Encyclopedia Gravity Gravity Seven Gaps Stationarity Bridge Closure Of Stationarity Log X Ratio Eq Mi
ARTICLE 4 claims 4 theorems
Gravity Seven Gaps Stationarity Bridge Closure Of Stationarity Log X Ratio Eq Mi
A machine-checked theorem ties the logarithm of a ratio to the total strain of a unique minimizer, under explicit assumptions that the framework names honestly.
The strain identity
In the Recognition Science framework, a ledger is a discrete record of events, and recognition is the act of assigning a cost to each event. The theorem ofStationarity_log_xRatio_eq_minimizer_strain states a precise identity: the natural logarithm of a certain ratio xRatio equals the sum of the strain components of the unique global minimizer of a sourced action. In plainer terms, when a system settles into its lowest-cost state, the logarithm of the ratio that describes the system's response is exactly the total strain of that settled state. This is not an approximation; it is an equality proved in the machine-checked library of formal theorems, with no unproved assumptions in the proof itself.
The identity holds under explicit structural hypotheses. The framework requires a channel count n at least 1, a positive mesh scale h, and a source-domination bound: at every hinge, the absolute value of the product of the coupling kappa and the geometric deficit must not exceed n times h. Under these conditions, the theorem proves that the log-ratio is the total strain of the minimizer. The proof rests on two earlier results: the total strain of the minimizer is n times the inverse hyperbolic sine of the source strength divided by n, and the log-ratio itself equals that same expression. The identity is therefore a bridge between the stationarity of the action and the ratio relation, and the framework states plainly that this bridge is derived from an explicit constitutive action plus J-stationarity, not from the bare ledger alone.
The framework is careful about what this theorem does not claim. It does not claim that the ratio relation follows from the bare ledger without the constitutive coupling; that route is recorded as permanently false. It does not claim that the identity holds for every possible family of deficits. The literal linear family, where the deficit is proportional to the mesh scale, is shown to violate the admissibility condition as the mesh shrinks to zero. The correctly typed family in this framework is the quadratic-deficit family, where the deficit scales as the square of the mesh; that family is genuinely nontrivial and satisfies the admissibility condition with uniform constants. The theorem also does not claim to build a full tower of bridge structures indexed by mesh size; that packaging is left to a later stage. What the identity establishes is a clean, kernel-checked equality at each fixed mesh, under stated assumptions, with the source coupling disclosed as a model premise.
THEOREM ofStationarity_log_xRatio_eq_minimizer_strain · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM (the derivation receipt).** The log of the constructed ratio
IS the total strain of the sourced minimizer with source
c = kappa σ * delta σ: this is the sense in which xRatio is defined FROM
the stationary point of the constitutive action, not posited. -/
theorem ofStationarity_log_xRatio_eq_minimizer_strain {H : Type*}
(n : ℕ) (hn : 1 ≤ n) (kappa geomDeficit : H → ℝ) (h : ℝ) (hh : 0 < h)
(hdom : ∀ σ, |kappa σ * geomDeficit σ| ≤ (n : ℝ) * h) (σ : H) :
Real.log ((recognitionRatioBridge_ofStationarity n hn kappa geomDeficit
h hh hdom).xRatio σ)
= ∑ i, sourcedMinimizer n (kappa σ * geomDeficit σ) i := by
rw [ofStationarity_log_xRatio n hn kappa geomDeficit h hh hdom σ]
exact (stationaryLogRatio_total_strain n (kappa σ * geomDeficit σ)).symm
THEOREM stationaryLogRatio_total_strain · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM.** The total strain of the unique sourced minimizer
(`sourcedMinimizer`, t_i = arsinh(c/n)) is n * arsinh(c/n): the quantity
whose exponential the constructor uses as xRatio. This is the kernel link
between "xRatio is defined from the minimizer" and the closed-form
expression the cubic bound is stated about. -/
theorem stationaryLogRatio_total_strain (n : ℕ) (c : ℝ) :
∑ i, sourcedMinimizer n c i = (n : ℝ) * Real.arsinh (c / n) := by
simp only [sourcedMinimizer]
rw [Finset.sum_const, Finset.card_univ, Fintype.card_fin, nsmul_eq_mul]
THEOREM linear_deficit_family_not_isAdmissible · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM (kill record for the panel's literal linear family).** For
every n >= 1, kappa ≠ 0, h0 > 0 and EVERY pair of constants (C_K, C_R),
the linear-deficit sourced family delta(h) = (n/kappa) * h (the
mesh-indexed form of the panel's delta_m = 1/(m+1), h_m = |kappa|/(n(m+1)),
which has kappa*delta/n = h) is NOT admissible: the curvature conjunct
|delta(h)| <= C_K h^2 of `RecognitionRatioFamily.IsAdmissible` fails at
small h because a linear deficit cannot be dominated by h^2 uniformly.
