_{j})[w_{i},w^{\prime}_{j}], \end{align*} $$
$$ \begin{align*}\left[\sum_{i < k}\beta_{i} w_{i}, \sum_{j < k'}\beta^{\prime}_{j}w^{\prime}_{j}\right] = \sum_{\substack{i < k\\j < k'}} (\beta_{i} \beta^{\prime}_{j})[w_{i},w^{\prime}_{j}], \end{align*} $$
where 
 $\beta _{i} \beta ^{\prime }_{j} \in K'$
 and
$\beta _{i} \beta ^{\prime }_{j} \in K'$
 and 
 $[w_{i},w^{\prime }_{j}] \in V$
, so the conclusion is also preserved by the bracket. Finally, we check the coordinate functions. We will proceed as in [Reference Kestner and Ramsey17, Lemma 1.5]. Suppose we are given
$[w_{i},w^{\prime }_{j}] \in V$
, so the conclusion is also preserved by the bracket. Finally, we check the coordinate functions. We will proceed as in [Reference Kestner and Ramsey17, Lemma 1.5]. Suppose we are given 
 $v_{1}, \ldots , v_{n+1}$
 of the form
$v_{1}, \ldots , v_{n+1}$
 of the form 
 $$ \begin{align*}v_{i} = \sum_{j = 1}^{m} \alpha_{i,j} w_{j} \end{align*} $$
$$ \begin{align*}v_{i} = \sum_{j = 1}^{m} \alpha_{i,j} w_{j} \end{align*} $$
for vectors 
 $w_{1}, \ldots , w_{m} \in V$
 and
$w_{1}, \ldots , w_{m} \in V$
 and 
 $\alpha _{i,j} \in K'$
. Note that, as some
$\alpha _{i,j} \in K'$
. Note that, as some 
 $\alpha _{i,j}$
 are allowed to be zero, we may assume that the vectors
$\alpha _{i,j}$
 are allowed to be zero, we may assume that the vectors 
 $w_{j}$
 that appear in the above expression are the same for all
$w_{j}$
 that appear in the above expression are the same for all 
 $v_{i}$
. We assume
$v_{i}$
. We assume 
 $v_{1}, \ldots , v_{n}$
 are linearly independent and
$v_{1}, \ldots , v_{n}$
 are linearly independent and 
 $v_{n+1}$
 is in their span, so
$v_{n+1}$
 is in their span, so 
 $v_{n+1} = \sum _{i = 1}^{n} \lambda _{i} v_{i}$
. Thus, replacing the
$v_{n+1} = \sum _{i = 1}^{n} \lambda _{i} v_{i}$
. Thus, replacing the 
 $w_{j}$
’s with a subset, we may assume that the
$w_{j}$
’s with a subset, we may assume that the 
 $w_{j}$
 are linearly independent. Further, after possibly extending the set of
$w_{j}$
 are linearly independent. Further, after possibly extending the set of 
 $v_i$
’s by linearly independent
$v_i$
’s by linearly independent 
 $w_j$
’s, we may consider
$w_j$
’s, we may consider 
 $m = n$
. As
$m = n$
. As 
 $\lambda _{i} = \pi _{n,i}(v_{1}, \ldots , v_{n+1})$
, we must show that each
$\lambda _{i} = \pi _{n,i}(v_{1}, \ldots , v_{n+1})$
, we must show that each 
 $\lambda _{i} \in K'$
. Writing matrices with respect to the basis
$\lambda _{i} \in K'$
. Writing matrices with respect to the basis 
 $w_{1}, \ldots , w_{n}$
, we have
$w_{1}, \ldots , w_{n}$
, we have 
 $$ \begin{align*}\left[ \begin{matrix} \alpha_{1,1} & \ldots & \alpha_{n,1} \\ \vdots & \ddots & \\ \alpha_{1,n} & \dots & \alpha_{n,n} \end{matrix} \right] \left[ \begin{matrix} \lambda_{1} \\ \vdots \\ \lambda_{n} \end{matrix} \right] = \left[ \begin{matrix} \alpha_{n+1,1} \\ \vdots \\ \alpha_{n+1,n} \end{matrix} \right]. \end{align*} $$
$$ \begin{align*}\left[ \begin{matrix} \alpha_{1,1} & \ldots & \alpha_{n,1} \\ \vdots & \ddots & \\ \alpha_{1,n} & \dots & \alpha_{n,n} \end{matrix} \right] \left[ \begin{matrix} \lambda_{1} \\ \vdots \\ \lambda_{n} \end{matrix} \right] = \left[ \begin{matrix} \alpha_{n+1,1} \\ \vdots \\ \alpha_{n+1,n} \end{matrix} \right]. \end{align*} $$
Writing 
 $B = (\alpha _{i,j}) \in \mathrm {GL}_{n}(K')$
, we see that
$B = (\alpha _{i,j}) \in \mathrm {GL}_{n}(K')$
, we see that 
 $$ \begin{align*}B^{-1} \left[ \begin{matrix} \alpha_{n+1,1} \\ \vdots \\ \alpha_{n+1,n} \end{matrix} \right] = \left[ \begin{matrix} \lambda_{1} \\ \vdots \\ \lambda_{n} \end{matrix} \right], \end{align*} $$
$$ \begin{align*}B^{-1} \left[ \begin{matrix} \alpha_{n+1,1} \\ \vdots \\ \alpha_{n+1,n} \end{matrix} \right] = \left[ \begin{matrix} \lambda_{1} \\ \vdots \\ \lambda_{n} \end{matrix} \right], \end{align*} $$
which shows that indeed each 
 $\lambda _{i} \in K'$
.
$\lambda _{i} \in K'$
.
2.4 Structure constants
 We write 
 $[n]$
 to denote the set
$[n]$
 to denote the set 
 $\{1, \ldots , n\}$
. Suppose K is a field. If
$\{1, \ldots , n\}$
. Suppose K is a field. If 
 $v_{1}, \ldots , v_{n}$
 is a basis of a Lie algebra
$v_{1}, \ldots , v_{n}$
 is a basis of a Lie algebra 
 $(L,+,[\cdot ,\cdot ])$
 over K, the structure constants
$(L,+,[\cdot ,\cdot ])$
 over K, the structure constants 
 $(\alpha _{i,j,k})_{i,j,k \in [n]}$
 are scalars from K that express the Lie bracket on L in terms of this basis. More precisely, they are chosen so that
$(\alpha _{i,j,k})_{i,j,k \in [n]}$
 are scalars from K that express the Lie bracket on L in terms of this basis. More precisely, they are chosen so that 
 $$ \begin{align*}[v_{i},v_{j}] = \sum_{k = 1}^{n} \alpha_{i,j,k} v_{k,} \end{align*} $$
$$ \begin{align*}[v_{i},v_{j}] = \sum_{k = 1}^{n} \alpha_{i,j,k} v_{k,} \end{align*} $$
for all 
 $i,j \in [n]$
. The fact that the bracket is alternating is equivalent to the fact that
$i,j \in [n]$
. The fact that the bracket is alternating is equivalent to the fact that 
 $\alpha _{i,j,k} = -\alpha _{j,i,k}$
 for all
$\alpha _{i,j,k} = -\alpha _{j,i,k}$
 for all 
 $i,j,k \in [n]$
. Additionally, the Jacobi identity is equivalent to the equality
$i,j,k \in [n]$
. Additionally, the Jacobi identity is equivalent to the equality 
 $$ \begin{align*}\sum_{l = 1}^{n} \alpha_{j,k,l}\alpha_{i,l,m} + \alpha_{i,j,l} \alpha_{k,l,m} + \alpha_{k,i,l} \alpha_{j,l,m} = 0, \end{align*} $$
$$ \begin{align*}\sum_{l = 1}^{n} \alpha_{j,k,l}\alpha_{i,l,m} + \alpha_{i,j,l} \alpha_{k,l,m} + \alpha_{k,i,l} \alpha_{j,l,m} = 0, \end{align*} $$
for all 
 $i,j,k,m \in [n]$
. Any sequence of scalars satisfying these two conditions will define a Lie bracket on L.
$i,j,k,m \in [n]$
. Any sequence of scalars satisfying these two conditions will define a Lie bracket on L.
 In general, given a sequence 
 $n = k_{1} \geq k_{2} \geq \ldots \geq k_{c} \geq k_{c+1} = 0$
, we want to know what properties of the structure constants would define a c-nilpotent Lie algebra with basis
$n = k_{1} \geq k_{2} \geq \ldots \geq k_{c} \geq k_{c+1} = 0$
, we want to know what properties of the structure constants would define a c-nilpotent Lie algebra with basis 
 $v_{1}, \ldots , v_{n}$
 and Lazard series
$v_{1}, \ldots , v_{n}$
 and Lazard series 
 $(P_{i})_{1 \leq i \leq c+1}$
 defined by
$(P_{i})_{1 \leq i \leq c+1}$
 defined by 
 $P_{i} = \mathrm {Span}(\{v_{l} : 1 \leq l \leq k_{i}\})$
. The desired condition that
$P_{i} = \mathrm {Span}(\{v_{l} : 1 \leq l \leq k_{i}\})$
. The desired condition that 
 $[P_{i},P_{j}] \subseteq P_{i+j}$
 is equivalent to saying that if
$[P_{i},P_{j}] \subseteq P_{i+j}$
 is equivalent to saying that if 
 $l \leq k_{i}$
 and
$l \leq k_{i}$
 and 
 $m \leq k_{j}$
, then
$m \leq k_{j}$
, then 
 $$ \begin{align*}[v_{l},v_{m}] = \sum_{k} \alpha_{l,m,k} v_{k,} \end{align*} $$
$$ \begin{align*}[v_{l},v_{m}] = \sum_{k} \alpha_{l,m,k} v_{k,} \end{align*} $$
where 
 $\alpha _{l,m,k} = 0$
 for all
$\alpha _{l,m,k} = 0$
 for all 
 $k> k_{i+j}$
.
$k> k_{i+j}$
.
 To summarize, given 
 $n = k_{1} \geq k_{2} \geq \ldots \geq k_{c} \geq k_{c+1} = 0$
, we say that a sequence of scalars
$n = k_{1} \geq k_{2} \geq \ldots \geq k_{c} \geq k_{c+1} = 0$
, we say that a sequence of scalars 
 $(\alpha _{i,j,k})_{i,j,k \in [n]}$
 is a sequence of structure constants for a c-nilpotent Lazard Lie algebra over K with dimension
$(\alpha _{i,j,k})_{i,j,k \in [n]}$
 is a sequence of structure constants for a c-nilpotent Lazard Lie algebra over K with dimension 
 $k_{i}$
 for the ith term of the Lazard series, if it satisfies the following three conditions.
$k_{i}$
 for the ith term of the Lazard series, if it satisfies the following three conditions. 
- 
(1)  $\alpha _{i,j,k} = - \alpha _{j,i,k}$
 for all $\alpha _{i,j,k} = - \alpha _{j,i,k}$
 for all $i,j,k \in [n]$
. $i,j,k \in [n]$
.
- 
(2)  $\sum _{l = 1}^{n} \alpha _{j,k,l}\alpha _{i,l,m} + \alpha _{i,j,l} \alpha _{k,l,m} + \alpha _{k,i,l} \alpha _{j,l,m} = 0$
, for all $\sum _{l = 1}^{n} \alpha _{j,k,l}\alpha _{i,l,m} + \alpha _{i,j,l} \alpha _{k,l,m} + \alpha _{k,i,l} \alpha _{j,l,m} = 0$
, for all $i,j,k,m \in [n]$
. $i,j,k,m \in [n]$
.
- 
(3)  $\alpha _{i,j,k} = 0$
 for all $\alpha _{i,j,k} = 0$
 for all $i,j \in [n]$
 and $i,j \in [n]$
 and $k> k_{i+j}$
. $k> k_{i+j}$
.
Condition (3) holding depends on the order in which the vectors 
 $v_{1}, \ldots , v_{n}$
 are enumerated, so we say more generally that
$v_{1}, \ldots , v_{n}$
 are enumerated, so we say more generally that 
 $(\alpha _{i,j,k})_{i,j,k \in [n]}$
 is a sequence of structure constants for a c-nilpotent Lazard Lie algebra over K with dimension
$(\alpha _{i,j,k})_{i,j,k \in [n]}$
 is a sequence of structure constants for a c-nilpotent Lazard Lie algebra over K with dimension 
 $k_{i}$
 of the ith term of the Lazard series if there’s some re-indexing of the vectors that satisfies (1), (2), and (3), i.e., if there is some
$k_{i}$
 of the ith term of the Lazard series if there’s some re-indexing of the vectors that satisfies (1), (2), and (3), i.e., if there is some 
 $\sigma \in S_{n}$
 such that
$\sigma \in S_{n}$
 such that 
 $(\alpha _{i,j,\sigma (k)})_{i,j,k \in [n]}$
 satisfies (1), (2), and (3). Writing
$(\alpha _{i,j,\sigma (k)})_{i,j,k \in [n]}$
 satisfies (1), (2), and (3). Writing 
 $\overline {k} = (k_{1}, \ldots , k_{c+1})$
, we obtain from the above a formula
$\overline {k} = (k_{1}, \ldots , k_{c+1})$
, we obtain from the above a formula 
 $\varphi _{\mathrm {str},n,\overline {k}}(x_{1}, \ldots , x_{n^{3}})$
 which asserts that
$\varphi _{\mathrm {str},n,\overline {k}}(x_{1}, \ldots , x_{n^{3}})$
 which asserts that 
 $(x_{1}, \ldots , x_{n^{3}})$
 are the structure constants for a c-nilpotent Lazard Lie algebra over K with
$(x_{1}, \ldots , x_{n^{3}})$
 are the structure constants for a c-nilpotent Lazard Lie algebra over K with 
 $\overline {k}$
 forming the dimensions of the terms of the Lazard series. Then we can define
$\overline {k}$
 forming the dimensions of the terms of the Lazard series. Then we can define 
 $\varphi _{\mathrm {str},n}(x_{1},\ldots , x_{n^3}) = \bigvee _{\overline {k}} \varphi _{\mathrm {str},n,\overline {k}}(x_{1}, \ldots , x_{n^3})$
, which asserts that
$\varphi _{\mathrm {str},n}(x_{1},\ldots , x_{n^3}) = \bigvee _{\overline {k}} \varphi _{\mathrm {str},n,\overline {k}}(x_{1}, \ldots , x_{n^3})$
, which asserts that 
 $(x_{1}, \ldots , x_{n^{3}})$
 are the structure constants for a c-nilpotent Lazard Lie algebra over K.
$(x_{1}, \ldots , x_{n^{3}})$
 are the structure constants for a c-nilpotent Lazard Lie algebra over K.
 For each n, we have a formula 
 $\varphi _{\mathrm {Lie},n}(x_{1}, \ldots , x_{n})$
, where each
$\varphi _{\mathrm {Lie},n}(x_{1}, \ldots , x_{n})$
, where each 
 $x_{i}$
 is in the vector space sort, which asserts that
$x_{i}$
 is in the vector space sort, which asserts that 
 $x_{1}, \ldots , x_{n}$
 form a basis of Lie subalgebra of
$x_{1}, \ldots , x_{n}$
 form a basis of Lie subalgebra of 
 $(V,[\cdot ,\cdot ])$
. To say this, it is necessary to say that
$(V,[\cdot ,\cdot ])$
. To say this, it is necessary to say that 
 $x_{1}, \ldots , x_{n}$
 are linearly independent and that
$x_{1}, \ldots , x_{n}$
 are linearly independent and that 
 $[x_{i},x_{j}]$
 is in the span of
$[x_{i},x_{j}]$
 is in the span of 
 $x_{1}, \ldots , x_{n}$
 for all
$x_{1}, \ldots , x_{n}$
 for all 
 $i,j \in [n]$
. If
$i,j \in [n]$
. If 
 $v_{1}, \ldots , v_{n}$
 are the basis of a Lie subalgebra, then there is a definable function that associates to
$v_{1}, \ldots , v_{n}$
 are the basis of a Lie subalgebra, then there is a definable function that associates to 
 $v_{1}, \ldots , v_{n}$
 their
$v_{1}, \ldots , v_{n}$
 their 
 $n^{3}$
 structure constants in K. More precisely, we define
$n^{3}$
 structure constants in K. More precisely, we define 
 $$ \begin{align*}\mathrm{Str}_{n}(v_{1}, \ldots, v_{n}) = (\pi_{n,k}(v_{1}, \ldots, v_{n},[v_{i},v_{j}]))_{i,j,k \in [n]}, \end{align*} $$
$$ \begin{align*}\mathrm{Str}_{n}(v_{1}, \ldots, v_{n}) = (\pi_{n,k}(v_{1}, \ldots, v_{n},[v_{i},v_{j}]))_{i,j,k \in [n]}, \end{align*} $$
which are the structure constants for the Lie subalgebra spanned by 
 $v_{1}, \ldots , v_{n}$
.
$v_{1}, \ldots , v_{n}$
.
3 The model companion and elimination of quantifiers
3.1 A quantifier elimination result
 We define an 
 $\mathscr {L}_{K,V,c}$
-theory T that extends
$\mathscr {L}_{K,V,c}$
-theory T that extends 
 $T_{0}$
 with the following axiom scheme.
$T_{0}$
 with the following axiom scheme. 
- 
(1)  $K {\vDash } ACF$
 and V is infinite dimensional. $K {\vDash } ACF$
 and V is infinite dimensional.
- 
(2) For all n, we have the axiom which asserts that every tuple of scalars that define structure constants is the tuple of structure constants of a Lie subalgebra of $$ \begin{align*}(\forall \overline{\alpha} \in K^{n^{3}})[\varphi_{\mathrm{str},n}(\overline{\alpha}) \to (\exists \overline{v} \in V^{n})(\varphi_{\mathrm{Lie},n}(\overline{v}) \wedge \mathrm{Str}_{n}(\overline{v}) = \overline{\alpha})], \end{align*} $$ $$ \begin{align*}(\forall \overline{\alpha} \in K^{n^{3}})[\varphi_{\mathrm{str},n}(\overline{\alpha}) \to (\exists \overline{v} \in V^{n})(\varphi_{\mathrm{Lie},n}(\overline{v}) \wedge \mathrm{Str}_{n}(\overline{v}) = \overline{\alpha})], \end{align*} $$ $(V,[,])$
. $(V,[,])$
.
- 
(3) For all  $n, m \geq 1$
, we have the axiom which asserts that if $n, m \geq 1$
, we have the axiom which asserts that if $$ \begin{align*}&(\forall \overline{v} \in V^{n})(\forall \overline{\alpha} \in K^{(n+m)^{3}})\left[(\varphi_{\mathrm{str},(n+m)}(\overline{\alpha}) \wedge \varphi_{\mathrm{Lie},n}(\overline{v}) \wedge \mathrm{Str}_{n}(\overline{v}) \subseteq \overline{\alpha})\right.\\ &\quad\left. \to (\exists \overline{w} \in V^{m})[\mathrm{Str}_{n+m}(\overline{v},\overline{w}) = \overline{\alpha}]\right], \end{align*} $$ $$ \begin{align*}&(\forall \overline{v} \in V^{n})(\forall \overline{\alpha} \in K^{(n+m)^{3}})\left[(\varphi_{\mathrm{str},(n+m)}(\overline{\alpha}) \wedge \varphi_{\mathrm{Lie},n}(\overline{v}) \wedge \mathrm{Str}_{n}(\overline{v}) \subseteq \overline{\alpha})\right.\\ &\quad\left. \to (\exists \overline{w} \in V^{m})[\mathrm{Str}_{n+m}(\overline{v},\overline{w}) = \overline{\alpha}]\right], \end{align*} $$ $\overline {v} \in V^{n}$
 is the basis of a Lie subalgebra of V and $\overline {v} \in V^{n}$
 is the basis of a Lie subalgebra of V and $\overline {\alpha }$
 is a tuple of scalars that defines structure constants and which contains the structure constants of $\overline {\alpha }$
 is a tuple of scalars that defines structure constants and which contains the structure constants of $\overline {v}$
, then there is some $\overline {v}$
, then there is some $\overline {w}$
 such that $\overline {w}$
 such that $(\overline {v},\overline {w})$
 is the basis of a Lie subalgebra with structure constants $(\overline {v},\overline {w})$
 is the basis of a Lie subalgebra with structure constants $\overline {\alpha }$
. $\overline {\alpha }$
.
