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TheoremStatement: Literature-sourcedProof: AI-adaptedSession-authored (Fable 5 assisted)precheck passjudge pass (z-ai/glm-5.2)audited 2026-07-28
How statement and proof provenance work

The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced — the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted — a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated — a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

The chain rule, in one line from Carathéodory: if gg is differentiable at cc and ff is differentiable at g(c)g(c), then fgf \circ g is differentiable at cc with (fg)(c)=f(g(c))g(c)(f \circ g)'(c) = f'(g(c))\,g'(c)

Statement

Let A,BRA, B \subseteq \mathbb{R}, let g:ARg : A \to \mathbb{R} with g[A]Bg[A] \subseteq B and let f:BRf : B \to \mathbb{R}, so that the composite fg:ARf \circ g : A \to \mathbb{R} is defined. Let cAc \in A be a limit point of AA (Limit point, isolated point, adherent point, derived set, and dense subset of R\mathbb{R}) at which gg is differentiable (The derivative f(c)=limxcf(x)f(c)xcf'(c) = \lim_{x \to c} \frac{f(x) - f(c)}{x - c} of f:ARf : A \to \mathbb{R} at a point cAc \in A that is a limit point of AA, and differentiability on a set), put b:=g(c)b := g(c), and suppose bb is a limit point of BB at which ff is differentiable. Then fgf \circ g is differentiable at cc and

(fg)(c)  =  f(g(c))g(c).(f \circ g)'(c) \;=\; f'\bigl(g(c)\bigr)\,g'(c) .

Both limit-point hypotheses are needed, and neither is automatic. That cc is a limit point of AA is what makes g(c)g'(c) and (fg)(c)(f \circ g)'(c) defined symbols; that b=g(c)b = g(c) is a limit point of BB is what makes f(b)f'(b) one. Nothing forces the second: gg may be differentiable at cc and send cc to an isolated point of BB, and there f(b)f'(b) is not defined and the formula asserts nothing.

No case analysis appears anywhere. The naive difference-quotient proof writes f(g(x))f(g(c))g(x)g(c)g(x)g(c)xc\frac{f(g(x)) - f(g(c))}{g(x) - g(c)} \cdot \frac{g(x) - g(c)}{x - c} and then has to say what happens where g(x)=g(c)g(x) = g(c), which may occur at points arbitrarily close to cc. Carathéodory's factorisation never divides by the inner increment, so the difficulty does not arise.

Facts & Assumptions

Given: Sets A,BRA, B \subseteq \mathbb{R}, functions g:ARg : A \to \mathbb{R} with g[A]Bg[A] \subseteq B and f:BRf : B \to \mathbb{R}, a point cAc \in A that is a limit point of AA at which gg is differentiable, and the point b:=g(c)Bb := g(c) \in B, a limit point of BB at which ff is differentiable (The derivative f(c)=limxcf(x)f(c)xcf'(c) = \lim_{x \to c} \frac{f(x) - f(c)}{x - c} of f:ARf : A \to \mathbb{R} at a point cAc \in A that is a limit point of AA, and differentiability on a set, Limit point, isolated point, adherent point, derived set, and dense subset of R\mathbb{R}).

[L1]

Carathéodory's characterisation (Carathéodory's characterisation: ff is differentiable at cc if and only if there is φ:AR\varphi : A \to \mathbb{R}, continuous at cc, with f(x)f(c)=φ(x)(xc)f(x) - f(c) = \varphi(x)(x - c) for every xAx \in A, and then φ\varphi is unique and φ(c)=f(c)\varphi(c) = f'(c)), used in both directions: for DRD \subseteq \mathbb{R}, a point pDp \in D that is a limit point of DD and h:DRh : D \to \mathbb{R}, the function hh is differentiable at pp if and only if there is η:DR\eta : D \to \mathbb{R}, continuous at pp, with h(y)h(p)=η(y)(yp)h(y) - h(p) = \eta(y)(y - p) for every yDy \in D, and then η(p)=h(p)\eta(p) = h'(p).

[L2]
[L3]

Composition of continuous functions (A composite of continuous functions is continuous, with no side hypothesis of the kind the composition of limits needs): if g:ARg : A \to \mathbb{R} has g[A]Bg[A] \subseteq B and is continuous at cAc \in A, and if η:BR\eta : B \to \mathbb{R} is continuous at g(c)g(c), then ηg\eta \circ g is continuous at cc (Continuity of f:ARf : A \to \mathbb{R} at a point of AA and on AA: the ε\varepsilon-δ\delta condition, its agreement with limxcf(x)=f(c)\lim_{x \to c} f(x) = f(c) at a limit point, and continuity at an isolated point).

[L4]

A function differentiable at a point is continuous there (A function differentiable at cc is continuous at cc).

Proof

technique · direct
1.1

By [L1], applied to gg on AA at cc, fix ψ:AR\psi : A \to \mathbb{R}, continuous at cc, with g(x)g(c)=ψ(x)(xc)g(x) - g(c) = \psi(x)(x - c) for every xAx \in A and ψ(c)=g(c)\psi(c) = g'(c).

L1choose
1.2

By [L1], applied to ff on BB at bb, fix φ:BR\varphi : B \to \mathbb{R}, continuous at bb, with f(y)f(b)=φ(y)(yb)f(y) - f(b) = \varphi(y)(y - b) for every yBy \in B and φ(b)=f(b)\varphi(b) = f'(b).

L1choose
2.1

The factorisation. Let xAx \in A. Then g(x)Bg(x) \in B, so taking y:=g(x)y := g(x) in step 1.2 gives f(g(x))f(b)=φ(g(x))(g(x)b)f(g(x)) - f(b) = \varphi(g(x))\bigl(g(x) - b\bigr), and g(x)b=g(x)g(c)=ψ(x)(xc)g(x) - b = g(x) - g(c) = \psi(x)(x-c) by step 1.1. Since (fg)(c)=f(g(c))=f(b)(f \circ g)(c) = f(g(c)) = f(b), this reads (fg)(x)(fg)(c)=χ(x)(xc)(f \circ g)(x) - (f \circ g)(c) = \chi(x)(x - c) for every xAx \in A, where χ:AR\chi : A \to \mathbb{R} is the pointwise product χ:=(φg)ψ\chi := (\varphi \circ g)\,\psi.

step 1.1step 1.2
2.2

The outer factor is continuous at cc. By [L4] the function gg is continuous at cc; by step 1.2 the function φ\varphi is continuous at b=g(c)b = g(c); and g[A]Bg[A] \subseteq B. So φg\varphi \circ g is continuous at cc by [L3].

step 1.2L3L4
3.1

The factor is continuous at cc, with the right value. χ\chi is the product of φg\varphi \circ g, continuous at cc by step 2.2, with ψ\psi, continuous at cc by step 1.1, so χ\chi is continuous at cc by [L2]; and χ(c)=φ(g(c))ψ(c)=φ(b)ψ(c)=f(b)g(c)\chi(c) = \varphi(g(c))\,\psi(c) = \varphi(b)\,\psi(c) = f'(b)\,g'(c).

step 1.1step 2.2L2
4.1

By step 2.1 the function χ:AR\chi : A \to \mathbb{R} factors the increment of fgf \circ g at cc, and by step 3.1 it is continuous at cc. So [L1], applied to fgf \circ g on AA at the limit point cc, gives that fgf \circ g is differentiable at cc with (fg)(c)=χ(c)=f(g(c))g(c)(f \circ g)'(c) = \chi(c) = f'(g(c))\,g'(c).

step 2.1step 3.1L1

Remarks

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