This is why T2 is closed with the quadratic-deficit family below; the
deviation from the panel's literal spec is forced by the predicate's
curvature conjunct, and this theorem is the receipt. -/
theorem linear_deficit_family_not_isAdmissible (n : ℕ) (hn : 1 ≤ n)
(h₀ kappa C_K C_R : ℝ) (hh₀ : 0 < h₀) (hκ : kappa ≠ 0) :
¬ (sourcedRatioFamily n kappa
(fun h => (n : ℝ) / kappa * h)).IsAdmissible h₀ kappa C_K C_R := by
intro hadm
have hn0 : (0 : ℝ) < n := by exact_mod_cast hn
have hk : 0 < |kappa| := abs_pos.mpr hκ
set M := max C_K 0 with hMdef
have hM0 : 0 ≤ M := le_max_right _ _
have hden : 0 < |kappa| * (M + 1) := by positivity
set h := min (h₀ / 2) ((n : ℝ) / (|kappa| * (M + 1))) with hdef
have hhpos : 0 < h := lt_min (by linarith) (div_pos hn0 hden)
have hhlt : h < h₀ := lt_of_le_of_lt (min_le_left _ _) (by linarith)
obtain ⟨hcurv, _⟩ := hadm h ⟨hhpos, hhlt⟩
have hcurv' : (n : ℝ) / |kappa| * h ≤ C_K * h ^ 2 := by
have hc : |(n : ℝ) / kappa * h| ≤ C_K * h ^ 2 := hcurv
rw [abs_mul, abs_div, abs_of_pos hn0, abs_of_pos hhpos] at hc
exact hc
have hCM : C_K * h ^ 2 ≤ M * h ^ 2 :=
mul_le_mul_of_nonneg_right (le_max_left _ _) (sq_nonneg h)
have e1 : (n : ℝ) * h ≤ |kappa| * M * h ^ 2 := by
calc (n : ℝ) * h = |kappa| * ((n : ℝ) / |kappa| * h) := by
field_simp
_ ≤ |kappa| * (M * h ^ 2) :=
mul_le_mul_of_nonneg_left (le_trans hcurv' hCM) hk.le
_ = |kappa| * M * h ^ 2 := by ring
have e2 : h * (|kappa| * (M + 1)) ≤ (n : ℝ) := by
have hmin : h ≤ (n : ℝ) / (|kappa| * (M + 1)) := by
rw [hdef]
exact min_le_right _ _
exact (le_div_iff₀ hden).mp hmin
have e3 : h * (|kappa| * (M + 1)) * (M * h) ≤ (n : ℝ) * (M * h) :=
mul_le_mul_of_nonneg_right e2 (mul_nonneg hM0 hhpos.le)
have e4 : (n : ℝ) * h * (M + 1) ≤ |kappa| * M * h ^ 2 * (M + 1) :=
mul_le_mul_of_nonneg_right e1 (by linarith)
have hnh : 0 < (n : ℝ) * h := mul_pos hn0 hhpos
nlinarith [e3, e4, hnh]
THEOREM quadraticSourceFamily_isAdmissible · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM (T2, uniform admissibility of the quadratic family).** For
kappa ≠ 0 the quadratic-deficit family is admissible on (0, h0) with the
UNIFORM constants C_K = n/|kappa| and C_R = n * h0^3 / 6: both constants
sit OUTSIDE the mesh scale, per the admissibility predicate, so the
derivation covers a genuine h -> 0 family, not a single point. Proof:
`sourced_ratio_isAdmissible` (reused, not re-derived) with the curvature
bound an exact equality |delta(h)| = (n/|kappa|) h^2, followed by the
constant simplification |kappa|^3 (n/|kappa|)^3 h0^3/(6 n^2)
= n h0^3/6. (As in `sourced_ratio_isAdmissible`: for h0 <= 0 the predicate
is vacuously true; the statement carries content exactly when 0 < h0.) -/
theorem quadraticSourceFamily_isAdmissible (n : ℕ) (hn : 1 ≤ n)
(h₀ kappa : ℝ) (hκ : kappa ≠ 0) :
(quadraticSourceFamily n kappa).IsAdmissible h₀ kappa
((n : ℝ) / |kappa|) ((n : ℝ) * h₀ ^ 3 / 6) := by
have hn0 : (0 : ℝ) < n := by exact_mod_cast hn
have hne : (n : ℝ) ≠ 0 := ne_of_gt hn0
have hκ' : |kappa| ≠ 0 := abs_ne_zero.mpr hκ
have hδ : ∀ h ∈ Set.Ioo (0 : ℝ) h₀,
|(n : ℝ) / kappa * h ^ 2| ≤ (n : ℝ) / |kappa| * h ^ 2 := by
intro h _
rw [abs_mul, abs_div, abs_of_pos hn0, abs_of_nonneg (sq_nonneg h)]
have hbase := sourced_ratio_isAdmissible n hn h₀ kappa
((n : ℝ) / |kappa|) (fun h => (n : ℝ) / kappa * h ^ 2) hδ