 We will show that T is the model companion of 
 $T_{0}$
. When we are working with Lie algebras over a field satisfying the theory
$T_{0}$
. When we are working with Lie algebras over a field satisfying the theory 
 $T^{\dagger }$
, then
$T^{\dagger }$
, then 
 $T_{0}^{+}$
 and
$T_{0}^{+}$
 and 
 $T^{+}$
 are defined analogously but with adding the condition
$T^{+}$
 are defined analogously but with adding the condition 
 $K {\vDash } T^{\dagger }$
 (replacing axiom (1) in T). We will sometimes write
$K {\vDash } T^{\dagger }$
 (replacing axiom (1) in T). We will sometimes write 
 $T^+ = T^+(T^\dagger )$
 to emphasize the dependence of
$T^+ = T^+(T^\dagger )$
 to emphasize the dependence of 
 $T^+$
 on
$T^+$
 on 
 $T^\dagger $
.
$T^\dagger $
.
Lemma 3.1. Every model of 
 $T_{0}$
 extends to a model of T. Additionally, every model of
$T_{0}$
 extends to a model of T. Additionally, every model of 
 $T_{0}^{+}$
 extends to a model of
$T_{0}^{+}$
 extends to a model of 
 $T^{+}$
.
$T^{+}$
.
Proof. If 
 $M = (K(M), V(M), [\cdot ,\cdot ]^{M}) {\vDash } T_{0}$
, then, by extension of scalars, we can assume
$M = (K(M), V(M), [\cdot ,\cdot ]^{M}) {\vDash } T_{0}$
, then, by extension of scalars, we can assume 
 $K(M)$
 is an algebraically closed field. Hence,
$K(M)$
 is an algebraically closed field. Hence, 
 $T = T^{+}$
 for the special case that
$T = T^{+}$
 for the special case that 
 $\mathscr {L}^{\dagger } = \mathscr {L}_{\mathrm {rings}}$
 and
$\mathscr {L}^{\dagger } = \mathscr {L}_{\mathrm {rings}}$
 and 
 $T^{\dagger } = ACF$
. Therefore, it suffices to argue that if
$T^{\dagger } = ACF$
. Therefore, it suffices to argue that if 
 $M = (K(M), V(M), [\cdot ,\cdot ]^{M}) {\vDash } T_{0}^{+}$
, then M embeds into a model of
$M = (K(M), V(M), [\cdot ,\cdot ]^{M}) {\vDash } T_{0}^{+}$
, then M embeds into a model of 
 $T^{+}$
.
$T^{+}$
.
 Let 
 $(\overline {\alpha }_{i})_{i}$
 list all possible finite sequences of scalars from
$(\overline {\alpha }_{i})_{i}$
 list all possible finite sequences of scalars from 
 $K(M)$
 which are the structure constants of a finite dimensional c-nilpotent LLA
$K(M)$
 which are the structure constants of a finite dimensional c-nilpotent LLA 
 $L_{i}$
 over
$L_{i}$
 over 
 $K(M)$
. Let
$K(M)$
. Let 
 $V' = V \oplus \bigoplus _{i} L_{i}$
 and let
$V' = V \oplus \bigoplus _{i} L_{i}$
 and let 
 $[\cdot ,\cdot ]' : V' \times V' \to V'$
 be the associated direct sum Lie bracket. Then
$[\cdot ,\cdot ]' : V' \times V' \to V'$
 be the associated direct sum Lie bracket. Then 
 $M' = (K(M), V', [\cdot ,\cdot ]')$
 satisfies the axiom schema (1) and (2) in the definition of
$M' = (K(M), V', [\cdot ,\cdot ]')$
 satisfies the axiom schema (1) and (2) in the definition of 
 $T^{+}$
.
$T^{+}$
.
 To satisfy the axiom scheme (3), we will build the model as the union of a chain. Let 
 $M_{0} = M'$
 be the model as constructed above. Now, given
$M_{0} = M'$
 be the model as constructed above. Now, given 
 $M_{i}$
, we will construct an extension
$M_{i}$
, we will construct an extension 
 $M_{i+1}$
 such that if
$M_{i+1}$
 such that if 
 $\overline {v}$
 is a basis of a finite dimensional subalgebra of
$\overline {v}$
 is a basis of a finite dimensional subalgebra of 
 $(V(M_{i}),[\cdot ,\cdot ]^{M_{i}})$
 and
$(V(M_{i}),[\cdot ,\cdot ]^{M_{i}})$
 and 
 $\overline {\alpha }$
 is a finite sequence of structure constants for some c-nilpotent LLA extending the subalgebra spanned by
$\overline {\alpha }$
 is a finite sequence of structure constants for some c-nilpotent LLA extending the subalgebra spanned by 
 $\overline {v}$
, then there is some
$\overline {v}$
, then there is some 
 $\overline {w}$
 in
$\overline {w}$
 in 
 $V(M_{i+1})$
 such that
$V(M_{i+1})$
 such that 
 $\overline {v}$
 and
$\overline {v}$
 and 
 $\overline {w}$
 together form a basis for a subalgebra of
$\overline {w}$
 together form a basis for a subalgebra of 
 $(V(M_{i+1}),[\cdot ,\cdot ]^{M_{i+1}})$
 with structure constants
$(V(M_{i+1}),[\cdot ,\cdot ]^{M_{i+1}})$
 with structure constants 
 $\overline {\alpha }$
. Let
$\overline {\alpha }$
. Let 
 $(L_{j},\overline {\alpha }_{j})_{j < \lambda }$
 list all pairs where
$(L_{j},\overline {\alpha }_{j})_{j < \lambda }$
 list all pairs where 
 $L_{j}$
 is a finite dimensional subalgebra of
$L_{j}$
 is a finite dimensional subalgebra of 
 $(V(M_{i}),[\cdot ,\cdot ]^{M_{i}})$
 and
$(V(M_{i}),[\cdot ,\cdot ]^{M_{i}})$
 and 
 $\overline {\alpha }_j$
 is a finite sequence of structure constants for some c-nilpotent LLA extending
$\overline {\alpha }_j$
 is a finite sequence of structure constants for some c-nilpotent LLA extending 
 $L_{j}$
. For each j, let
$L_{j}$
. For each j, let 
 $L^{\prime }_{j}$
 be an LLA extending
$L^{\prime }_{j}$
 be an LLA extending 
 $L_{j}$
 with structure constants
$L_{j}$
 with structure constants 
 $\overline {\alpha }_{j}$
.
$\overline {\alpha }_{j}$
.
 We define 
 $N_{0}$
 to be the LLA
$N_{0}$
 to be the LLA 
 $(V(M_{i}), [\cdot ,\cdot ]^{M_{i}})$
. Then given
$(V(M_{i}), [\cdot ,\cdot ]^{M_{i}})$
. Then given 
 $N_{j}$
 for some
$N_{j}$
 for some 
 $j < \lambda $
, we define
$j < \lambda $
, we define 
 $N_{j+1}$
 to be the free amalgam of
$N_{j+1}$
 to be the free amalgam of 
 $N_{j}$
 and
$N_{j}$
 and 
 $L^{\prime }_{j}$
 over
$L^{\prime }_{j}$
 over 
 $L_{j}$
, as LLAs over
$L_{j}$
, as LLAs over 
 $K(M_{i})$
. Note that this exists by [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 4.35] (where it is denoted
$K(M_{i})$
. Note that this exists by [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 4.35] (where it is denoted 
 $N_{j} \otimes _{L_{j}} L^{\prime }_{j}$
, viewing them as LLAs over
$N_{j} \otimes _{L_{j}} L^{\prime }_{j}$
, viewing them as LLAs over 
 $K(M_{i})$
). We view
$K(M_{i})$
). We view 
 $N_{j+1}$
 as an extension of
$N_{j+1}$
 as an extension of 
 $N_{j}$
. As for limit ordinals
$N_{j}$
. As for limit ordinals 
 $\delta \leq \lambda $
, we define
$\delta \leq \lambda $
, we define 
 $N_{\delta } = \bigcup _{j < \delta } N_{j}$
. Then we set
$N_{\delta } = \bigcup _{j < \delta } N_{j}$
. Then we set 
 $M_{i+1} = (K(M_{i}), N_{\lambda }, [\cdot ,\cdot ]^{N_{\lambda }})$
.
$M_{i+1} = (K(M_{i}), N_{\lambda }, [\cdot ,\cdot ]^{N_{\lambda }})$
.
 To conclude we set 
 $M" = \bigcup _{i < \omega } M_{i}$
. Axiom scheme (1) is clearly satisfied. Moreover, since
$M" = \bigcup _{i < \omega } M_{i}$
. Axiom scheme (1) is clearly satisfied. Moreover, since 
 $M'$
 satisfies the second axiom scheme and
$M'$
 satisfies the second axiom scheme and 
 $M"$
 has the same set of scalars,
$M"$
 has the same set of scalars, 
 $M"$
 satisfies it as well. Finally, if L is a finite dimensional subalgebra of
$M"$
 satisfies it as well. Finally, if L is a finite dimensional subalgebra of 
 $M"$
 and
$M"$
 and 
 $\overline {\alpha }$
 is a sequence of structure constants for a finite dimensional extension of L, then L is contained in
$\overline {\alpha }$
 is a sequence of structure constants for a finite dimensional extension of L, then L is contained in 
 $M_{i}$
 for some i and hence a extension of L with structure constants
$M_{i}$
 for some i and hence a extension of L with structure constants 
 $\overline {\alpha }$
 can be found as a subalgebra of
$\overline {\alpha }$
 can be found as a subalgebra of 
 $M_{i+1}$
, hence of
$M_{i+1}$
, hence of 
 $M"$
. This shows the axiom scheme (3) is satisfied as well, completing the proof.
$M"$
. This shows the axiom scheme (3) is satisfied as well, completing the proof.
Lemma 3.2. The theory T has quantifier elimination and its completions are determined by specifying the characteristic of the field. More generally, if 
 $T^{\dagger }$
 is a complete theory extending the theory of fields with quantifier elimination, then
$T^{\dagger }$
 is a complete theory extending the theory of fields with quantifier elimination, then 
 $T^{+}$
 is complete and has quantifier-elimination.
$T^{+}$
 is complete and has quantifier-elimination.
Proof. We first argue for T. We use the well-known criterion for QE that if M and N are two 
 $\aleph _{0}$
-saturated models of T whose fields have the same characteristic, then the set of partial isomorphisms from a finitely generated substructure of M to a finitely generated substructure of N has the back-and-forth property. Non-emptiness is easy, since if
$\aleph _{0}$
-saturated models of T whose fields have the same characteristic, then the set of partial isomorphisms from a finitely generated substructure of M to a finitely generated substructure of N has the back-and-forth property. Non-emptiness is easy, since if 
 $K_{0}$
 is the prime subfield then the unique map
$K_{0}$
 is the prime subfield then the unique map 
 $f:(K_{0},\left \{ {0} \right \})\to (K_{0},\left \{ {0} \right \})$
 is a partial isomorphism.
$f:(K_{0},\left \{ {0} \right \})\to (K_{0},\left \{ {0} \right \})$
 is a partial isomorphism.
 Now suppose 
 $M_{0} \subseteq M$
 and
$M_{0} \subseteq M$
 and 
 $N_{0} \subseteq N$
 are finitely generated substructures and
$N_{0} \subseteq N$
 are finitely generated substructures and 
 $f : M_{0} \to N_{0}$
 is an isomorphism. Suppose
$f : M_{0} \to N_{0}$
 is an isomorphism. Suppose 
 $a \in M \setminus M_{0}$
. Let
$a \in M \setminus M_{0}$
. Let 
 $M_{1} = \langle a M_{0} \rangle $
. We have to consider three cases:
$M_{1} = \langle a M_{0} \rangle $
. We have to consider three cases:
 
Case 1. 
 $a \in K(M)$
.
$a \in K(M)$
.
 Because 
 $K(N)$
 is algebraically closed, we can find some b such that the isomorphism from
$K(N)$
 is algebraically closed, we can find some b such that the isomorphism from 
 $K(M_{0})$
 to
$K(M_{0})$
 to 
 $K(N_{0})$
 given by f extends to an isomorphism from
$K(N_{0})$
 given by f extends to an isomorphism from 
 $K(M_{1})$
, i.e., the subfield of
$K(M_{1})$
, i.e., the subfield of 
 $K(M)$
 generated by
$K(M)$
 generated by 
 $K(M_{0})a$
, to the subfield of
$K(M_{0})a$
, to the subfield of 
 $K(N)$
 generated by
$K(N)$
 generated by 
 $K(N_{0})b$
 and mapping
$K(N_{0})b$
 and mapping 
 $a \mapsto b$
. Let
$a \mapsto b$
. Let 
 $N_{1} = \langle N_{0},b \rangle $
. Then, by Lemma 2.7,
$N_{1} = \langle N_{0},b \rangle $
. Then, by Lemma 2.7, 
 $(V(M_{1}), [\cdot ,\cdot ])$
 and
$(V(M_{1}), [\cdot ,\cdot ])$
 and 
 $(V(N_{1}), [\cdot ,\cdot ])$
 are obtained by extension of scalars from
$(V(N_{1}), [\cdot ,\cdot ])$
 are obtained by extension of scalars from 
 $K(M_{0})$
 to
$K(M_{0})$
 to 
 $K(M_{1})$
 and from
$K(M_{1})$
 and from 
 $K(N_{0})$
 to
$K(N_{0})$
 to 
 $K(N_{1}),$
 respectively. The isomorphism
$K(N_{1}),$
 respectively. The isomorphism 
 $K(M_{1})$
 to
$K(M_{1})$
 to 
 $K(N_{1})$
 extending f, then, induces an isomorphism from
$K(N_{1})$
 extending f, then, induces an isomorphism from 
 $V(M_{1})$
 to
$V(M_{1})$
 to 
 $V(N_{1})$
 respecting the Lie algebra structure, as desired.
$V(N_{1})$
 respecting the Lie algebra structure, as desired.
 
Case 2. 
 $a \in V(M)$
 and a is in the
$a \in V(M)$
 and a is in the 
 $K(M)$
-span of
$K(M)$
-span of 
 $V(M_{0})$
.
$V(M_{0})$
.
 Choose a basis 
 $\overline {v}$
 for
$\overline {v}$
 for 
 $V(M_{0})$
. If a is in the
$V(M_{0})$
. If a is in the 
 $K(M)$
-span of
$K(M)$
-span of 
 $\overline {v} = (v_{0}, \ldots , v_{n-1})$
 then, since
$\overline {v} = (v_{0}, \ldots , v_{n-1})$
 then, since 
 $a \not \in V(M_{0})$
, it must be the case that
$a \not \in V(M_{0})$
, it must be the case that 
 $$ \begin{align*}a = \sum_{i < n} \alpha_{i} v_{i} \end{align*} $$
$$ \begin{align*}a = \sum_{i < n} \alpha_{i} v_{i} \end{align*} $$
with not all 
 $\alpha _{i} \in K(M_{0})$
. Applying Case 1 at most n times, we may extend f to an isomorphism
$\alpha _{i} \in K(M_{0})$
. Applying Case 1 at most n times, we may extend f to an isomorphism 
 $f': \langle M_{0}, \alpha _{<n} \rangle \to \langle N_{0}, \beta _{<n} \rangle $
 where
$f': \langle M_{0}, \alpha _{<n} \rangle \to \langle N_{0}, \beta _{<n} \rangle $
 where 
 $f'(\alpha _{i}) = \beta _{i}$
 for all
$f'(\alpha _{i}) = \beta _{i}$
 for all 
 $i < n$
. Note that then
$i < n$
. Note that then 
 $$ \begin{align*}f'(a) = \sum_{i < n} \beta_{i}f(v_{i}). \end{align*} $$
$$ \begin{align*}f'(a) = \sum_{i < n} \beta_{i}f(v_{i}). \end{align*} $$
Because we have the coordinate functions in the language, we have 
 $M_{1} = \langle M_{0}, \alpha _{<n}\rangle $
 and, setting
$M_{1} = \langle M_{0}, \alpha _{<n}\rangle $
 and, setting 
 $b = f'(a)$
, we also have
$b = f'(a)$
, we also have 
 $N_{1} = \langle N_{0},b \rangle = \langle N_{0}, \beta _{<i} \rangle $
 and
$N_{1} = \langle N_{0},b \rangle = \langle N_{0}, \beta _{<i} \rangle $
 and 
 $f' :M_{1} \to N_{1}$
 is the desired extension.
$f' :M_{1} \to N_{1}$
 is the desired extension.
 
Case 3. 
 $a \in V(M)$
 and a is not in the
$a \in V(M)$
 and a is not in the 
 $K(M)$
-span of
$K(M)$
-span of 
 $V(M_{0})$
.
$V(M_{0})$
.
 We may assume that 
 $[a,u]$
 is in the
$[a,u]$
 is in the 
 $K(M)$
-span of
$K(M)$
-span of 
 $V(M_{0})$
 for all
$V(M_{0})$
 for all 
 $u \in V(M_{0})$
 (i.e, that the Lie algebra over
$u \in V(M_{0})$
 (i.e, that the Lie algebra over 
 $K(M)$
 spanned by
$K(M)$
 spanned by 
 $V(M_{0})$
 is an ideal of the Lie algebra over
$V(M_{0})$
 is an ideal of the Lie algebra over 
 $K(M)$
 spanned
$K(M)$
 spanned 
 $V(M_{1})$
) since the general case follows from this one by reverse induction on the maximum
$V(M_{1})$
) since the general case follows from this one by reverse induction on the maximum 
 $1\leq i\leq c+1$
 such that
$1\leq i\leq c+1$
 such that 
 $a\in P_i(M)\setminus P_{i+1}(M)$
. Let
$a\in P_i(M)\setminus P_{i+1}(M)$
. Let 
 $\{v_1,\dots , v_n\}$
 be a
$\{v_1,\dots , v_n\}$
 be a 
 $K(M_0)$
-basis of
$K(M_0)$
-basis of 
 $M_0$
 and let
$M_0$
 and let 
 $M_{0}^{\prime }$
 be the substructure of M generated by
$M_{0}^{\prime }$
 be the substructure of M generated by 
 $M_{0}$
 and
$M_{0}$
 and 
 $\{[a,v_{i}] : i < n\}$
. Notice that
$\{[a,v_{i}] : i < n\}$
. Notice that 
 $\overline {v}$
 is still a basis of
$\overline {v}$
 is still a basis of 
 $V(M_{0}^{\prime })$
 though the field may grow. By at most n applications of Case 2, there is a structure
$V(M_{0}^{\prime })$
 though the field may grow. By at most n applications of Case 2, there is a structure 
 $N_{0} \subseteq N_{0}^{\prime } \subseteq N$
 and an isomorphism
$N_{0} \subseteq N_{0}^{\prime } \subseteq N$
 and an isomorphism 
 $f': M_{0}^{\prime } \to N_{0}^{\prime }$
 extending f.
$f': M_{0}^{\prime } \to N_{0}^{\prime }$
 extending f.
 Let 
 $\overline {\alpha }$
 be the sequence of structure constants for the subalgebra of M spanned by
$\overline {\alpha }$
 be the sequence of structure constants for the subalgebra of M spanned by 
 $\overline {v}$
 and a. By construction,
$\overline {v}$
 and a. By construction, 
 $\overline {\alpha }$
 is contained in
$\overline {\alpha }$
 is contained in 
 $K(M_{0}^{\prime })$
 and hence
$K(M_{0}^{\prime })$
 and hence 
 $f'(\overline {\alpha })$
 is contained in
$f'(\overline {\alpha })$
 is contained in 
 $K(N_{0}^{\prime })$
. Since
$K(N_{0}^{\prime })$
. Since 
 $f'(\overline {\alpha })$
 is a sequence of structure constants for an LLA extending
$f'(\overline {\alpha })$
 is a sequence of structure constants for an LLA extending 
 $f'(\overline {v})$
, the axioms of T entail that there is some
$f'(\overline {v})$
, the axioms of T entail that there is some 
 $b \in V(N)$
 such that
$b \in V(N)$
 such that 
 $f'(\overline {v})$
 and b span an LLA with structure constants
$f'(\overline {v})$
 and b span an LLA with structure constants 
 $f'(\overline {\alpha })$
. Then the map extending
$f'(\overline {\alpha })$
. Then the map extending 
 $f'$
 and mapping
$f'$
 and mapping 
 $a \mapsto b$
 defines an isomorphism from
$a \mapsto b$
 defines an isomorphism from 
 $M_{1} = \langle M_{0}^{\prime }a \rangle $
 to
$M_{1} = \langle M_{0}^{\prime }a \rangle $
 to 
 $\langle N_{0}^{\prime }b \rangle $
, which gives the desired extension.
$\langle N_{0}^{\prime }b \rangle $
, which gives the desired extension.
 The proof in the case that we are considering 
 $T^{+}$
 is essentially identical, with minor modifications. Instead of considering all partial isomorphisms, we only consider those partial isomorphisms in which the induced
$T^{+}$
 is essentially identical, with minor modifications. Instead of considering all partial isomorphisms, we only consider those partial isomorphisms in which the induced 
 $L^\dagger $
-isomorphism of fields
$L^\dagger $
-isomorphism of fields 
 $K(M_0)\to K(N_0)$
 is
$K(M_0)\to K(N_0)$
 is 
 $T^\dagger $
-elementary. Then, since
$T^\dagger $
-elementary. Then, since 
 $K(M)$
 and
$K(M)$
 and 
 $K(N)$
 are
$K(N)$
 are 
 $\aleph _{0}$
-saturated as models of
$\aleph _{0}$
-saturated as models of 
 $T^{\dagger }$
, this map may be extended to incorporate a new field element, which yields Case 1. Case 2, and 3 are identical.
$T^{\dagger }$
, this map may be extended to incorporate a new field element, which yields Case 1. Case 2, and 3 are identical.
The preceding proof yields the following result.
- 
(⋆) the family of  $\mathscr {L}_{K,V,c}$
-isomorphisms between substructures of models of $\mathscr {L}_{K,V,c}$
-isomorphisms between substructures of models of $T^+$
 such that the restriction to the field sort is $T^+$
 such that the restriction to the field sort is $\mathscr {L}^\dagger $
-elementary has the back and forth property. $\mathscr {L}^\dagger $
-elementary has the back and forth property.
This has the following important consequence for 
 $T^{+}$
: if A and B are substructures of a monster model
$T^{+}$
: if A and B are substructures of a monster model 
 $\mathbb {M} \vDash T^{+}$
 which contain a common substructure C, if
$\mathbb {M} \vDash T^{+}$
 which contain a common substructure C, if 
 $K(A) \equiv _{K(C)} K(B)$
 in
$K(A) \equiv _{K(C)} K(B)$
 in 
 $T^{\dagger }$
 and there is an isomorphism
$T^{\dagger }$
 and there is an isomorphism 
 $A \to B$
 over C, then
$A \to B$
 over C, then 
 $A \equiv _{C} B$
. This says that
$A \equiv _{C} B$
. This says that 
 $T^{+}$
 eliminates quantifiers relative to the field sort. This is recorded in the following corollary:
$T^{+}$
 eliminates quantifiers relative to the field sort. This is recorded in the following corollary:
Corollary 3.3. Let 
 $(K,V)$
 be a model of
$(K,V)$
 be a model of 
 $T^+$
. Then for all tuples
$T^+$
. Then for all tuples 
 $\bar \alpha ,\bar \beta $
 from K and
$\bar \alpha ,\bar \beta $
 from K and 
 $\bar a,\bar b$
 such that
$\bar a,\bar b$
 such that 
 $\langle {\bar \alpha ,\bar a} \rangle = (\bar \alpha , \bar a)$
 and
$\langle {\bar \alpha ,\bar a} \rangle = (\bar \alpha , \bar a)$
 and 
 $\langle {\bar \beta , \bar b} \rangle = (\bar \beta , \bar b)$
 (i.e.,
$\langle {\bar \beta , \bar b} \rangle = (\bar \beta , \bar b)$
 (i.e., 
 $\overline {\alpha }\overline {a}$
 and
$\overline {\alpha }\overline {a}$
 and 
 $\overline {\beta } \overline {b}$
 enumerate substructures) from V we have
$\overline {\beta } \overline {b}$
 enumerate substructures) from V we have 
 $$\begin{align*}\bar \alpha \equiv^{\mathscr{L}^\dagger} \bar \beta \text{ and } (\bar \alpha,\bar a) \equiv^{qf,\mathscr{L}_{K,V,c}} (\bar \beta,\bar b) \iff (\bar \alpha,\bar a) \equiv^{\mathscr{L}^+} (\bar \beta,\bar b).\end{align*}$$
$$\begin{align*}\bar \alpha \equiv^{\mathscr{L}^\dagger} \bar \beta \text{ and } (\bar \alpha,\bar a) \equiv^{qf,\mathscr{L}_{K,V,c}} (\bar \beta,\bar b) \iff (\bar \alpha,\bar a) \equiv^{\mathscr{L}^+} (\bar \beta,\bar b).\end{align*}$$
Proof. Immediately follows from 
 $(\star )$
.
$(\star )$
.
Corollary 3.4. 
T is the model completion of 
 $T_{0}$
.
$T_{0}$
.
Proof. Immediate.
 Our quantifier elimination result can be slightly upgraded, in a way that will be especially useful in our later proof that 
 $T^{+}$
 is NSOP
$T^{+}$
 is NSOP
 $_{4}$
.
$_{4}$
.
Lemma 3.5. Suppose 
 $A_{i} = \langle A_{i},B \rangle $
 for
$A_{i} = \langle A_{i},B \rangle $
 for 
 $i = 0,1$
 and
$i = 0,1$
 and 
 $A_{0} \equiv _{B} A_{1}$
, where B is a substructure of
$A_{0} \equiv _{B} A_{1}$
, where B is a substructure of 
 $\mathbb {M}$
. Suppose
$\mathbb {M}$
. Suppose 
 $K(B) \subseteq K' \subseteq K(\mathbb {M})$
 and
$K(B) \subseteq K' \subseteq K(\mathbb {M})$
 and 
 $K(A_{0}) \equiv _{K'} K(A_{1})$
. Then
$K(A_{0}) \equiv _{K'} K(A_{1})$
. Then 
 $A_{0} \equiv _{BK'} A_{1}$
.
$A_{0} \equiv _{BK'} A_{1}$
.
Proof. Let 
 $f : A_{0} \to A_{1}$
 be a partial elementary isomorphism fixing B pointwise. So we may write
$f : A_{0} \to A_{1}$
 be a partial elementary isomorphism fixing B pointwise. So we may write 
 $f = (f_{K},f_{V})$
 where
$f = (f_{K},f_{V})$
 where 
 $f_{K} : K(A_{0}) \to K(A_{1})$
 fixes
$f_{K} : K(A_{0}) \to K(A_{1})$
 fixes 
 $K(B)$
 and
$K(B)$
 and 
 $f_{V}: V(A_0) \to V(A_1)$
 fixes
$f_{V}: V(A_0) \to V(A_1)$
 fixes 
 $V(B)$
. Since
$V(B)$
. Since 
 $K(A_{0}) \equiv _{K'} K(A_{1})$
, we know
$K(A_{0}) \equiv _{K'} K(A_{1})$
, we know 
 $f_{K}$
 extends to a partial elementary map
$f_{K}$
 extends to a partial elementary map 
 $g: K(A_{0})K' \to K(A_{1})K'$
 which fixes
$g: K(A_{0})K' \to K(A_{1})K'$
 which fixes 
 $K'$
 pointwise. Note that by Lemma 2.7,
$K'$
 pointwise. Note that by Lemma 2.7, 
 $\langle A_{i},K'\rangle = ((K(A_{i})K'),K(A_{i})K' \otimes _{K(A_{i})} V(A_{i}))$
 for
$\langle A_{i},K'\rangle = ((K(A_{i})K'),K(A_{i})K' \otimes _{K(A_{i})} V(A_{i}))$
 for 
 $i = 0,1$
. We can define an isomorphism
$i = 0,1$
. We can define an isomorphism 
 $h : \langle A_{0},K' \rangle \to \langle A_{1},K' \rangle $
 with
$h : \langle A_{0},K' \rangle \to \langle A_{1},K' \rangle $
 with 
 $h = (h_{K},h_{V})$
 where
$h = (h_{K},h_{V})$
 where 
 $h_{K} = g$
 and
$h_{K} = g$
 and 
 $h_{V} : (K(A_{0})K') \otimes _{K(A_{0})} V(A_{0}) \to (K(A_{1})K') \otimes _{K(A_{1})} V(A_{1})$
 by setting
$h_{V} : (K(A_{0})K') \otimes _{K(A_{0})} V(A_{0}) \to (K(A_{1})K') \otimes _{K(A_{1})} V(A_{1})$
 by setting 
 $$ \begin{align*}h(\alpha \otimes v) = g(\alpha) \otimes f_{V}(v), \end{align*} $$
$$ \begin{align*}h(\alpha \otimes v) = g(\alpha) \otimes f_{V}(v), \end{align*} $$
for all 
 $\alpha \in K(A_{0})K'$
 and
$\alpha \in K(A_{0})K'$
 and 
 $v \in V(A)$
 and extending linearly. Since
$v \in V(A)$
 and extending linearly. Since 
 $h_{K} = g$
 is partial elementary in the field sort, this isomorphism is partial elementary. Since h fixes B (as it extends f) and fixes
$h_{K} = g$
 is partial elementary in the field sort, this isomorphism is partial elementary. Since h fixes B (as it extends f) and fixes 
 $K'$
 (by the choice of g), the map h witnesses
$K'$
 (by the choice of g), the map h witnesses 
 $A_{0} \equiv _{BK'} A_{1}$
.
$A_{0} \equiv _{BK'} A_{1}$
.
 We make one additional observation about back-and-forth arguments between LLAs. The following is true for any theory 
 $T^{\dagger }$
 of fields. Although when the field is infinite,
$T^{\dagger }$
 of fields. Although when the field is infinite, 
 $T^{+}$
 will not be
$T^{+}$
 will not be 
 $\aleph _{0}$
-categorical, it is nonetheless
$\aleph _{0}$
-categorical, it is nonetheless 
 $\aleph _{0}$
-categorical ‘relative to the field’ in the following sense:
$\aleph _{0}$
-categorical ‘relative to the field’ in the following sense:
Observation 3.6. Suppose 
 $M = (K,V), M' = (K',V') {\vDash } T^{+}$
 are countable models and
$M = (K,V), M' = (K',V') {\vDash } T^{+}$
 are countable models and 
 $K \cong K'$
. Then
$K \cong K'$
. Then 
 $M \cong M'$
.
$M \cong M'$
.
Proof. An easy back-and-forth.
Our quantifier elimination also gives us a description of algebraic closure:
Lemma 3.7. Let 
 $M {\vDash } T^{+}$
. A substructure
$M {\vDash } T^{+}$
. A substructure 
 $A \subseteq M$
 is algebraically closed if and only if
$A \subseteq M$
 is algebraically closed if and only if 
 $K(A) = \mathrm {acl}_{L^{\dagger }}(K(A))$
. Hence, for an arbitrary subset
$K(A) = \mathrm {acl}_{L^{\dagger }}(K(A))$
. Hence, for an arbitrary subset 
 $X \subseteq M$
, we have
$X \subseteq M$
, we have 
 $$ \begin{align*}\mathrm{acl}(X) = \langle \mathrm{acl}_{L^{\dagger}}(\langle X \rangle),X \rangle. \end{align*} $$
$$ \begin{align*}\mathrm{acl}(X) = \langle \mathrm{acl}_{L^{\dagger}}(\langle X \rangle),X \rangle. \end{align*} $$
Proof. We may replace M with a very saturated elementary extension 
 $\mathbb {M}$
. Suppose A is a substructure of
$\mathbb {M}$
. Suppose A is a substructure of 
 $\mathbb {M}$
 with
$\mathbb {M}$
 with 
 $\mathrm {acl}_{L^{\dagger }}(K(A)) = K(A)$
 and let B be a substructure with
$\mathrm {acl}_{L^{\dagger }}(K(A)) = K(A)$
 and let B be a substructure with 
 $A \subseteq B \subseteq \mathbb {M}$
. Let
$A \subseteq B \subseteq \mathbb {M}$
. Let 
 $(K_{i})_{i < \omega }$
 be a
$(K_{i})_{i < \omega }$
 be a 
 $K(A)$
-indiscernible seqeunce in
$K(A)$
-indiscernible seqeunce in 
 $K(\mathbb {M})$
 with
$K(\mathbb {M})$
 with 
 $K_{0} = K(B)$
 and
$K_{0} = K(B)$
 and  for all
 for all 
 $i < \omega $
, where
$i < \omega $
, where  is computed in
 is computed in 
 $T^{\dagger }$
. Note that, by quantifier-elimination, we have that
$T^{\dagger }$
. Note that, by quantifier-elimination, we have that 
 $(K_{i})_{i < \omega }$
 is A-indiscernible in
$(K_{i})_{i < \omega }$
 is A-indiscernible in 
 $\mathbb {M}$
. Let
$\mathbb {M}$
. Let 
 $B_{0} = B$
 and choose, for each
$B_{0} = B$
 and choose, for each 
 $i> 0$
, some
$i> 0$
, some 
 $B_{i}$
 with
$B_{i}$
 with 
 $K(B_{0}) B_{0} \equiv _{A} K_{i} B_{i}$
. In particular, we have
$K(B_{0}) B_{0} \equiv _{A} K_{i} B_{i}$
. In particular, we have 
 $K(B_{i}) = K_{i}$
 for all i.
$K(B_{i}) = K_{i}$
 for all i.
 Let 
 $\tilde {K} = K(\langle B_{i} : i < \omega \rangle )$
. Let
$\tilde {K} = K(\langle B_{i} : i < \omega \rangle )$
. Let 
 $\tilde {A}$
 and
$\tilde {A}$
 and 
 $\tilde {B}_{i}$
 denote the respective extensions of scalars of A and
$\tilde {B}_{i}$
 denote the respective extensions of scalars of A and 
 $B_{i}$
 to
$B_{i}$
 to 
 $\tilde {K}$
—that is,
$\tilde {K}$
—that is, 
 $\tilde {A} = \langle \tilde {K}, A\rangle $
 and
$\tilde {A} = \langle \tilde {K}, A\rangle $
 and 
 $\tilde {B}_{i} = \langle \tilde {K}, B_{i} \rangle $
 for all
$\tilde {B}_{i} = \langle \tilde {K}, B_{i} \rangle $
 for all 
 $i < \omega $
. Then, inductively, we define a sequence
$i < \omega $
. Then, inductively, we define a sequence 
 $(\tilde {B}^{\prime }_{i})_{i < \omega }$
 by setting
$(\tilde {B}^{\prime }_{i})_{i < \omega }$
 by setting 
 $\tilde {B}^{\prime }_{0} = \tilde {B}_{0}$
 and, given
$\tilde {B}^{\prime }_{0} = \tilde {B}_{0}$
 and, given 
 $\tilde {B}_{0}, \ldots , \tilde {B}_{i}$
, we choose
$\tilde {B}_{0}, \ldots , \tilde {B}_{i}$
, we choose 
 $\tilde {B}_{i+1}' \equiv _{\tilde {A}} \tilde {B}_{i+1}$
 with
$\tilde {B}_{i+1}' \equiv _{\tilde {A}} \tilde {B}_{i+1}$
 with  as LLAs over
 as LLAs over 
 $\tilde {K}$
. Choose, for each
$\tilde {K}$
. Choose, for each 
 $i> 0$
, some
$i> 0$
, some 
 $\sigma _{i} \in \mathrm {Aut}(\mathbb {M}/\tilde {A})$
 such that
$\sigma _{i} \in \mathrm {Aut}(\mathbb {M}/\tilde {A})$
 such that 
 $\sigma (\tilde {B}_{i}) = \tilde {B}^{\prime }_{i}$
 and define
$\sigma (\tilde {B}_{i}) = \tilde {B}^{\prime }_{i}$
 and define 
 $B^{\prime }_{i} = \sigma (B_{i})$
. Since each
$B^{\prime }_{i} = \sigma (B_{i})$
. Since each 
 $\sigma _{i}$
 fixes
$\sigma _{i}$
 fixes 
 $\tilde {A}$
, it fixes
$\tilde {A}$
, it fixes 
 $\tilde {K}$
 and thus fixes
$\tilde {K}$
 and thus fixes 
 $K(B_{i})$
. It follows that
$K(B_{i})$
. It follows that 
 $K(B^{\prime }_{i}) = K(B_{i})$
. We also have, by free amalgamation, that
$K(B^{\prime }_{i}) = K(B_{i})$
. We also have, by free amalgamation, that 
 $V(B_{i})$
 is linearly independent from
$V(B_{i})$
 is linearly independent from 
 $V(B^{\prime }_{\leq i})$
 over
$V(B^{\prime }_{\leq i})$
 over 
 $V(A)$
. By quantifier elimination, we have
$V(A)$
. By quantifier elimination, we have 
 $B^{\prime }_{i} \equiv _{A} B$
 and, by construction,
$B^{\prime }_{i} \equiv _{A} B$
 and, by construction, 
 $B^{\prime }_{i} \cap B^{\prime }_{j} = A$
 for all
$B^{\prime }_{i} \cap B^{\prime }_{j} = A$
 for all 
 $i \neq j$
. This shows that A is algebraically closed.
$i \neq j$
. This shows that A is algebraically closed.
3.2 The asymptotic theory of the Fraïssé limit of nil-c LLAs over 
 $\mathbb {F}_{p}$
$\mathbb {F}_{p}$
 Recall we write 
 $\mathbf {L}_{c,p}$
 to denote the Fraïssé limit of c-nilpotent Lazard Lie algebras over
$\mathbf {L}_{c,p}$
 to denote the Fraïssé limit of c-nilpotent Lazard Lie algebras over 
 $\mathbb {F}_{p}$
, which was shown to exist in [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 4.37]. The Lie algebra
$\mathbb {F}_{p}$
, which was shown to exist in [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 4.37]. The Lie algebra 
 $\mathbf {L}_{c,p}$
 may be naturally viewed as an
$\mathbf {L}_{c,p}$
 may be naturally viewed as an 
 $L_{K,V,c}$
-structure, in which
$L_{K,V,c}$
-structure, in which 
 $\mathbf {L}_{c,p}$
 is the interpretation of V and K is interpreted as the field
$\mathbf {L}_{c,p}$
 is the interpretation of V and K is interpreted as the field 
 $\mathbb {F}_{p}$
. Call this structure
$\mathbb {F}_{p}$
. Call this structure 
 $M_{p}$
. We will show, then, that ultraproducts yield models of the the theory of generic c-nilpotent Lie algebras over pseudo-finite fields. Letting
$M_{p}$
. We will show, then, that ultraproducts yield models of the the theory of generic c-nilpotent Lie algebras over pseudo-finite fields. Letting 
 $T^{\dagger }$
 be the theory of pseudo-finite fields (in
$T^{\dagger }$
 be the theory of pseudo-finite fields (in 
 $\mathscr {L}_{\mathrm {rings}}$
), then for the associated theory
$\mathscr {L}_{\mathrm {rings}}$
), then for the associated theory 
 $T^{+}$
 of generic c-nilpotent Lie algebras over a pseudo-finite field, we have the following:
$T^{+}$
 of generic c-nilpotent Lie algebras over a pseudo-finite field, we have the following:
Theorem 3.8. If 
 $\mathcal {D}$
 is a non-principal ultrafilter on the set of primes, then
$\mathcal {D}$
 is a non-principal ultrafilter on the set of primes, then 
 $$ \begin{align*}\prod_{p} M_{p}/\mathcal{D} {\vDash} T^{+}. \end{align*} $$
$$ \begin{align*}\prod_{p} M_{p}/\mathcal{D} {\vDash} T^{+}. \end{align*} $$
Proof. Let 
 $\tilde {M}$
 denote the ultraproduct
$\tilde {M}$
 denote the ultraproduct 
 $\prod M_{p}/\mathcal {D}$
. We have that
$\prod M_{p}/\mathcal {D}$
. We have that 
 $\mathbf {L}_{c,p}$
 and
$\mathbf {L}_{c,p}$
 and 
 $M_{p}$
 are two ways of encoding the same Lie algebra (though
$M_{p}$
 are two ways of encoding the same Lie algebra (though 
 $M_{p}$
 has as its underlying set the disjoint union of the Lie algebra
$M_{p}$
 has as its underlying set the disjoint union of the Lie algebra 
 $\mathbf {L}_{c,p}$
 and the field
$\mathbf {L}_{c,p}$
 and the field 
 $\mathbb {F}_{p}$
). For each
$\mathbb {F}_{p}$
). For each 
 $k\in \mathbb {N}$
, and each k-generated LLA A over
$k\in \mathbb {N}$
, and each k-generated LLA A over 
 $\mathbb {F}_{p}$
, there is a formula
$\mathbb {F}_{p}$
, there is a formula 
 $\varphi _{A}(x_{1}, \ldots , x_{k})$
 such that, for any arbitrary
$\varphi _{A}(x_{1}, \ldots , x_{k})$
 such that, for any arbitrary 
 $N_{p}$
,
$N_{p}$
, 
 $N_{p} {\vDash } \varphi (a_{1}, \ldots , a_{k})$
 if and only if
$N_{p} {\vDash } \varphi (a_{1}, \ldots , a_{k})$
 if and only if 
 $\langle a_{1}, \ldots , a_{k} \rangle \cong A$
.
$\langle a_{1}, \ldots , a_{k} \rangle \cong A$
.
 Because 
 $\mathbf {L}_{c,p}$
 is the Fraïssé limit of the class of all finite c-nilpotent LLAs over
$\mathbf {L}_{c,p}$
 is the Fraïssé limit of the class of all finite c-nilpotent LLAs over 
 $\mathbb {F}_{p}$
, the theory
$\mathbb {F}_{p}$
, the theory 
 $\mathrm {Th}(\mathbf {L}_{c,p})$
 is axiomatized by saying the following.
$\mathrm {Th}(\mathbf {L}_{c,p})$
 is axiomatized by saying the following. 
- 
(1) For each finite c-nilpotent LLA A over  $\mathbb {F}_{p}$
 generated by a basis of k elements, there is an axiom $\mathbb {F}_{p}$
 generated by a basis of k elements, there is an axiom $(\exists x_{1}, \ldots , x_{k})\varphi _{A}(x_{1}, \ldots , x_{k})$
. This expresses that $(\exists x_{1}, \ldots , x_{k})\varphi _{A}(x_{1}, \ldots , x_{k})$
. This expresses that $N_{p}$
 has as its age all finite c-nilpotent LLAs over $N_{p}$
 has as its age all finite c-nilpotent LLAs over $\mathbb {F}_{p}$
. $\mathbb {F}_{p}$
.
- 
(2) For each containment  $A \subsetneq B$
 of finite LLAs over $A \subsetneq B$
 of finite LLAs over $\mathbb {F}_{p}$
, with A k-dimensional and B l-dimensional, there is an axiom $\mathbb {F}_{p}$
, with A k-dimensional and B l-dimensional, there is an axiom $$ \begin{align*}(\forall x_{1}, \ldots, x_{k})(\exists y_{k+1}, \ldots, y_{l})[\varphi_{A}(\overline{x}) \to \varphi_{B}(\overline{x}, \overline{y})]. \end{align*} $$ $$ \begin{align*}(\forall x_{1}, \ldots, x_{k})(\exists y_{k+1}, \ldots, y_{l})[\varphi_{A}(\overline{x}) \to \varphi_{B}(\overline{x}, \overline{y})]. \end{align*} $$
These axioms express that 
 $\mathbf {L}_{c,p}$
 satisfies the embedding property and hence is homogeneous. Now we just need to check that
$\mathbf {L}_{c,p}$
 satisfies the embedding property and hence is homogeneous. Now we just need to check that 
 $\tilde {M}$
 satisfies the axiom scheme (1)–(3) at the beginning of Section 3. Axiom scheme (1) is clear since
$\tilde {M}$
 satisfies the axiom scheme (1)–(3) at the beginning of Section 3. Axiom scheme (1) is clear since 
 $T^{\dagger }$
 is the theory of pseudo-finite fields and each
$T^{\dagger }$
 is the theory of pseudo-finite fields and each 
 $\mathbf {L}_{p,c}$
 is clearly infinite dimensional. Axiom (2) and (3) follow by a standard application of Łos’s theorem. As (3) is entirely similar, we will only spell out the details for (2).
$\mathbf {L}_{p,c}$
 is clearly infinite dimensional. Axiom (2) and (3) follow by a standard application of Łos’s theorem. As (3) is entirely similar, we will only spell out the details for (2).
 Let 
 $\tilde {K} = K(\tilde {M}) = \prod \mathbb {F}_{p}/\mathcal {D}$
. Suppose
$\tilde {K} = K(\tilde {M}) = \prod \mathbb {F}_{p}/\mathcal {D}$
. Suppose 
 $\overline {\alpha } = (\alpha _{1},\ldots , \alpha _{n^{3}}) \in \tilde {K}$
 and we have
$\overline {\alpha } = (\alpha _{1},\ldots , \alpha _{n^{3}}) \in \tilde {K}$
 and we have 
 $$ \begin{align*}\tilde{M} {\vDash} \varphi_{\mathrm{str},n}(\overline{\alpha}). \end{align*} $$
$$ \begin{align*}\tilde{M} {\vDash} \varphi_{\mathrm{str},n}(\overline{\alpha}). \end{align*} $$
Write 
 $\overline {\alpha } = (\alpha _{1,p}, \ldots , \alpha _{n^{3},p})_{p}/\mathcal {D}$
. For each prime p, if
$\overline {\alpha } = (\alpha _{1,p}, \ldots , \alpha _{n^{3},p})_{p}/\mathcal {D}$
. For each prime p, if 
 $M_p{\vDash } \varphi _{\mathrm {str},n}(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
, we will let
$M_p{\vDash } \varphi _{\mathrm {str},n}(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
, we will let 
 $A_{p} \subseteq \mathbf {L}_{p,c}$
 be a Lie algebra over
$A_{p} \subseteq \mathbf {L}_{p,c}$
 be a Lie algebra over 
 $\mathbf {F}_{p}$
 with structure constants
$\mathbf {F}_{p}$
 with structure constants 
 $(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
, which exists by the axiom scheme (1) above. Then we can choose
$(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
, which exists by the axiom scheme (1) above. Then we can choose 
 $\overline {v}$
 from
$\overline {v}$
 from 
 $A_{p}$
 such that
$A_{p}$
 such that 
 $(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
 are structure constants for
$(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
 are structure constants for 
 $A_{p}$
 with respect to the basis
$A_{p}$
 with respect to the basis 
 $v_{1,p}, \ldots , v_{n,p}$
. If
$v_{1,p}, \ldots , v_{n,p}$
. If 
 $(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
 are not structure constants, then we set
$(\alpha _{1,p}, \ldots , \alpha _{n^{3},p})$
 are not structure constants, then we set 
 $A_{p} = 0$
 (and likewise each
$A_{p} = 0$
 (and likewise each 
 $v_{i,p} = 0$
). By Łos’s theorem,
$v_{i,p} = 0$
). By Łos’s theorem, 
 $A_{p} \neq 0$
 for all but a
$A_{p} \neq 0$
 for all but a 
 $\mathcal {D}$
-small set of primes. Setting
$\mathcal {D}$
-small set of primes. Setting 
 $(v_{1},\ldots , v_{n}) = (v_{1,p},\ldots , v_{n,p})_{p}/\mathcal {D}$
, we have, again by Łos’s theorem, that
$(v_{1},\ldots , v_{n}) = (v_{1,p},\ldots , v_{n,p})_{p}/\mathcal {D}$
, we have, again by Łos’s theorem, that 
 $$ \begin{align*}\tilde{M} {\vDash} \varphi_{\mathrm{Lie},n}(v_{1},\ldots, v_{n}) \wedge \mathrm{Str}_{n}(\overline{v}) = \overline{\alpha}. \end{align*} $$
$$ \begin{align*}\tilde{M} {\vDash} \varphi_{\mathrm{Lie},n}(v_{1},\ldots, v_{n}) \wedge \mathrm{Str}_{n}(\overline{v}) = \overline{\alpha}. \end{align*} $$
As 
 $\overline {\alpha }$
 was an arbitrary
$\overline {\alpha }$
 was an arbitrary 
 $n^{3}$
-tuple from
$n^{3}$
-tuple from 
 $\tilde {K}$
, we can conclude that
$\tilde {K}$
, we can conclude that 
 $\tilde {M}$
 satisfies axiom scheme (2), completing the proof.
$\tilde {M}$
 satisfies axiom scheme (2), completing the proof.
Remark 3.9. Pseudo-finite fields do not eliminate quantifiers in 
 $\mathscr {L}_{\mathrm {rings}}$
 but they do in a reasonable extension of that language. We could let
$\mathscr {L}_{\mathrm {rings}}$
 but they do in a reasonable extension of that language. We could let 
 $\mathscr {L}^{\dagger } \supseteq \mathscr {L}_{\mathrm {rings}}$
 be the language of rings together with an
$\mathscr {L}^{\dagger } \supseteq \mathscr {L}_{\mathrm {rings}}$
 be the language of rings together with an 
 $(n+1)$
-ary relation
$(n+1)$
-ary relation 
 $\mathrm {Sol}_{n}(x_{0}, \ldots , x_{n})$
. Any finite or pseudo-finite field has a natural expansion to
$\mathrm {Sol}_{n}(x_{0}, \ldots , x_{n})$
. Any finite or pseudo-finite field has a natural expansion to 
 $L^{\dagger }$
 in which each relation
$L^{\dagger }$
 in which each relation 
 $\mathrm {Sol}_{n}(x_{0}, \ldots , x_{n})$
 is interpreted so that the following holds:
$\mathrm {Sol}_{n}(x_{0}, \ldots , x_{n})$
 is interpreted so that the following holds: 
 $$ \begin{align*}\mathrm{Sol}_{n}(x_{0},\ldots, x_{n}) \leftrightarrow (\exists y)\left(\sum_{i=0}^{n} x_{i}y^{i} = 0\right). \end{align*} $$
$$ \begin{align*}\mathrm{Sol}_{n}(x_{0},\ldots, x_{n}) \leftrightarrow (\exists y)\left(\sum_{i=0}^{n} x_{i}y^{i} = 0\right). \end{align*} $$
In this language, the theory of pseudo-finite fields eliminates quantifiers (see [Reference Chatzidakis6, Theorem 4.2]). By Corollary 3.3, 
 $\prod M_{p}/\mathcal {D}$
 eliminates quantifiers, when each
$\prod M_{p}/\mathcal {D}$
 eliminates quantifiers, when each 
 $M_{p}$
 is endowed with an
$M_{p}$
 is endowed with an 
 $\mathscr {L}^{\dagger }$
-structure on the field sort.
$\mathscr {L}^{\dagger }$
-structure on the field sort.
4 Neostability
4.1 NIP
 $_c$
$_c$
First we will show that T is c-dependent, deducing this from the Chernikov–Hempel Composition Lemma, as in [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 5.20]:
Fact 4.1 [Reference Chernikov and Hempel7].
 Let M be an 
 $\mathscr {L}'$
-structure such that its reduct to a language
$\mathscr {L}'$
-structure such that its reduct to a language 
 $\mathscr {L} \subseteq \mathscr {L}'$
 is NIP. Let
$\mathscr {L} \subseteq \mathscr {L}'$
 is NIP. Let 
 $d,k$
 be natural numbers and
$d,k$
 be natural numbers and 
 $\varphi (x_{1}, \ldots , x_{d})$
 be an
$\varphi (x_{1}, \ldots , x_{d})$
 be an 
 $\mathscr {L}$
-formula. Let further
$\mathscr {L}$
-formula. Let further 
 $y_{0}, \ldots , y_{k}$
 be arbitrary
$y_{0}, \ldots , y_{k}$
 be arbitrary 
 $(k+1)$
-tuples of variables. For each
$(k+1)$
-tuples of variables. For each 
 $1 \leq t \leq d$
, let
$1 \leq t \leq d$
, let 
 $0 \leq i_{t,1}, \ldots , i_{t,k} \leq k$
 be arbitrary and let
$0 \leq i_{t,1}, \ldots , i_{t,k} \leq k$
 be arbitrary and let 
 $f_{t} : M_{y_{i_{t,1}}} \times \ldots \times M_{y_{i_{t,k}}} \to M_{x_{t}}$
 be an arbitrary k-ary function. Then the formula
$f_{t} : M_{y_{i_{t,1}}} \times \ldots \times M_{y_{i_{t,k}}} \to M_{x_{t}}$
 be an arbitrary k-ary function. Then the formula 
 $$ \begin{align*}\psi(y_{0}; y_{1}, \ldots, y_{k}) = \varphi(f_{1}(y_{i_{1,1}}, \ldots, y_{i_{1,k}}), \ldots, f_{d}(y_{i_{d,1}}, \ldots, y_{i_{d,k}})) \end{align*} $$
$$ \begin{align*}\psi(y_{0}; y_{1}, \ldots, y_{k}) = \varphi(f_{1}(y_{i_{1,1}}, \ldots, y_{i_{1,k}}), \ldots, f_{d}(y_{i_{d,1}}, \ldots, y_{i_{d,k}})) \end{align*} $$
is k-dependent.
 We will start by giving a description of terms in this theory, along the lines of [Reference d’Elbée, Müller, Ramsey and Siniora10, Lemma 5.17] there, though there are new complications due to the extra structure. We recall that 
 $\mathscr {L}^{-}_{V,K,c}$
 is the language
$\mathscr {L}^{-}_{V,K,c}$
 is the language 
 $\mathscr {L}_{V,K,c}$
 with the Lie bracket symbol removed.
$\mathscr {L}_{V,K,c}$
 with the Lie bracket symbol removed.
Lemma 4.2. Suppose 
 $\overline {x}$
 is a tuple of field variables,
$\overline {x}$
 is a tuple of field variables, 
 $\overline {y}$
 is a tuple of vector space variables, and
$\overline {y}$
 is a tuple of vector space variables, and 
 $t(\overline {x},\overline {y})$
 is a term of
$t(\overline {x},\overline {y})$
 is a term of 
 $\mathscr {L}_{K,V,c}$
.
$\mathscr {L}_{K,V,c}$
. 
- 
(1) If t is valued in the vector space sort, then where each $$ \begin{align*}t(\overline{x},\overline{y}) = \sum_{i = 1}^{n} t_{i}(\overline{x},\overline{y}) \cdot m_{i}(\overline{y}), \end{align*} $$ $$ \begin{align*}t(\overline{x},\overline{y}) = \sum_{i = 1}^{n} t_{i}(\overline{x},\overline{y}) \cdot m_{i}(\overline{y}), \end{align*} $$ $t_{i}(\overline {x},\overline {y})$
 is a term valued in the field sort, and each $t_{i}(\overline {x},\overline {y})$
 is a term valued in the field sort, and each $m_{i}(\overline {y})$
 is a Lie monomial whose variables come from $m_{i}(\overline {y})$
 is a Lie monomial whose variables come from $\overline {y}$
. $\overline {y}$
.
- 
(2) If t is valued in the field sort, then  $t(\overline {x},\overline {y}) = s(\overline {x},\overline {m}(\overline {y}))$
, where s is a term of $t(\overline {x},\overline {y}) = s(\overline {x},\overline {m}(\overline {y}))$
, where s is a term of $\mathscr {L}_{K,V,c}^{-}$
 and $\mathscr {L}_{K,V,c}^{-}$
 and $\overline {m}(\overline {y})$
 is a tuple of Lie monomials in the variables $\overline {m}(\overline {y})$
 is a tuple of Lie monomials in the variables $\overline {y}$
. $\overline {y}$
.
Proof. (1) It is clear that the statement is true for variables and constants. It is also clear that the class of terms of this form is closed under scalar multiplication by a field valued term 
 $s(\overline {x},\overline {y})$
, vector addition and subtraction, and by application of the Lie bracket. Therefore, the conclusion follows by induction on terms.
$s(\overline {x},\overline {y})$
, vector addition and subtraction, and by application of the Lie bracket. Therefore, the conclusion follows by induction on terms.
 (2) We will argue by induction on terms using (1). The conclusion is obvious for constants and variables. The class of terms satisfying the description in (2) is also clearly closed under the field operations. The only non-trivial case, then, is to check that a coordinate function applied to vector space sort valued terms can again be written in this form. Fix natural numbers 
 $i_{*} \leq n$
. So assume
$i_{*} \leq n$
. So assume 
 $t_{1}(\overline {x},\overline {y}), \ldots , t_{n+1}(\overline {x},\overline {y})$
 are vector space sort valued terms and
$t_{1}(\overline {x},\overline {y}), \ldots , t_{n+1}(\overline {x},\overline {y})$
 are vector space sort valued terms and 
 $$ \begin{align*}t(\overline{x},\overline{y}) = \pi_{n,i_{*}}(t_{1}(\overline{x},\overline{y}), \ldots, t_{n+1}(\overline{x},\overline{y})), \end{align*} $$
$$ \begin{align*}t(\overline{x},\overline{y}) = \pi_{n,i_{*}}(t_{1}(\overline{x},\overline{y}), \ldots, t_{n+1}(\overline{x},\overline{y})), \end{align*} $$
is a term of minimal complexity for which the conclusion has not yet been established. By (1), for each 
 $1 \leq i \leq n+1$
, we have
$1 \leq i \leq n+1$
, we have 
 $$ \begin{align*}t_{i}(\overline{x},\overline{y}) = \sum_{j = 1}^{k_{i}} t_{i,j}(\overline{x},\overline{y})m_{i,j}'(\overline{y}), \end{align*} $$
$$ \begin{align*}t_{i}(\overline{x},\overline{y}) = \sum_{j = 1}^{k_{i}} t_{i,j}(\overline{x},\overline{y})m_{i,j}'(\overline{y}), \end{align*} $$
where each 
 $t_{i,j}$
 is a term valued in the field sort and
$t_{i,j}$
 is a term valued in the field sort and 
 $m^{\prime }_{i,j}(\overline {y})$
 is a Lie monomial. By induction, then, each term
$m^{\prime }_{i,j}(\overline {y})$
 is a Lie monomial. By induction, then, each term 
 $t_{i,j}(\overline {x},\overline {y}) = s_{i,j}(\overline {x}, \overline {m}_{i,j}(\overline {y}))$
, where
$t_{i,j}(\overline {x},\overline {y}) = s_{i,j}(\overline {x}, \overline {m}_{i,j}(\overline {y}))$
, where 
 $s_{i,j}(\overline {x},\overline {z}_{i,j})$
 is a term of
$s_{i,j}(\overline {x},\overline {z}_{i,j})$
 is a term of 
 $\mathscr {L}_{K,V,c}^{-}$
 and
$\mathscr {L}_{K,V,c}^{-}$
 and 
 $\overline {m}_{i,j}(\overline {y})$
 is a tuple of Lie monomials. Therefore, we have
$\overline {m}_{i,j}(\overline {y})$
 is a tuple of Lie monomials. Therefore, we have 
 $$ \begin{align*}t(\overline{x},\overline{y}) = \pi_{n,i_{*}}\left( \sum_{j = 1}^{k_{1}} s_{1,j}(\overline{x},\overline{m}_{1,j}(\overline{y}))m^{\prime}_{1,j}(\overline{y}), \ldots, \sum_{j = 1}^{k_{n+1}} s_{n+1,j} (\overline{x},\overline{m}_{n+1,j}(\overline{y}))m^{\prime}_{n+1,j}(\overline{y})\!\right). \end{align*} $$
$$ \begin{align*}t(\overline{x},\overline{y}) = \pi_{n,i_{*}}\left( \sum_{j = 1}^{k_{1}} s_{1,j}(\overline{x},\overline{m}_{1,j}(\overline{y}))m^{\prime}_{1,j}(\overline{y}), \ldots, \sum_{j = 1}^{k_{n+1}} s_{n+1,j} (\overline{x},\overline{m}_{n+1,j}(\overline{y}))m^{\prime}_{n+1,j}(\overline{y})\!\right). \end{align*} $$
Consider the 
 $\mathscr {L}_{K,V,c}^{-}$
 term
$\mathscr {L}_{K,V,c}^{-}$
 term 
 $s(\overline {x},\overline {z},\overline {w})$
 defined by
$s(\overline {x},\overline {z},\overline {w})$
 defined by 
 $$ \begin{align*}s(\overline{x},\overline{z},\overline{w}) = \pi_{n,i_{*}}\left( \sum_{j = 1}^{k_{1}} s_{1,j}(\overline{x},\overline{z}_{1,j})w_{i,j}, \ldots, \sum_{j = 1}^{k_{n+1}} s_{n+1,j} (\overline{x},\overline{z}_{n+1,j})w_{i,j}\right), \end{align*} $$
$$ \begin{align*}s(\overline{x},\overline{z},\overline{w}) = \pi_{n,i_{*}}\left( \sum_{j = 1}^{k_{1}} s_{1,j}(\overline{x},\overline{z}_{1,j})w_{i,j}, \ldots, \sum_{j = 1}^{k_{n+1}} s_{n+1,j} (\overline{x},\overline{z}_{n+1,j})w_{i,j}\right), \end{align*} $$
where 
 $\overline {z}$
 is a tuple concatenating the tuples
$\overline {z}$
 is a tuple concatenating the tuples 
 $\overline {z}_{i,j}$
 and
$\overline {z}_{i,j}$
 and 
 $\overline {w}$
 is a tuple enumerating the
$\overline {w}$
 is a tuple enumerating the 
 $w_{i,j}$
. Then if
$w_{i,j}$
. Then if 
 $\overline {m}(\overline {y})$
 concatenates the tuples
$\overline {m}(\overline {y})$
 concatenates the tuples 
 $\overline {m}_{i,j}(\overline {y})$
 and
$\overline {m}_{i,j}(\overline {y})$
 and 
 $\overline {m}'(\overline {y})$
 enumerates the
$\overline {m}'(\overline {y})$
 enumerates the 
 $m^{\prime }_{i,j}(\overline {y})$
, then we obtain
$m^{\prime }_{i,j}(\overline {y})$
, then we obtain 
 $$ \begin{align*}t(\overline{x},\overline{y}) = s(\overline{x},\overline{m}(\overline{y}),\overline{m}'(\overline{y})), \end{align*} $$
$$ \begin{align*}t(\overline{x},\overline{y}) = s(\overline{x},\overline{m}(\overline{y}),\overline{m}'(\overline{y})), \end{align*} $$
which has the desired form. This completes the induction.
Lemma 4.3. The reduct of T to the language 
 $\mathscr {L}^{-}_{K,V,c}$
 is stable.
$\mathscr {L}^{-}_{K,V,c}$
 is stable.
Proof. The reduct of T to the language 
 $\mathscr {L}^{-}_{K,V,c}$
 is the theory of an infinite dimensional vector space over an algebraically closed field, with a distinguished flag of length c such that each quotient
$\mathscr {L}^{-}_{K,V,c}$
 is the theory of an infinite dimensional vector space over an algebraically closed field, with a distinguished flag of length c such that each quotient 
 $P_{i}(M)/P_{i+1}(M)$
 is infinite-dimensional. It is complete after specifying a characteristic of the field and a model M of size
$P_{i}(M)/P_{i+1}(M)$
 is infinite-dimensional. It is complete after specifying a characteristic of the field and a model M of size 
 $\aleph _{1}$
 of a completion is determined by specifying the transcendence degree of the field over the prime subfield, and the dimension of each quotient
$\aleph _{1}$
 of a completion is determined by specifying the transcendence degree of the field over the prime subfield, and the dimension of each quotient 
 $P_{i}(M)/P_{i+1}(M)$
. There are countably many choices for the transcendence degree, since this can be finite,
$P_{i}(M)/P_{i+1}(M)$
. There are countably many choices for the transcendence degree, since this can be finite, 
 $\aleph _{0}$
, or
$\aleph _{0}$
, or 
 $\aleph _{1}$
, and there are two choices,
$\aleph _{1}$
, and there are two choices, 
 $\aleph _{0}$
 or
$\aleph _{0}$
 or 
 $\aleph _{1}$
, for each quotient. It follows that there are only
$\aleph _{1}$
, for each quotient. It follows that there are only 
 $\aleph _{0}$
 many models of size
$\aleph _{0}$
 many models of size 
 $\aleph _{1}$
. This implies that every completion of the reduct of T to the language
$\aleph _{1}$
. This implies that every completion of the reduct of T to the language 
 $\mathscr {L}^{-}_{K,V,c}$
 is
$\mathscr {L}^{-}_{K,V,c}$
 is 
 $\omega $
-stable.
$\omega $
-stable.
Theorem 4.4. The theory T is c-dependent and 
 $(c-1)$
-independent.
$(c-1)$
-independent.
Proof. The proof that T is 
 $(c-1)$
-independent is identical to the argument of [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 5.20], replacing the free c-nilpotent Lie algebra over
$(c-1)$
-independent is identical to the argument of [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 5.20], replacing the free c-nilpotent Lie algebra over 
 $\mathbb {F}_{p}$
 with the free c-nilpotent Lie algebra over any algebraically closed field. Moreover, it follows by Lemma 4.2 that every formula
$\mathbb {F}_{p}$
 with the free c-nilpotent Lie algebra over any algebraically closed field. Moreover, it follows by Lemma 4.2 that every formula 
 $\varphi (\overline {x},\overline {y})$
 of
$\varphi (\overline {x},\overline {y})$
 of 
 $\mathscr {L}_{K,V,c}$
, where
$\mathscr {L}_{K,V,c}$
, where 
 $\overline {x}$
 is a tuple of field sort variables and
$\overline {x}$
 is a tuple of field sort variables and 
 $\overline {y}$
 is a tuple of vector space sort variables, can be written in the form
$\overline {y}$
 is a tuple of vector space sort variables, can be written in the form 
 $$ \begin{align*}\psi(\overline{x},\overline{m}(\overline{y})) \end{align*} $$
$$ \begin{align*}\psi(\overline{x},\overline{m}(\overline{y})) \end{align*} $$
for an 
 $\mathscr {L}_{K,V,c}^{-}$
-formula
$\mathscr {L}_{K,V,c}^{-}$
-formula 
 $\psi (\overline {x},\overline {z})$
, where
$\psi (\overline {x},\overline {z})$
, where 
 $\overline {m}(\overline {y})$
 is a tuple of Lie monomials in the variables
$\overline {m}(\overline {y})$
 is a tuple of Lie monomials in the variables 
 $\overline {y}$
. By c-nilpotence, every Lie monomial is at most c-ary. By Lemma 4.3, the formula
$\overline {y}$
. By c-nilpotence, every Lie monomial is at most c-ary. By Lemma 4.3, the formula 
 $\psi (\overline {x},\overline {z})$
 is stable. Therefore, by Fact 4.1, we conclude that T is c-dependent.
$\psi (\overline {x},\overline {z})$
 is stable. Therefore, by Fact 4.1, we conclude that T is c-dependent.
Remark 4.5. For the case of 
 $c = 2$
, the proof actually gives that T is NFOP
$c = 2$
, the proof actually gives that T is NFOP
 $_{2}$
 by [Reference Abd Aldaim, Conant and Terry1, Theorem 2.16].
$_{2}$
 by [Reference Abd Aldaim, Conant and Terry1, Theorem 2.16].
4.2 Generalities in NSOP
 $_1$
 theories
$_1$
 theories
 In this subsection we fix a monster model 
 $\mathbb {M}$
 of a fixed theory T. In general,
$\mathbb {M}$
 of a fixed theory T. In general, 
 $a,b,c,\ldots $
 are (possibly infinite) tuples from
$a,b,c,\ldots $
 are (possibly infinite) tuples from 
 $\mathbb {M}$
;
$\mathbb {M}$
; 
 $A,B,C,\ldots $
 are small subsets of
$A,B,C,\ldots $
 are small subsets of 
 $\mathbb {M}$
 and
$\mathbb {M}$
 and 
 $M,N,\ldots $
 are small elementary substructures of
$M,N,\ldots $
 are small elementary substructures of 
 $\mathbb {M}$
.
$\mathbb {M}$
.
Definition 4.6. We write  if
 if 
 $\mathrm {tp}(a/bE)$
 is finitely satisfiable in E. We write
$\mathrm {tp}(a/bE)$
 is finitely satisfiable in E. We write  if
 if  .
.
Definition 4.7. For any ternary relation  over small subsets of
 over small subsets of 
 $\mathbb {M}$
 we call a sequence
$\mathbb {M}$
 we call a sequence 
 $(a_i)_{i<\omega }$
 an
$(a_i)_{i<\omega }$
 an  -Morley sequence over C if it is C-indiscernible and
-Morley sequence over C if it is C-indiscernible and  for all
 for all 
 $i<\omega $
.
$i<\omega $
.
Fact 4.8. Suppose 
 $(a_i)_{i<\omega }$
 is an indiscernible sequence in
$(a_i)_{i<\omega }$
 is an indiscernible sequence in 
 $\mathbb {M}$
. Then there is a model M such that
$\mathbb {M}$
. Then there is a model M such that 
 $(a_i)_{i<\omega }$
 is
$(a_i)_{i<\omega }$
 is  -independent over M.
-independent over M.
Proof. Apply [Reference d’Elbée9, Theorem 3.3.7].
Definition 4.9. Let 
 $M\prec \mathbb {M}$
 be a small model.
$M\prec \mathbb {M}$
 be a small model. 
- 
• A type p over a model M Kim-divides over M if p implies a formula  $\phi (x,b)$
 which Kim-divides over M, that is, there exists an $\phi (x,b)$
 which Kim-divides over M, that is, there exists an -Morley sequence -Morley sequence $(b_i)_{i<\omega }$
 in $(b_i)_{i<\omega }$
 in $\mathrm {tp}(b/M)$
 such that $\mathrm {tp}(b/M)$
 such that $\left \{ {\phi (x,b_i)\mid i<\omega } \right \}$
 is inconsistent. $\left \{ {\phi (x,b_i)\mid i<\omega } \right \}$
 is inconsistent.
- 
• We say that a and b are Kim-independent over M, denoted  if if $\mathrm {tp}(a/Mb)$
 does not Kim-divide over $\mathrm {tp}(a/Mb)$
 does not Kim-divide over $M.$ $M.$
 Recall that NSOP
 $_1$
 theories can be characterized in terms of Kim-forking in the same way simple theories are characterized in terms of forking. For instance, a theory is NSOP
$_1$
 theories can be characterized in terms of Kim-forking in the same way simple theories are characterized in terms of forking. For instance, a theory is NSOP
 $_1$
 if and only if
$_1$
 if and only if  is symmetric over models, see [Reference Kaplan and Ramsey15] for more about NSOP
 is symmetric over models, see [Reference Kaplan and Ramsey15] for more about NSOP
 $_1$
 theories.
$_1$
 theories.
Remark 4.10. It is easy to check that if  then
 then  . Note also that if
. Note also that if  in
 in 
 $\mathbb {M}$
, then in any reduct of
$\mathbb {M}$
, then in any reduct of 
 $\mathbb {M}$
 the type of a over
$\mathbb {M}$
 the type of a over 
 $Mb$
 is finitely satisfiable in M in the sense of the reduct.
$Mb$
 is finitely satisfiable in M in the sense of the reduct.
Fact 4.11 (Strengthened independence theorem [Reference Kruckman and Ramsey18, Theorem 2.13]).
 Assume that T is NSOP
 $_1$
 and
$_1$
 and 
 $M\prec \mathbb {M}$
,
$M\prec \mathbb {M}$
,  ,
,  ,
,  and
 and 
 $c_1\equiv _M c_2$
. Then there exists c such that
$c_1\equiv _M c_2$
. Then there exists c such that 
 $c\equiv _{Ma}c_1$
,
$c\equiv _{Ma}c_1$
, 
 $c\equiv _{Mb} c_2,$
 and
$c\equiv _{Mb} c_2,$
 and 
 $(a,b,c)$
 is an independent triple over M (by which we mean
$(a,b,c)$
 is an independent triple over M (by which we mean  ,
,  and
 and  ).
).
 We denote by  the usual forking independence relation. The theory of Kim-independence in general is defined over models because of its intrinsic definition which uses global coheir types which in general only exist over models. However, the whole theory of Kim-independence can be extended over arbitrary sets provided every set is an extension base for forking i.e.,
 the usual forking independence relation. The theory of Kim-independence in general is defined over models because of its intrinsic definition which uses global coheir types which in general only exist over models. However, the whole theory of Kim-independence can be extended over arbitrary sets provided every set is an extension base for forking i.e.,  for all
 for all 
 $a,C$
, see [Reference Dobrowolski, Kim and Ramsey12]. In particular, we have the following:
$a,C$
, see [Reference Dobrowolski, Kim and Ramsey12]. In particular, we have the following:
Fact 4.12. If T is NSOP
 $_1$
 and every small subset of
$_1$
 and every small subset of 
 $\mathbb {M}$
 is an extension base for forking, then for all
$\mathbb {M}$
 is an extension base for forking, then for all 
 $a,b,C$
 there exists
$a,b,C$
 there exists 
 $a'\equiv _C a$
 such that
$a'\equiv _C a$
 such that  .
.
 Given three fields 
 $C\subseteq A\cap B$
, we denote by
$C\subseteq A\cap B$
, we denote by  if the transcendence degree of a over C equals the transcendence degree of a over B, for all tuples a from A.
 if the transcendence degree of a over C equals the transcendence degree of a over B, for all tuples a from A.
Fact 4.13 [Reference Kaplan and Ramsey15, Proposition 9.28] [Reference Chatzidakis4].
 Let T be an NSOP
 $_1$
 theory of fields, then
$_1$
 theory of fields, then  implies
 implies  .
.
The following is a technical lemma we will need later. It is a variant of the ‘algebraically reasonable independence theorem’ of [Reference Kruckman and Ramsey18].
Lemma 4.14. Suppose T is NSOP
 $_{1}$
,
$_{1}$
, 
 $M {\vDash } T$
, and we have
$M {\vDash } T$
, and we have  . If we are given models
. If we are given models 
 $N_{0},N_{1}$
 which contain M and satisfy
$N_{0},N_{1}$
 which contain M and satisfy 
 $N_{0} \equiv _{M} N_{1}$
,
$N_{0} \equiv _{M} N_{1}$
,  , and
, and  , then there is some model N such that
, then there is some model N such that 
 $N \equiv _{MA} N_{0}$
,
$N \equiv _{MA} N_{0}$
, 
 $N \equiv _{MB} N_{1}$
,
$N \equiv _{MB} N_{1}$
,  and additionally,
 and additionally,  .
.
Proof. Let 
 $I = (B_{i})_{i < \omega }$
 be an indiscernible sequence with
$I = (B_{i})_{i < \omega }$
 be an indiscernible sequence with 
 $B_{0} = B$
 which is both tree Morley over M and over
$B_{0} = B$
 which is both tree Morley over M and over 
 $N_{1}$
, which exists by [Reference Kaplan and Ramsey16, Proposition 6.4]. By the chain condition, there is
$N_{1}$
, which exists by [Reference Kaplan and Ramsey16, Proposition 6.4]. By the chain condition, there is 
 $I' \equiv _{MB_{0}} I$
 such that
$I' \equiv _{MB_{0}} I$
 such that  and that
 and that 
 $I'$
 is
$I'$
 is 
 $MA$
-indiscernible. Let
$MA$
-indiscernible. Let 
 $N_{1}^{\prime }$
 be a model with
$N_{1}^{\prime }$
 be a model with 
 $N^{\prime }_{1}I' \equiv _{MB_{0}} N_{1}I$
. Note that, by invariance, we have
$N^{\prime }_{1}I' \equiv _{MB_{0}} N_{1}I$
. Note that, by invariance, we have  and
 and 
 $I'$
 is tree Morley over M. Thus, we have
$I'$
 is tree Morley over M. Thus, we have  and, hence, by the independence theorem, there is some
 and, hence, by the independence theorem, there is some 
 $N_{*} {\vDash } \mathrm {tp}(N_{0}/MA) \cup \mathrm {tp}(N^{\prime }_{1}/MI')$
 with
$N_{*} {\vDash } \mathrm {tp}(N_{0}/MA) \cup \mathrm {tp}(N^{\prime }_{1}/MI')$
 with  . Then
. Then 
 $I'$
 is both
$I'$
 is both 
 $N_{*}$
-indiscernible and
$N_{*}$
-indiscernible and 
 $MA$
-indiscernible. By Ramsey and compactness, extract an
$MA$
-indiscernible. By Ramsey and compactness, extract an 
 $N_{*}A$
-indiscernible sequence
$N_{*}A$
-indiscernible sequence 
 $I"$
 from
$I"$
 from 
 $I'$
. Then
$I'$
. Then 
 $I"$
 is also a tree Morley sequence over
$I"$
 is also a tree Morley sequence over 
 $N_{*}$
 and
$N_{*}$
 and 
 $I" \equiv _{MA} I'$
. Choose some model N such that
$I" \equiv _{MA} I'$
. Choose some model N such that 
 $NI' \equiv _{MA} N_{*}I"$
. Thus,
$NI' \equiv _{MA} N_{*}I"$
. Thus, 
 $I'$
 is
$I'$
 is 
 $NA$
-indiscernible and is a tree Morley sequence over N starting with B. Thus, by witnessing, we have
$NA$
-indiscernible and is a tree Morley sequence over N starting with B. Thus, by witnessing, we have  .
.
4.3 
T is NSOP
 $_4$
$_4$
 We will work in the model companion 
 $T^{+}$
 of the two-sorted theory of c-nilpotent Lie algebras
$T^{+}$
 of the two-sorted theory of c-nilpotent Lie algebras 
 $(K,V,[\cdot ,\cdot ])$
 assuming that
$(K,V,[\cdot ,\cdot ])$
 assuming that 
 $\mathrm {Th}(K) = T^{\dagger }$
 is NSOP
$\mathrm {Th}(K) = T^{\dagger }$
 is NSOP
 $_{1}$
. Recall that monster model is called
$_{1}$
. Recall that monster model is called 
 $\mathbb {M}$
. We will try to deduce that
$\mathbb {M}$
. We will try to deduce that 
 $T^{+}$
 is NSOP
$T^{+}$
 is NSOP
 $_{4}$
.
$_{4}$
.
Definition 4.15. Suppose 
 $n \geq 3$
. We say a theory T has SOP
$n \geq 3$
. We say a theory T has SOP
 $_{n}$
 (n-strong order property), if there is some type
$_{n}$
 (n-strong order property), if there is some type 
 $p(x,y)$
 and an indiscernible sequence
$p(x,y)$
 and an indiscernible sequence 
 $(a_{i})_{i < \omega }$
 satisfying the following.
$(a_{i})_{i < \omega }$
 satisfying the following. 
- 
•  $(a_{i},a_{j}) {\vDash } p \iff i < j$
. $(a_{i},a_{j}) {\vDash } p \iff i < j$
.
- 
•  $p(x_{0},x_{1}) \cup p(x_{1},x_{2}) \cup \ldots \cup p(x_{n-2},x_{n-1}) \cup p(x_{n-1},x_{0})$
 is inconsistent. $p(x_{0},x_{1}) \cup p(x_{1},x_{2}) \cup \ldots \cup p(x_{n-2},x_{n-1}) \cup p(x_{n-1},x_{0})$
 is inconsistent.
We say that T is NSOP
 $_n$
 if it does not have SOP
$_n$
 if it does not have SOP
 $_n$
.
$_n$
.
 Now we will argue that 
 $T^{+}$
 is NSOP
$T^{+}$
 is NSOP
 $_{4}$
. We begin by defining a notion of independence. Given substructures A, B, and C of
$_{4}$
. We begin by defining a notion of independence. Given substructures A, B, and C of 
 $\mathbb {M}$
 with
$\mathbb {M}$
 with 
 $K(A) = K(B) = K(C) = K$
, we will abuse notation and write
$K(A) = K(B) = K(C) = K$
, we will abuse notation and write  to mean that
 to mean that 
 $V(A)$
 and
$V(A)$
 and 
 $V(B)$
 are freely amalgamated over
$V(B)$
 are freely amalgamated over 
 $V(C)$
 in
$V(C)$
 in 
 $V(\langle A B \rangle )$
, where each vector space is viewed as an LLA over K. Note that, by Lemma 2.7, if A is a substructure of
$V(\langle A B \rangle )$
, where each vector space is viewed as an LLA over K. Note that, by Lemma 2.7, if A is a substructure of 
 $\mathbb {M}$
 and F is a field with
$\mathbb {M}$
 and F is a field with 
 $K(A) \subseteq F \subseteq K(\mathbb {M})$
, then
$K(A) \subseteq F \subseteq K(\mathbb {M})$
, then 
 $\langle F, A \rangle $
 may be identified with the structure
$\langle F, A \rangle $
 may be identified with the structure 
 $(F, F \otimes _{K(A)} V(A))$
. We will refer to the substructure of
$(F, F \otimes _{K(A)} V(A))$
. We will refer to the substructure of 
 $\mathbb {M}$
 generated in this way as the ‘extension of scalars’ of A to the field F.
$\mathbb {M}$
 generated in this way as the ‘extension of scalars’ of A to the field F.
Definition 4.16. Suppose A, B, and C are algebraically closed subsets of 
 $\mathbb {M}$
 with
$\mathbb {M}$
 with 
 $C \subseteq A \cap B$
. We define
$C \subseteq A \cap B$
. We define  to hold if the following conditions are satisfied.
 to hold if the following conditions are satisfied. 
- 
(1)  . .
- 
(2)  $K(\langle A,B \rangle ) = K(A)K(B)$
. $K(\langle A,B \rangle ) = K(A)K(B)$
.
- 
(3)  where where $\tilde {A}$
, $\tilde {A}$
, $\tilde {B}$
, and $\tilde {B}$
, and $\tilde {C}$
 are the extension of scalars of A, B, and C to the field $\tilde {C}$
 are the extension of scalars of A, B, and C to the field $K(\langle A,B \rangle )$
. $K(\langle A,B \rangle )$
.
More generally, given arbitrary sets 
 $A,B,$
 and C, we define
$A,B,$
 and C, we define  to mean
 to mean  . When
. When 
 $\mathrm {Th}(K(\mathbb {M}))$
 is strictly NSOP
$\mathrm {Th}(K(\mathbb {M}))$
 is strictly NSOP
 $_{1}$
, we will additionally restrict attention to the case that
$_{1}$
, we will additionally restrict attention to the case that 
 $K(C)$
 is a model of
$K(C)$
 is a model of 
 $\mathrm {Th}(K(\mathbb {M}))$
 in the language of the field sort.
$\mathrm {Th}(K(\mathbb {M}))$
 in the language of the field sort.
First, we observe that one cannot extend scalars and get something freely amalgamated unless the structures were freely amalgamated in the first place.
Lemma 4.17. Suppose 
 $M {\vDash } T_{0}$
 and
$M {\vDash } T_{0}$
 and 
 $A,B,C$
 are substructures with
$A,B,C$
 are substructures with 
 $C \subseteq A,B \subseteq M$
. Let
$C \subseteq A,B \subseteq M$
. Let 
 $K = K(A)K(B)$
 and
$K = K(A)K(B)$
 and 
 $K'$
 be any field with
$K'$
 be any field with 
 $K \subseteq K' \subseteq K(M)$
 and let
$K \subseteq K' \subseteq K(M)$
 and let 
 $A',B',C'$
 be the associated extensions of scalars of A, B, and C to LLAs over
$A',B',C'$
 be the associated extensions of scalars of A, B, and C to LLAs over 
 $K'$
. Then if
$K'$
. Then if  as LLAs over
 as LLAs over 
 $K'$
, then
$K'$
, then  as LLAs over K and
 as LLAs over K and 
 $K(\langle A,B \rangle ) = K$
 in M.
$K(\langle A,B \rangle ) = K$
 in M.
Proof. We may view 
 $A' \otimes _{C'} B'$
 as the sub-LLA over
$A' \otimes _{C'} B'$
 as the sub-LLA over 
 $K'$
 of M generated by
$K'$
 of M generated by 
 $A'$
 and
$A'$
 and 
 $B'$
. In the two-sorted language, this amounts to saying that
$B'$
. In the two-sorted language, this amounts to saying that 
 $A' \otimes _{C'} B'$
 can be identified with the vector space sort of
$A' \otimes _{C'} B'$
 can be identified with the vector space sort of 
 $\langle A',B' \rangle = \langle A,B,K' \rangle $
 in
$\langle A',B' \rangle = \langle A,B,K' \rangle $
 in 
 $M'$
. Let
$M'$
. Let 
 $\tilde {A} = \langle A,K\rangle $
,
$\tilde {A} = \langle A,K\rangle $
, 
 $\tilde {B} = \langle B,K \rangle $
, and
$\tilde {B} = \langle B,K \rangle $
, and 
 $\tilde {C} = \langle C,K\rangle $
 be the extensions of scalars of A, B, and C to K. We will argue that
$\tilde {C} = \langle C,K\rangle $
 be the extensions of scalars of A, B, and C to K. We will argue that 
 $\langle A,B \rangle $
 can be identified with
$\langle A,B \rangle $
 can be identified with 
 $\tilde {A} \otimes _{\tilde {C}} \tilde {B}$
.
$\tilde {A} \otimes _{\tilde {C}} \tilde {B}$
.
 Let L be any LLA over K and consider LLA homomorphisms 
 $f: \tilde {A} \to L$
 and
$f: \tilde {A} \to L$
 and 
 $g: \tilde {B} \to L$
 over K which agree on
$g: \tilde {B} \to L$
 over K which agree on 
 $\tilde {C}$
. Let
$\tilde {C}$
. Let 
 $L'$
 be the extension of scalars of L to
$L'$
 be the extension of scalars of L to 
 $L'$
, an LLA over
$L'$
, an LLA over 
 $K'$
. Then f and g induce
$K'$
. Then f and g induce 
 $K'$
-linear maps
$K'$
-linear maps 
 $f' : A' \to L'$
 and
$f' : A' \to L'$
 and 
 $g' : B' \to L'$
 which agree on
$g' : B' \to L'$
 which agree on 
 $C'$
. Hence, there is a map
$C'$
. Hence, there is a map 
 $h' : \langle A',B' \rangle \to L'$
 extending
$h' : \langle A',B' \rangle \to L'$
 extending 
 $f'$
 and
$f'$
 and 
 $g'$
. In particular,
$g'$
. In particular, 
 $h = h'|_{\langle A,B \rangle }$
 extends f and g. Since the image of h is, therefore, generated as an LLA over K by
$h = h'|_{\langle A,B \rangle }$
 extends f and g. Since the image of h is, therefore, generated as an LLA over K by 
 $f(\tilde {A})$
 and
$f(\tilde {A})$
 and 
 $g(\tilde {B})$
, it follows that the image of h lands in L. Applying this to the
$g(\tilde {B})$
, it follows that the image of h lands in L. Applying this to the 
 $L = \tilde {A} \otimes _{\tilde {C}} \tilde {B}$
 with
$L = \tilde {A} \otimes _{\tilde {C}} \tilde {B}$
 with 
 $f= \mathrm {id}_{\tilde {A}}$
 and
$f= \mathrm {id}_{\tilde {A}}$
 and 
 $g = \mathrm {id}_{\tilde {B}}$
, we see in particular that
$g = \mathrm {id}_{\tilde {B}}$
, we see in particular that 
 $K(\langle A,B \rangle ) = K$
. More generally, we have shown
$K(\langle A,B \rangle ) = K$
. More generally, we have shown 
 $\langle A,B \rangle $
 satisfies the desired universal property so
$\langle A,B \rangle $
 satisfies the desired universal property so 
 $\langle A,B \rangle \cong \tilde {A} \otimes _{\tilde {C}} \tilde {B}$
.
$\langle A,B \rangle \cong \tilde {A} \otimes _{\tilde {C}} \tilde {B}$
.
Lemma 4.18. The relation  is invariant, symmetric, and satisfies full existence (over models in the case that the field is strictly NSOP
 is invariant, symmetric, and satisfies full existence (over models in the case that the field is strictly NSOP
 $_{1}$
). Moreover, in the case that the field is algebraically closed,
$_{1}$
). Moreover, in the case that the field is algebraically closed,  is stationary.
 is stationary.
Proof. Invariance and symmetry are clear, by the invariance and symmetry of  in NSOP
 in NSOP
 $_{1}$
 theories. To prove full existence, suppose we are given algebraically closed A, B, and C with
$_{1}$
 theories. To prove full existence, suppose we are given algebraically closed A, B, and C with 
 $C \subseteq A \cap B$
. We will assume
$C \subseteq A \cap B$
. We will assume 
 $K(C)$
 is a model of
$K(C)$
 is a model of 
 $\mathrm {Th}(K(\mathbb {M}))$
. We want to find some
$\mathrm {Th}(K(\mathbb {M}))$
. We want to find some 
 $D \equiv _{C} A$
 such that
$D \equiv _{C} A$
 such that  . First, we will use full existence in
. First, we will use full existence in 
 $\mathrm {Th}(K(\mathbb {M}))$
 to find some
$\mathrm {Th}(K(\mathbb {M}))$
 to find some 
 $K' \equiv _{K(C)} K(A)$
 with
$K' \equiv _{K(C)} K(A)$
 with  . Let
. Let 
 $\sigma \in \mathrm {Aut}(K(\mathbb {M})/K(C))$
 be an automorphism with
$\sigma \in \mathrm {Aut}(K(\mathbb {M})/K(C))$
 be an automorphism with 
 $\sigma (K(A)) = K'$
. Let
$\sigma (K(A)) = K'$
. Let 
 $\overline {c}$
 be a basis of
$\overline {c}$
 be a basis of 
 $V(C)$
. Let
$V(C)$
. Let 
 $C' = \langle K(A), C \rangle $
, so
$C' = \langle K(A), C \rangle $
, so 
 $V(C')$
 is the extension of scalars of
$V(C')$
 is the extension of scalars of 
 $V(C)$
 to
$V(C)$
 to 
 $K(A)$
. Let
$K(A)$
. Let 
 $\overline {a}$
 be a
$\overline {a}$
 be a 
 $K(A)$
-basis of
$K(A)$
-basis of 
 $V(A)$
 over
$V(A)$
 over 
 $V(C')$
 (
$V(C')$
 (
 $\overline {a}$
 is possibly the empty tuple), so
$\overline {a}$
 is possibly the empty tuple), so 
 $\overline {a}\overline {c}$
 is a basis of
$\overline {a}\overline {c}$
 is a basis of 
 $V(A)$
 as a
$V(A)$
 as a 
 $K(A)$
-vector space. Let
$K(A)$
-vector space. Let 
 $A'$
 be the
$A'$
 be the 
 $2$
-sorted LLA over
$2$
-sorted LLA over 
 $K'$
 with basis
$K'$
 with basis 
 $\overline {a}\overline {c}$
, viewed naturally as an extension of
$\overline {a}\overline {c}$
, viewed naturally as an extension of 
 $C" = \langle K',C \rangle $
, with structure induced from A by the isomorphism
$C" = \langle K',C \rangle $
, with structure induced from A by the isomorphism 
 $\sigma $
, i.e., define
$\sigma $
, i.e., define 
 $\tilde {\sigma } : A \to A'$
 by
$\tilde {\sigma } : A \to A'$
 by 
 $$ \begin{align*}\sum \alpha_{i} a_{i} + \sum \beta_{j} c_{j} \mapsto \sum \sigma(\alpha_{i}) a_{i} + \sum \sigma(\beta_{j}) c_{j}, \end{align*} $$
$$ \begin{align*}\sum \alpha_{i} a_{i} + \sum \beta_{j} c_{j} \mapsto \sum \sigma(\alpha_{i}) a_{i} + \sum \sigma(\beta_{j}) c_{j}, \end{align*} $$
and we define an LLA structure on 
 $A'$
 so that
$A'$
 so that 
 $\tilde {\sigma }$
 is an isomorphism. By quantifier elimination, we can embed
$\tilde {\sigma }$
 is an isomorphism. By quantifier elimination, we can embed 
 $A'$
 into
$A'$
 into 
 $\mathbb {M}$
 over
$\mathbb {M}$
 over 
 $C"$
. Let
$C"$
. Let 
 $A"$
 denote the image and let
$A"$
 denote the image and let 
 $\overline {a}"$
 denote the image of
$\overline {a}"$
 denote the image of 
 $\overline {a}$
. Note that
$\overline {a}$
. Note that 
 $K(A") = K'$
.
$K(A") = K'$
.
 Now let 
 $\tilde {K} = K'K(B) = K(A")K(B)$
 and define
$\tilde {K} = K'K(B) = K(A")K(B)$
 and define 
 $\tilde {A}" = \langle \tilde {K},A" \rangle $
,
$\tilde {A}" = \langle \tilde {K},A" \rangle $
, 
 $\tilde {B} = \langle \tilde {K},B \rangle $
, and
$\tilde {B} = \langle \tilde {K},B \rangle $
, and 
 $\tilde {C} = \langle \tilde {K},C \rangle = \langle \tilde {K},C' \rangle $
. By Fact 2.6, there is some
$\tilde {C} = \langle \tilde {K},C \rangle = \langle \tilde {K},C' \rangle $
. By Fact 2.6, there is some 
 $\tilde {D}$
, isomorphic over
$\tilde {D}$
, isomorphic over 
 $\tilde {C}$
 to
$\tilde {C}$
 to 
 $\tilde {A}"$
 as an LLA over
$\tilde {A}"$
 as an LLA over 
 $\tilde {K}$
 such that
$\tilde {K}$
 such that  . By quantifier elimination, we may assume
. By quantifier elimination, we may assume 
 $\tilde {D}$
 is embedded in
$\tilde {D}$
 is embedded in 
 $\mathbb {M}$
 over
$\mathbb {M}$
 over 
 $\tilde {B}$
 and we have
$\tilde {B}$
 and we have 
 $\tilde {D} \equiv _{\tilde {C}} \tilde {A}"$
. Let
$\tilde {D} \equiv _{\tilde {C}} \tilde {A}"$
. Let 
 $\overline {d}$
 be the tuple corresponding to
$\overline {d}$
 be the tuple corresponding to 
 $\overline {a}"$
 in
$\overline {a}"$
 in 
 $\tilde {D}$
. Then let
$\tilde {D}$
. Then let 
 $D = \langle K', \overline {d},\overline {c} \rangle $
. Note that, by construction,
$D = \langle K', \overline {d},\overline {c} \rangle $
. Note that, by construction, 
 $D \equiv _{C} A$
 and
$D \equiv _{C} A$
 and 
 $\langle \tilde {K},D \rangle = \tilde {D}$
. Moreover, we have
$\langle \tilde {K},D \rangle = \tilde {D}$
. Moreover, we have 
 $$ \begin{align*}\tilde{K} = K(D)K(B) \subseteq K(\langle D,B \rangle) \subseteq K(\langle \tilde{D},\tilde{B} \rangle) = \tilde{K}, \end{align*} $$
$$ \begin{align*}\tilde{K} = K(D)K(B) \subseteq K(\langle D,B \rangle) \subseteq K(\langle \tilde{D},\tilde{B} \rangle) = \tilde{K}, \end{align*} $$
so 
 $K(\langle D,B \rangle ) = \tilde {K}$
 and we have
$K(\langle D,B \rangle ) = \tilde {K}$
 and we have  as desired.
 as desired.
 Finally, we restrict to the case when the field is algebraically closed and prove stationarity. Suppose A, 
 $B_{0}$
,
$B_{0}$
, 
 $B_{1}$
 are algebraically closed sets containing an algebraically closed set C. Suppose
$B_{1}$
 are algebraically closed sets containing an algebraically closed set C. Suppose 
 $B_{0} \equiv _{C} B_{1}$
 and
$B_{0} \equiv _{C} B_{1}$
 and  for
 for 
 $i = 0,1$
. Let
$i = 0,1$
. Let 
 $g: B_{0} \to B_{1}$
 be a C-isomorphism witnessing
$g: B_{0} \to B_{1}$
 be a C-isomorphism witnessing 
 $B_{0} \equiv _{C} B_{1}$
. Define
$B_{0} \equiv _{C} B_{1}$
. Define 
 $\tilde {K}_{0} = K(\langle A,B_{0} \rangle )$
 and
$\tilde {K}_{0} = K(\langle A,B_{0} \rangle )$
 and 
 $\tilde {K}_{1} = K(\langle A,B_{1} \rangle )$
. By stationarity of forking independence in ACF and the fact that
$\tilde {K}_{1} = K(\langle A,B_{1} \rangle )$
. By stationarity of forking independence in ACF and the fact that 
 $\tilde {K}_{0} = K(A)K(B_{0})$
 and
$\tilde {K}_{0} = K(A)K(B_{0})$
 and 
 $\tilde {K}_{1} = K(A)K(B_{1})$
, we know that
$\tilde {K}_{1} = K(A)K(B_{1})$
, we know that 
 $g|_{K(B_{0})}$
 extends to a
$g|_{K(B_{0})}$
 extends to a 
 $K(A)$
-isomorphism
$K(A)$
-isomorphism 
 $f:\tilde {K}_{0} \to \tilde {K}_{1}$
. Since
$f:\tilde {K}_{0} \to \tilde {K}_{1}$
. Since 
 $\langle \tilde {K}_{i} \rangle = \tilde {K}_{i}$
 (i.e.,
$\langle \tilde {K}_{i} \rangle = \tilde {K}_{i}$
 (i.e., 
 $V(\langle \tilde {K}_{i} \rangle ) = 0$
) for
$V(\langle \tilde {K}_{i} \rangle ) = 0$
) for 
 $i = 0,1$
, we know by quantifier elimination that f extends to an automorphism
$i = 0,1$
, we know by quantifier elimination that f extends to an automorphism 
 $\sigma \in \mathrm {Aut}(\mathbb {M}/K(A))$
.
$\sigma \in \mathrm {Aut}(\mathbb {M}/K(A))$
.
 For 
 $i = 0,1$
, let
$i = 0,1$
, let 
 $\tilde {A}_{i} = \langle \tilde {K}_{i},A \rangle $
,
$\tilde {A}_{i} = \langle \tilde {K}_{i},A \rangle $
, 
 $\tilde {B}_{i} = \langle \tilde {K}_{i},B_{i} \rangle $
, and
$\tilde {B}_{i} = \langle \tilde {K}_{i},B_{i} \rangle $
, and 
 $\tilde {C}_{i} = \langle \tilde {K}_{i},C \rangle $
. Since
$\tilde {C}_{i} = \langle \tilde {K}_{i},C \rangle $
. Since 
 $V(\tilde {A}_{i}) \cong V(A) \otimes _{K(A)} \tilde {K}_{i}$
 for
$V(\tilde {A}_{i}) \cong V(A) \otimes _{K(A)} \tilde {K}_{i}$
 for 
 $i =0,1$
, we have an isomorphism
$i =0,1$
, we have an isomorphism 
 $\tilde {f}: \tilde {A}_{0} \to \tilde {A}_{1}$
 induced by the isomorphism
$\tilde {f}: \tilde {A}_{0} \to \tilde {A}_{1}$
 induced by the isomorphism 
 $v \otimes c \mapsto v \otimes f(c)$
 for
$v \otimes c \mapsto v \otimes f(c)$
 for 
 $v \in V(A)$
 and
$v \in V(A)$
 and 
 $c \in \tilde {K}_{0}$
. Similarly, we have a map
$c \in \tilde {K}_{0}$
. Similarly, we have a map 
 $\tilde {g}: \tilde {B}_{0} \to \tilde {B}_{1}$
 induced by the isomorphism
$\tilde {g}: \tilde {B}_{0} \to \tilde {B}_{1}$
 induced by the isomorphism 
 $V(B_{0}) \otimes _{K(B_{0})} \tilde {K}_{0} \to V(B_{1}) \otimes _{K(B_{1})} \tilde {K}_{1}$
 given by
$V(B_{0}) \otimes _{K(B_{0})} \tilde {K}_{0} \to V(B_{1}) \otimes _{K(B_{1})} \tilde {K}_{1}$
 given by 
 $v \otimes c \mapsto g(v) \otimes f(c)$
 for
$v \otimes c \mapsto g(v) \otimes f(c)$
 for 
 $v \in V(B_{0})$
 and
$v \in V(B_{0})$
 and 
 $c \in \tilde {K}_{0}$
. By construction,
$c \in \tilde {K}_{0}$
. By construction, 
 $\tilde {f}|_{\tilde {C}_{0}} = \tilde {g}|_{\tilde {C}_{0}}$
. Let
$\tilde {f}|_{\tilde {C}_{0}} = \tilde {g}|_{\tilde {C}_{0}}$
. Let 
 $L = \sigma ^{-1}(\tilde {A}_{1} \otimes _{\tilde {C}_{1}} \tilde {B}_{1})$
, which may be regarded as an LLA over
$L = \sigma ^{-1}(\tilde {A}_{1} \otimes _{\tilde {C}_{1}} \tilde {B}_{1})$
, which may be regarded as an LLA over 
 $\tilde {K}_{0}$
.
$\tilde {K}_{0}$
.
 The maps 
 $\sigma ^{-1} \circ \tilde {f}$
 and
$\sigma ^{-1} \circ \tilde {f}$
 and 
 $\sigma ^{-1} \circ \tilde {g}$
 may be regarded as homomorphisms of LLAs over
$\sigma ^{-1} \circ \tilde {g}$
 may be regarded as homomorphisms of LLAs over 
 $\tilde {K}_{0}$
, which agree on
$\tilde {K}_{0}$
, which agree on 
 $\tilde {C}_{0}$
, and therefore, by the universal property of the free amalgam, there is a unique map
$\tilde {C}_{0}$
, and therefore, by the universal property of the free amalgam, there is a unique map 
 $h: \tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0} \to L$
 extending
$h: \tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0} \to L$
 extending 
 $\sigma ^{-1} \circ \tilde {f}$
 and
$\sigma ^{-1} \circ \tilde {f}$
 and 
 $\sigma ^{-1} \circ \tilde {g}$
 (note that it makes sense to say that this map extends
$\sigma ^{-1} \circ \tilde {g}$
 (note that it makes sense to say that this map extends 
 $\sigma ^{-1} \circ \tilde {f}$
 and
$\sigma ^{-1} \circ \tilde {f}$
 and 
 $\sigma ^{-1} \circ \tilde {g}$
 because we are identifying
$\sigma ^{-1} \circ \tilde {g}$
 because we are identifying 
 $\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0}$
 with
$\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0}$
 with 
 $\langle \tilde {A}_{0},\tilde {B}_{0} \rangle $
). By invariance, L is the free amalgam of
$\langle \tilde {A}_{0},\tilde {B}_{0} \rangle $
). By invariance, L is the free amalgam of 
 $\sigma ^{-1}(\tilde {A}_{1})$
 and
$\sigma ^{-1}(\tilde {A}_{1})$
 and 
 $\sigma ^{-1}(\tilde {B}_{1})$
 over
$\sigma ^{-1}(\tilde {B}_{1})$
 over 
 $\sigma ^{-1}(\tilde {C}_{1})$
. The same argument, applied to the maps
$\sigma ^{-1}(\tilde {C}_{1})$
. The same argument, applied to the maps 
 $\tilde {f}^{-1} \circ \sigma : \sigma ^{-1}(\tilde {A}_{1}) \to (\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0})$
 and
$\tilde {f}^{-1} \circ \sigma : \sigma ^{-1}(\tilde {A}_{1}) \to (\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0})$
 and 
 $\tilde {g}^{-1} \circ \sigma : \sigma ^{-1}(\tilde {B}_{1}) \to (\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0})$
 implies that there is a map
$\tilde {g}^{-1} \circ \sigma : \sigma ^{-1}(\tilde {B}_{1}) \to (\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0})$
 implies that there is a map 
 $L \to (\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0})$
 extending
$L \to (\tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0})$
 extending 
 $\tilde {f}^{-1} \circ \sigma $
 and
$\tilde {f}^{-1} \circ \sigma $
 and 
 $\tilde {g}^{-1} \circ \sigma $
, which must therefore be the inverse of h. This shows h is an isomorphism.
$\tilde {g}^{-1} \circ \sigma $
, which must therefore be the inverse of h. This shows h is an isomorphism.
 It follows, then, that 
 $\sigma \circ h : \tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0} \to \tilde {A}_{1} \otimes _{\tilde {C}_{1}} \tilde {B}_{1}$
 is an isomorphism. Since
$\sigma \circ h : \tilde {A}_{0} \otimes _{\tilde {C}_{0}} \tilde {B}_{0} \to \tilde {A}_{1} \otimes _{\tilde {C}_{1}} \tilde {B}_{1}$
 is an isomorphism. Since 
 $\sigma \circ h$
 extends
$\sigma \circ h$
 extends 
 $\tilde {f}$
, which was defined to fix both
$\tilde {f}$
, which was defined to fix both 
 $V(A)$
 and
$V(A)$
 and 
 $K(A)$
, we know that
$K(A)$
, we know that 
 $\sigma \circ h$
 fixes A. Additionally, as
$\sigma \circ h$
 fixes A. Additionally, as 
 $\sigma \circ h$
 extends
$\sigma \circ h$
 extends 
 $\tilde {g}$
, it takes
$\tilde {g}$
, it takes 
 $B_{0}$
 to
$B_{0}$
 to 
 $B_{1}$
. By quantifier elimination, this shows
$B_{1}$
. By quantifier elimination, this shows 
 $B_{0} \equiv _{A} B_{1}$
, which proves stationarity.
$B_{0} \equiv _{A} B_{1}$
, which proves stationarity.
Remark 4.19. The increasingly standard approach for showing that a structure has NSOP
 $_{4}$
 is to deduce NSOP
$_{4}$
 is to deduce NSOP
 $_{4}$
 from the existence of a stationary independence relation. However, this approach cannot possibly work to show that the theory
$_{4}$
 from the existence of a stationary independence relation. However, this approach cannot possibly work to show that the theory 
 $T^{+}$
 is NSOP
$T^{+}$
 is NSOP
 $_{4}$
 when
$_{4}$
 when 
 $T^{\dagger }$
 is, for example, the theory of pseudo-finite fields since these fields themselves do not have any stationary independence relations. To see this, note that the usual axioms of a stationary independence relation entail that if
$T^{\dagger }$
 is, for example, the theory of pseudo-finite fields since these fields themselves do not have any stationary independence relations. To see this, note that the usual axioms of a stationary independence relation entail that if 
 $a_{1}, \ldots , a_{n}$
 is an independent sequence of tuples with the same type over E, then
$a_{1}, \ldots , a_{n}$
 is an independent sequence of tuples with the same type over E, then 
 $a_{1}\ldots a_{n} \equiv _{E} a_{\sigma (1)}\ldots a_{\sigma (n)}$
 for all
$a_{1}\ldots a_{n} \equiv _{E} a_{\sigma (1)}\ldots a_{\sigma (n)}$
 for all 
 $\sigma \in \mathfrak S _{n}$
 (and, indeed, the
$\sigma \in \mathfrak S _{n}$
 (and, indeed, the 
 $n=2$
 case is the key property used in proofs of NSOP
$n=2$
 case is the key property used in proofs of NSOP
 $_{4}$
). But Beyarslan and Hrushovski [Reference Beyarslan and Hrushovski3] show that in almost every pseudo-finite field F, there is a definable p-tournament for some prime p, which is a definable relation
$_{4}$
). But Beyarslan and Hrushovski [Reference Beyarslan and Hrushovski3] show that in almost every pseudo-finite field F, there is a definable p-tournament for some prime p, which is a definable relation 
 $R(x_{1}, \ldots , x_{p})$
 such that, for any p distinct elements
$R(x_{1}, \ldots , x_{p})$
 such that, for any p distinct elements 
 $a_{1}, \ldots , a_{p} \in F$
, there is a unique
$a_{1}, \ldots , a_{p} \in F$
, there is a unique 
 $\sigma \in \mathfrak S_{p}$
 such that
$\sigma \in \mathfrak S_{p}$
 such that 
 $F {\vDash } R(a_{\sigma (1)}, \ldots , a_{\sigma (p)})$
. This is clearly incompatible with the existence of a stationary independence relation. We note, moreover, that there is a stationary independence relation on
$F {\vDash } R(a_{\sigma (1)}, \ldots , a_{\sigma (p)})$
. This is clearly incompatible with the existence of a stationary independence relation. We note, moreover, that there is a stationary independence relation on 
 $\omega $
-free PAC fields, defined by Chatzidakis in [Reference Chatzidakis5], which allows one to define a stationary independence relation for
$\omega $
-free PAC fields, defined by Chatzidakis in [Reference Chatzidakis5], which allows one to define a stationary independence relation for 
 $T^{+}$
 when
$T^{+}$
 when 
 $T^{\dagger }$
 is the theory of an
$T^{\dagger }$
 is the theory of an 
 $\omega $
-free PAC field. This has the amusing consequence that it is easier to prove NSOP
$\omega $
-free PAC field. This has the amusing consequence that it is easier to prove NSOP
 $_{4}$
 for c-nilpotent LLAs over
$_{4}$
 for c-nilpotent LLAs over 
 $\omega $
-free PAC fields than it is over pseudo-finite fields.
$\omega $
-free PAC fields than it is over pseudo-finite fields.
The proof of full existence gives a bit more:
Lemma 4.20. Suppose A, B, and C are algebraically closed sets with 
 $C \subseteq A,B$
. If
$C \subseteq A,B$
. If  , then there is some
, then there is some 
 $A' \equiv _{CK(A)} A$
 such that
$A' \equiv _{CK(A)} A$
 such that  .
.
Proof. Our assumption gives us that, in the preceding proof, we may take 
 ${K' = K(A)}$
 and
${K' = K(A)}$
 and 
 $\sigma $
 to be the identity. Then the D constructed there will have
$\sigma $
 to be the identity. Then the D constructed there will have 
 $D \equiv _{CK(A)} A$
.
$D \equiv _{CK(A)} A$
.
 We will also define a notion of weak independence for 
 $T^{+}$
:
$T^{+}$
:
Definition 4.21. Suppose A and B are algebraically closed subsets of 
 $\mathbb {M}$
 and M is a model with
$\mathbb {M}$
 and M is a model with 
 $M \subseteq A \cap B$
. We say that A and B are weakly independent if
$M \subseteq A \cap B$
. We say that A and B are weakly independent if  and
 and 
 $V(A)$
 and
$V(A)$
 and 
 $V(B)$
 are linearly independent over
$V(B)$
 are linearly independent over 
 $V(M)$
 (in
$V(M)$
 (in 
 $V(\mathbb {M})$
). We denote this by
$V(\mathbb {M})$
). We denote this by  . More generally, we may write
. More generally, we may write  to mean
 to mean  .
.
 Notice that, for a model M, we have  implies
 implies  , which implies
, which implies  .
.
Lemma 4.22. The relation  satisfies “weak transitivity” over models:
 satisfies “weak transitivity” over models: 

Proof. Let M be a model of 
 $T^+$
 and assume a, b, c, and d are finite tuples satifying the hypotheses of the statement of “weak transitivity”. Let
$T^+$
 and assume a, b, c, and d are finite tuples satifying the hypotheses of the statement of “weak transitivity”. Let 
 $C = \mathrm {acl}(Md)$
,
$C = \mathrm {acl}(Md)$
, 
 $A = \mathrm {acl}(aC)$
, and
$A = \mathrm {acl}(aC)$
, and 
 $B = \mathrm {acl}(bC)$
. Additionally, set
$B = \mathrm {acl}(bC)$
. Additionally, set 
 $A_{0} = \mathrm {acl}(aM)$
 and
$A_{0} = \mathrm {acl}(aM)$
 and 
 $B_{0} = \mathrm {acl}(bM)$
.
$B_{0} = \mathrm {acl}(bM)$
.
 Our assumptions imply  and
 and  . Therefore, by transitivity and monotonicity, we get the desired
. Therefore, by transitivity and monotonicity, we get the desired  .
.
 The proofs of [Reference d’Elbée, Müller, Ramsey and Siniora10, Lemma 5.11] and [Reference d’Elbée, Müller, Ramsey and Siniora10, Corollary 5.12] readily adapt to the two-sorted case, though we give details on one point. The claim of [Reference d’Elbée, Müller, Ramsey and Siniora10, Lemma 5.11] is that if, given LLAs 
 $E,F,G$
 over a fixed field with
$E,F,G$
 over a fixed field with 
 $G \subseteq E,F$
, then, assuming E and F are either heir or coheir independent over G, then it follows that if
$G \subseteq E,F$
, then, assuming E and F are either heir or coheir independent over G, then it follows that if 
 $e_{1}, \ldots , e_{n} \in E$
 and
$e_{1}, \ldots , e_{n} \in E$
 and 
 $\langle F, e_{<i}\rangle $
 is an ideal of
$\langle F, e_{<i}\rangle $
 is an ideal of 
 $\langle F, e_{\leq i} \rangle $
 for all
$\langle F, e_{\leq i} \rangle $
 for all 
 $i \leq n$
, then
$i \leq n$
, then 
 $\langle G, e_{<i}\rangle $
 is an ideal of
$\langle G, e_{<i}\rangle $
 is an ideal of 
 $\langle G,e_{\leq i} \rangle $
 for all
$\langle G,e_{\leq i} \rangle $
 for all 
 $i \leq n$
. We claim this follows the weaker assumption that E and F are algebraically independent over G. To see this, assume E and F are algebraically independent over G and suppose we are given
$i \leq n$
. We claim this follows the weaker assumption that E and F are algebraically independent over G. To see this, assume E and F are algebraically independent over G and suppose we are given 
 $e_{1}, \ldots , e_{n} \in E$
 such that
$e_{1}, \ldots , e_{n} \in E$
 such that 
 $\langle F, e_{<i}\rangle $
 is an ideal of
$\langle F, e_{<i}\rangle $
 is an ideal of 
 $\langle F, e_{\leq i} \rangle $
 for all
$\langle F, e_{\leq i} \rangle $
 for all 
 $i \leq n$
. Assume for induction that we have shown for some
$i \leq n$
. Assume for induction that we have shown for some 
 $m < n$
 that
$m < n$
 that 
 $\langle G, e_{<i}\rangle $
 is an ideal of
$\langle G, e_{<i}\rangle $
 is an ideal of 
 $\langle G,e_{\leq i} \rangle $
 for all
$\langle G,e_{\leq i} \rangle $
 for all 
 $i \leq m$
. For the induction step, we must show
$i \leq m$
. For the induction step, we must show 
 $[e_{m+1},v] \in \langle G, e_{\leq m}\rangle $
 for
$[e_{m+1},v] \in \langle G, e_{\leq m}\rangle $
 for 
 $v \in \langle G, e_{\leq m} \rangle $
. Write
$v \in \langle G, e_{\leq m} \rangle $
. Write 
 $v = g + \sum _{i = 1}^{m} \lambda _{i} e_{i}$
. By our hypothesis,
$v = g + \sum _{i = 1}^{m} \lambda _{i} e_{i}$
. By our hypothesis, 
 $[e_{m+1}, v] \in \langle F, e_{\leq m} \rangle $
 so we may write
$[e_{m+1}, v] \in \langle F, e_{\leq m} \rangle $
 so we may write 
 $$ \begin{align*}[e_{m+1},v] = f + \sum_{i = 1}^{m} \mu_{i}e_{i}, \end{align*} $$
$$ \begin{align*}[e_{m+1},v] = f + \sum_{i = 1}^{m} \mu_{i}e_{i}, \end{align*} $$
for some 
 $f \in F$
. But then
$f \in F$
. But then 
 $f = [e_{m+1},v] - \sum _{i=1}^{m} \mu _{i}e_{i}\in E \cap F = G$
, by our assumption of algebraic independence, so we have
$f = [e_{m+1},v] - \sum _{i=1}^{m} \mu _{i}e_{i}\in E \cap F = G$
, by our assumption of algebraic independence, so we have 
 $[e_{m+1},v] \in \langle G, e_{\leq m} \rangle $
 as desired.
$[e_{m+1},v] \in \langle G, e_{\leq m} \rangle $
 as desired.
 The argument of [Reference d’Elbée, Müller, Ramsey and Siniora10, Theorem 5.13], then, gives us that  where
 where 
 $\tilde {A}^{\prime }_{0} = \langle K(\langle A,B \rangle ),A \rangle $
,
$\tilde {A}^{\prime }_{0} = \langle K(\langle A,B \rangle ),A \rangle $
, 
 $\tilde {B}_{0}^{\prime } = \langle K(\langle A,B \rangle ), B \rangle $
, and
$\tilde {B}_{0}^{\prime } = \langle K(\langle A,B \rangle ), B \rangle $
, and 
 $\tilde {M}' = \langle K(\langle A,B \rangle ), M \rangle $
. We claim that this implies
$\tilde {M}' = \langle K(\langle A,B \rangle ), M \rangle $
. We claim that this implies  . We are left to show that if
. We are left to show that if 
 $\tilde {A}_{0} = \langle K(\langle A_{0},B_{0} \rangle ),A\rangle $
,
$\tilde {A}_{0} = \langle K(\langle A_{0},B_{0} \rangle ),A\rangle $
, 
 $\tilde {B}_{0} = \langle K(\langle A_{0},B_{0}),B_{0}\rangle $
, and
$\tilde {B}_{0} = \langle K(\langle A_{0},B_{0}),B_{0}\rangle $
, and 
 $\tilde {M} = \langle K(\langle A_{0},B_{0} \rangle ),M\rangle $
, then
$\tilde {M} = \langle K(\langle A_{0},B_{0} \rangle ),M\rangle $
, then  , and this follows immediately by Lemma 4.17.
, and this follows immediately by Lemma 4.17.
Proposition 4.23. Suppose 
 $M {\vDash } T^+$
,
$M {\vDash } T^+$
, 
 $A = \mathrm {acl}(AM)$
,
$A = \mathrm {acl}(AM)$
, 
 $B = \mathrm {acl}(BM)$
, and
$B = \mathrm {acl}(BM)$
, and  . If
. If 
 $C_{i} = \mathrm {acl}(C_{i}M)$
 and
$C_{i} = \mathrm {acl}(C_{i}M)$
 and 
 $K(C_{i}) {\vDash } \mathrm {Th}(K(\mathbb {M}))$
 for
$K(C_{i}) {\vDash } \mathrm {Th}(K(\mathbb {M}))$
 for 
 $i = 0,1$
,
$i = 0,1$
, 
 $C_{0} \equiv _{M} C_{1}$
,
$C_{0} \equiv _{M} C_{1}$
,  ,
,  , then there is
, then there is 
 $C_{*}$
 such that
$C_{*}$
 such that 
 $C_{*} \equiv _{A} C_{0}$
 and
$C_{*} \equiv _{A} C_{0}$
 and 
 $C_{*} \equiv _{B} C_{1}$
.
$C_{*} \equiv _{B} C_{1}$
.
Proof. First, we use NSOP
 $_{1}$
 in the field sort to find some
$_{1}$
 in the field sort to find some 
 $K_{*}$
 such that
$K_{*}$
 such that 
 $$ \begin{align*}K_{*} {\vDash} \mathrm{tp}_{L^{\dagger}}(K(C_{0})/K(A)) \cup \mathrm{tp}_{L^{\dagger}}(K(C_{1})/K(B)). \end{align*} $$
$$ \begin{align*}K_{*} {\vDash} \mathrm{tp}_{L^{\dagger}}(K(C_{0})/K(A)) \cup \mathrm{tp}_{L^{\dagger}}(K(C_{1})/K(B)). \end{align*} $$
By Lemma 4.14, we may choose 
 $K_{*}$
 so that
$K_{*}$
 so that  . By quantifier elimination relative to the field sort (see Corollary 3.3 or
. By quantifier elimination relative to the field sort (see Corollary 3.3 or 
 $(\star )$
 above the latter), choose some
$(\star )$
 above the latter), choose some 
 $C_{*} \equiv _{M} C_{0} \equiv _{M} C_{1}$
 so that
$C_{*} \equiv _{M} C_{0} \equiv _{M} C_{1}$
 so that 
 $K(C_{*}) = K_{*}$
. Notice that we have
$K(C_{*}) = K_{*}$
. Notice that we have 
 $C_{*} \equiv _{MK(A)} C_{0}$
 and
$C_{*} \equiv _{MK(A)} C_{0}$
 and 
 $C_{*} \equiv _{MK(B)} C_{1}$
, by Lemma 3.5.
$C_{*} \equiv _{MK(B)} C_{1}$
, by Lemma 3.5.
 Choose some 
 $\sigma _{0} \in \mathrm {Aut}(\mathbb {M}/MK(A))$
 with
$\sigma _{0} \in \mathrm {Aut}(\mathbb {M}/MK(A))$
 with 
 $\sigma _{0}(C_{0}) = C_{*}$
 and set
$\sigma _{0}(C_{0}) = C_{*}$
 and set 
 $K_{0} = \sigma _{0}(K(\langle A,C_{0} \rangle ))$
. Likewise, choose some
$K_{0} = \sigma _{0}(K(\langle A,C_{0} \rangle ))$
. Likewise, choose some 
 $\sigma _{1} \in \mathrm {Aut}(\mathbb {M}/MK(B))$
 with
$\sigma _{1} \in \mathrm {Aut}(\mathbb {M}/MK(B))$
 with 
 $\sigma _{1}(C_{1}) = C_{*}$
 and
$\sigma _{1}(C_{1}) = C_{*}$
 and 
 $K_{1} = \sigma _{1}(K(\langle B,C_{1} \rangle ))$
. Recall that we have already arranged that
$K_{1} = \sigma _{1}(K(\langle B,C_{1} \rangle ))$
. Recall that we have already arranged that  . By extension and symmetry, we may choose
. By extension and symmetry, we may choose 
 $K_{0}^{\prime } \equiv _{K(A)K_{*}} K_{0}$
 and
$K_{0}^{\prime } \equiv _{K(A)K_{*}} K_{0}$
 and 
 $K^{\prime }_{1} \equiv _{K(B)K_{*}} K_{1}$
 such that
$K^{\prime }_{1} \equiv _{K(B)K_{*}} K_{1}$
 such that  . Necessarily, we have also, then,
. Necessarily, we have also, then, 
 $K_{0}^{\prime } \equiv _{K(A)C_{*}} K_{0}$
 and
$K_{0}^{\prime } \equiv _{K(A)C_{*}} K_{0}$
 and 
 $K^{\prime }_{1} \equiv _{K(B)C_{*}} K_{1}$
 since the field sort is stably embedded. So without loss of generality,
$K^{\prime }_{1} \equiv _{K(B)C_{*}} K_{1}$
 since the field sort is stably embedded. So without loss of generality, 
 $K_{0} = K_{0}^{\prime }$
 and
$K_{0} = K_{0}^{\prime }$
 and 
 $K_{1} = K_{1}^{\prime }$
.
$K_{1} = K_{1}^{\prime }$
.
 Notice that, since we have 
 $K(\langle A,C_{0} \rangle )C_{0} \equiv _{MK(A)} K_{0}C_{*}$
 and
$K(\langle A,C_{0} \rangle )C_{0} \equiv _{MK(A)} K_{0}C_{*}$
 and 
 $K(\langle B,C_{1} \rangle )C_{1} \equiv _{MK(B)} K_{1}C_{*}$
, we can find
$K(\langle B,C_{1} \rangle )C_{1} \equiv _{MK(B)} K_{1}C_{*}$
, we can find 
 $A'$
 and
$A'$
 and 
 $B'$
 such that
$B'$
 such that 
 $$ \begin{align*}K(\langle A,C_{0} \rangle) A C_{0} \equiv_{MK(A)} K_{0}A'C_{*} \end{align*} $$
$$ \begin{align*}K(\langle A,C_{0} \rangle) A C_{0} \equiv_{MK(A)} K_{0}A'C_{*} \end{align*} $$
and
 $$ \begin{align*}K(\langle B,C_{1} \rangle) BC_{1} \equiv_{MK(B)} K_{1}B'C_{*}. \end{align*} $$
$$ \begin{align*}K(\langle B,C_{1} \rangle) BC_{1} \equiv_{MK(B)} K_{1}B'C_{*}. \end{align*} $$
By construction, 
 $K(\langle A',C_{*} \rangle ) = K_{0}$
 and
$K(\langle A',C_{*} \rangle ) = K_{0}$
 and 
 $K(\langle B',C_{*} \rangle ) = K_{1}$
. Thus, applying Lemma 4.20, we may assume
$K(\langle B',C_{*} \rangle ) = K_{1}$
. Thus, applying Lemma 4.20, we may assume  .
.
 Note that we have  and
 and  , where the tilde indicates the extension of scalars up to
, where the tilde indicates the extension of scalars up to 
 $\tilde {K} = K_{0}K_{1}$
. This follows from the fact that linear independence is preserved under extension of scalars. Hence, by Lemma 4.22, we have
$\tilde {K} = K_{0}K_{1}$
. This follows from the fact that linear independence is preserved under extension of scalars. Hence, by Lemma 4.22, we have  again as LLAs over
 again as LLAs over 
 $\tilde {K}$
. From this it follows, by Lemma 4.17, that
$\tilde {K}$
. From this it follows, by Lemma 4.17, that 
 $\langle A',B' \rangle $
 is the free amalgam of
$\langle A',B' \rangle $
 is the free amalgam of 
 $A"$
 and
$A"$
 and 
 $B"$
 over
$B"$
 over 
 $M"$
, where
$M"$
, where 
 $A"$
,
$A"$
, 
 $B"$
, and
$B"$
, and 
 $M"$
 are LLAs over
$M"$
 are LLAs over 
 $K(\langle A',B' \rangle ) = K(A')K(B') = K(A)K(B)$
 obtained from
$K(\langle A',B' \rangle ) = K(A')K(B') = K(A)K(B)$
 obtained from 
 $A'$
,
$A'$
, 
 $B'$
, and M by extension of scalars.
$B'$
, and M by extension of scalars.
 But, as 
 $A \equiv _{M} A'$
 and
$A \equiv _{M} A'$
 and 
 $K(A) = K(A')$
, we have, by Lemma 3.5 that
$K(A) = K(A')$
, we have, by Lemma 3.5 that 
 $A \equiv _{MK(A)} A'$
 and therefore there is an isomorphism f over
$A \equiv _{MK(A)} A'$
 and therefore there is an isomorphism f over 
 $MK(A)$
 from A to
$MK(A)$
 from A to 
 $A'$
. By extending scalars to
$A'$
. By extending scalars to 
 $K(A)K(B)$
, f lifts uniquely to an
$K(A)K(B)$
, f lifts uniquely to an 
 $K(A)K(B)$
-isomorphism
$K(A)K(B)$
-isomorphism 
 $f'$
 from
$f'$
 from 
 $A"$
 to the extension of scalars of
$A"$
 to the extension of scalars of 
 $A"$
 to an LLA over
$A"$
 to an LLA over 
 $K(A)K(B)$
. We may regard
$K(A)K(B)$
. We may regard 
 $f"$
 as an embedding of LLAs over
$f"$
 as an embedding of LLAs over 
 $\langle M,K(A),K(B)\rangle $
 from
$\langle M,K(A),K(B)\rangle $
 from 
 $A"$
 to
$A"$
 to 
 $\langle A',B' \rangle $
, with
$\langle A',B' \rangle $
, with 
 $f(A) = f(A')$
. Arguing similarly, we can find some
$f(A) = f(A')$
. Arguing similarly, we can find some 
 $K(A)K(B)$
-embedding
$K(A)K(B)$
-embedding 
 $g: B" \to \langle A',B'\rangle $
 of LLAs over
$g: B" \to \langle A',B'\rangle $
 of LLAs over 
 $\langle M,K(A),K(B)\rangle $
 with
$\langle M,K(A),K(B)\rangle $
 with 
 $g(B) = B'$
. By the universal property for the free amalgam, there is a unique
$g(B) = B'$
. By the universal property for the free amalgam, there is a unique 
 $K(A)K(B)$
-embedding of LLAs
$K(A)K(B)$
-embedding of LLAs 
 $h : \langle A,B \rangle \to \langle A',B' \rangle $
 over M extending f and g. By a symmetric argument applied to
$h : \langle A,B \rangle \to \langle A',B' \rangle $
 over M extending f and g. By a symmetric argument applied to 
 $f^{-1}$
 and
$f^{-1}$
 and 
 $g^{-1}$
, we see that h must be an isomorphism. In other words, we have shown there is some
$g^{-1}$
, we see that h must be an isomorphism. In other words, we have shown there is some 
 $\sigma \in \mathrm {Aut}(\mathbb {M}/MK(A)K(B))$
 with
$\sigma \in \mathrm {Aut}(\mathbb {M}/MK(A)K(B))$
 with 
 $\sigma (A'B') = AB$
. Let
$\sigma (A'B') = AB$
. Let 
 $C_{**} = \sigma (C_{*})$
.
$C_{**} = \sigma (C_{*})$
.
 Note that we have 
 $A'C_{*} \equiv _{M} AC_{**}$
 and
$A'C_{*} \equiv _{M} AC_{**}$
 and 
 $B'C_{*} \equiv _{M} BC_{*}$
, hence
$B'C_{*} \equiv _{M} BC_{*}$
, hence 
 $$ \begin{align*}C_{**} {\vDash} \mathrm{tp}(C_{0}/A) \cup \mathrm{tp}(C_{1}/B) \end{align*} $$
$$ \begin{align*}C_{**} {\vDash} \mathrm{tp}(C_{0}/A) \cup \mathrm{tp}(C_{1}/B) \end{align*} $$
as desired.
Theorem 4.24. The theory 
 $T^{+}$
 is NSOP
$T^{+}$
 is NSOP
 $_{4}$
.
$_{4}$
.
Proof. By Fact 4.8, it suffices to show that if 
 $M {\vDash } T^{+}$
 and
$M {\vDash } T^{+}$
 and 
 $(A_{i})_{i < \omega }$
 is a coheir sequence over M consisting of models of T that contain M then, setting
$(A_{i})_{i < \omega }$
 is a coheir sequence over M consisting of models of T that contain M then, setting 
 $p(X,Y) = \mathrm {tp}(A_{0},A_{1}/M)$
, we have
$p(X,Y) = \mathrm {tp}(A_{0},A_{1}/M)$
, we have 
 $$ \begin{align*}p(X_{0},X_{1}) \cup p(X_{1},X_{2}) \cup p(X_{2},X_{3}) \cup p(X_{3},X_{0}) \end{align*} $$
$$ \begin{align*}p(X_{0},X_{1}) \cup p(X_{1},X_{2}) \cup p(X_{2},X_{3}) \cup p(X_{3},X_{0}) \end{align*} $$
is consistent.
 Choose 
 $A_{2}^{\prime } \equiv _{A_{1}} A_{2}$
 with
$A_{2}^{\prime } \equiv _{A_{1}} A_{2}$
 with  . By weak transitivity, we have
. By weak transitivity, we have  .
.
 Pick 
 $A^{\prime }_{1}$
 such that
$A^{\prime }_{1}$
 such that 
 $$ \begin{align*}A^{\prime}_{1}A_{2}^{\prime} \equiv_{M} A_{2}A_{1} \left( \equiv_{M} A^{\prime}_{2}A_{1} \right). \end{align*} $$
$$ \begin{align*}A^{\prime}_{1}A_{2}^{\prime} \equiv_{M} A_{2}A_{1} \left( \equiv_{M} A^{\prime}_{2}A_{1} \right). \end{align*} $$
Note that we have 
 ${\vDash } p(A_{2}^{\prime },A^{\prime }_{1})$
 and
${\vDash } p(A_{2}^{\prime },A^{\prime }_{1})$
 and  .
.
 Likewise, choose 
 $A^{\prime \prime }_{1}$
 such that
$A^{\prime \prime }_{1}$
 such that 
 $$ \begin{align*} A^{\prime\prime}_{1}A_{0} \equiv_{M} A_{0}A_{1}. \end{align*} $$
$$ \begin{align*} A^{\prime\prime}_{1}A_{0} \equiv_{M} A_{0}A_{1}. \end{align*} $$
Then again we have 
 ${\vDash } p(A^{\prime \prime }_{1},A_{0})$
 and
${\vDash } p(A^{\prime \prime }_{1},A_{0})$
 and  . Since
. Since 
 $A^{\prime }_{1} \equiv _{M} A^{\prime \prime }_{1}$
, we may apply Proposition 4.23 to obtain some
$A^{\prime }_{1} \equiv _{M} A^{\prime \prime }_{1}$
, we may apply Proposition 4.23 to obtain some 
 $A_{*}$
 such that
$A_{*}$
 such that 
 $$ \begin{align*}A_{*} {\vDash} \mathrm{tp}(A^{\prime}_{1}/A^{\prime}_{2}) \cup \mathrm{tp}(A^{\prime\prime}_{1}/A_{0}). \end{align*} $$
$$ \begin{align*}A_{*} {\vDash} \mathrm{tp}(A^{\prime}_{1}/A^{\prime}_{2}) \cup \mathrm{tp}(A^{\prime\prime}_{1}/A_{0}). \end{align*} $$
Therefore, we have
 $$ \begin{align*}{\vDash} p(A_{0},A_{1}) \cup p(A_{1},A^{\prime}_{2}) \cup p(A^{\prime}_{2},A_{*}) \cup p(A_{*},A_{0}), \end{align*} $$
$$ \begin{align*}{\vDash} p(A_{0},A_{1}) \cup p(A_{1},A^{\prime}_{2}) \cup p(A^{\prime}_{2},A_{*}) \cup p(A_{*},A_{0}), \end{align*} $$
completing the proof.
Question 4.25. What is Conant-independence in T? We conjecture that it is field independence plus vector space independence for the algebraic closures—that is, we conjecture Conant-independence coincides with  defined above, over models.
 defined above, over models.
 As a concluding remark, we extract the following criterion for NSOP
 $_{4}$
, essentially what was used in the above proof, since this may be of independent interest:
$_{4}$
, essentially what was used in the above proof, since this may be of independent interest:
Theorem 4.26. Let T be any theory and  be an invariant relation satisfying the following properties:
 be an invariant relation satisfying the following properties: 
- 
• (Symmetry)  if and only if if and only if ; ;
- 
• (Full Existence) for all  $a,b,C$
 there exists $a,b,C$
 there exists $a'\equiv _C a$
 with $a'\equiv _C a$
 with ; ;
- 
• (Weak transitivity over models) if  , , and and then then ; ;
- 
• (Weak independence theorem over models) if  $c_1\equiv _M c_2$
 and $c_1\equiv _M c_2$
 and , , and and then there exists c with then there exists c with $c\equiv _{Ma} c_1$
, $c\equiv _{Ma} c_1$
, $c \equiv _{Mb} c_2$
. $c \equiv _{Mb} c_2$
.
Then T is NSOP
 $_4$
.
$_4$
.
Proof. Let 
 $(a_i)_{i<\omega }$
 be an indiscernible sequence and for
$(a_i)_{i<\omega }$
 be an indiscernible sequence and for 
 $p(x,y) = \mathrm {tp}(a_0,a_1)$
, we need to prove that
$p(x,y) = \mathrm {tp}(a_0,a_1)$
, we need to prove that 
 $$\begin{align*}p(x_0,x_1)\cup p(x_1,x_2)\cup p(x_2,x_3)\cup p(x_3,x_0)\end{align*}$$
$$\begin{align*}p(x_0,x_1)\cup p(x_1,x_2)\cup p(x_2,x_3)\cup p(x_3,x_0)\end{align*}$$
is consistent. By Fact 4.8, there is a model M such that  for all i. By full existence, there exists
 for all i. By full existence, there exists 
 $a_2^{*}\equiv _{Ma_1} a_2$
 such that
$a_2^{*}\equiv _{Ma_1} a_2$
 such that  . From
. From  and
 and  we get
 we get  by invariance and
 by invariance and  by definition. Using weak transitivity, we conclude
 by definition. Using weak transitivity, we conclude  . As
. As 
 $a_0\equiv _M a_1$
 there exists
$a_0\equiv _M a_1$
 there exists 
 $c_1$
 such that
$c_1$
 such that 
 $c_1a_0\equiv _M a_0a_1$
 and by invariance,
$c_1a_0\equiv _M a_0a_1$
 and by invariance,  . Similarly, as
. Similarly, as 
 $a_2^{*}\equiv _M a_1$
 there exists
$a_2^{*}\equiv _M a_1$
 there exists 
 $c_2$
 such that
$c_2$
 such that 
 $a_1a_2^{*}\equiv _M a_2^{*}c_2$
 and by invariance
$a_1a_2^{*}\equiv _M a_2^{*}c_2$
 and by invariance  . We have
. We have 
 $c_1\equiv _M c_2$
,
$c_1\equiv _M c_2$
,  ,
,  hence by the weak independence theorem over models, we conclude that there exists
 hence by the weak independence theorem over models, we conclude that there exists 
 $a_3^{*}$
 such that
$a_3^{*}$
 such that 
 $a_3^{*}a_0\equiv _M c_1a_0\equiv _M a_0a_1$
 and
$a_3^{*}a_0\equiv _M c_1a_0\equiv _M a_0a_1$
 and 
 $a_3^{*}a_2^{*}\equiv _M c_2a_2^{*}\equiv _M a_2^{*}a_1\equiv _M a_2a_1$
. As
$a_3^{*}a_2^{*}\equiv _M c_2a_2^{*}\equiv _M a_2^{*}a_1\equiv _M a_2a_1$
. As 
 $a_0a_1\equiv a_1a_2$
, we conclude that
$a_0a_1\equiv a_1a_2$
, we conclude that 
 $$\begin{align*}a_0a_1\equiv a_1a_2^{*}\equiv a_2^{*} a_3^{*}\equiv a_3^{*}a_0\end{align*}$$
$$\begin{align*}a_0a_1\equiv a_1a_2^{*}\equiv a_2^{*} a_3^{*}\equiv a_3^{*}a_0\end{align*}$$
hence, the type above is consistent.
Question 4.27. It would be interesting to prove that 
 $T^{+}$
 is NSOP
$T^{+}$
 is NSOP
 $_{4}$
 in cases where the theory of the field is not assumed to be NSOP
$_{4}$
 in cases where the theory of the field is not assumed to be NSOP
 $_{1}$
. Some precise variants of this question.
$_{1}$
. Some precise variants of this question. 
- 
(1) Suppose  $T^{\dagger }$
 is NSOP $T^{\dagger }$
 is NSOP $_{4}$
. Does it follow that $_{4}$
. Does it follow that $T^{+}$
 is NSOP $T^{+}$
 is NSOP $_{4}$
? $_{4}$
?
- 
(2) Suppose  $T^{\dagger }$
 has symmetric Conant-independence. Does it follow that $T^{\dagger }$
 has symmetric Conant-independence. Does it follow that $T^{+}$
 is NSOP $T^{+}$
 is NSOP $_{4}$
? $_{4}$
?
- 
(3) Suppose  $T^{\dagger }$
 is a theory of curve-excluding fields. Does it follow that $T^{\dagger }$
 is a theory of curve-excluding fields. Does it follow that $T^{+}$
 is NSOP $T^{+}$
 is NSOP $_{4}$
? $_{4}$
?
Acknowledgements
The authors are grateful to the anonymous referee for numerous helpful comments and suggestions. Much of this work was completed at the Institut Henri Poincaré when the authors were hosted as part of a ‘Research in Paris’ program. The authors would also like to thank the Institut Henri Poincaré for their hospitality.
Funding
D'Elbée was partially supported by the UKRI Horizon Europe Guarantee Scheme, grant no EP/Y027833/1, and by the Ramon y Cajal grant RYC2023-042677-I funded by MICIU/AEI/10.13039/501100011033 and by ESF+. Müller was supported by the Faculty Research Support Grant of AUC. Ramsey was supported by NSF grant DMS-2246992.
 
 

 
 
 
 
 
 
 
 
 
 
 
 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 if and only if
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