have hconst : |kappa| ^ 3 * ((n : ℝ) / |kappa|) ^ 3 * h₀ ^ 3
/ (6 * (n : ℝ) ^ 2) = (n : ℝ) * h₀ ^ 3 / 6 := by
field_simp
rw [← hconst]
exact hbase
What this page does not claim
The theorem does not claim the ratio relation follows from the bare ledger without the constitutive coupling. It does not claim the identity holds for the linear-deficit family, which is explicitly rejected. It does not claim to build a mesh-indexed tower of bridge structures, which remains open.
Verify this page
Every tagged claim above names its theorem. To check one yourself rather than trust this page, elaborate the source module with Lean 4 and audit its axiom basis:
$ lake env lean IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
expected axiom basis: [propext, Classical.choice, Quot.sound] (the Lean kernel's standard three; no RS-specific axioms)
A page whose claims cannot be reproduced this way does not ship. In production, every anchor links to the exact declaration in the public source release, and this block carries the build receipt for the page itself.
Derived articles
This page is generated by a question-recursion engine: the questions its answers raise become the next pages. The current agenda, with open targets marked red:
- What physical interpretation does the framework give to the source coupling kappa and the geometric deficit?
- How does the quadratic-deficit family connect to the golden-ratio scaling forced elsewhere in the framework?
- What would a full mesh-indexed tower of bridge structures add beyond the fixed-mesh theorem?
- Does the constitutive coupling model have an independent derivation, or is it always a disclosed premise?
MACHINE LAYER · GROUNDED CLAIM TABLE · CLICK TO EXPAND
THEOREM ofStationarity_log_xRatio_eq_minimizer_strain · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM (the derivation receipt).** The log of the constructed ratio IS the total strain of the sourced minimizer with source c = kappa σ * delta σ: this is the sense in which xRatio is defined FROM the stationary point of the constitutive action, not posited. -/ theorem ofStationarity_log_xRatio_eq_minimizer_strain {H : Type*} (n : ℕ) (hn : 1 ≤ n) (kappa geomDeficit : H → ℝ) (h : ℝ) (hh : 0 < h) (hdom : ∀ σ, |kappa σ * geomDeficit σ| ≤ (n : ℝ) * h) (σ : H) : Real.log ((recognitionRatioBridge_ofStationarity n hn kappa geomDeficit h hh hdom).xRatio σ) = ∑ i, sourcedMinimizer n (kappa σ * geomDeficit σ) i := by rw [ofStationarity_log_xRatio n hn kappa geomDeficit h hh hdom σ] exact (stationaryLogRatio_total_strain n (kappa σ * geomDeficit σ)).symmthe natural logarithm of a certain ratio xRatio equals the sum of the strain components of the unique global minimizer of a sourced action ofStationarity_log_xRatio_eq_minimizer_strain · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.leanTHEOREM stationaryLogRatio_total_strain · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM.** The total strain of the unique sourced minimizer (`sourcedMinimizer`, t_i = arsinh(c/n)) is n * arsinh(c/n): the quantity whose exponential the constructor uses as xRatio. This is the kernel link between "xRatio is defined from the minimizer" and the closed-form expression the cubic bound is stated about. -/ theorem stationaryLogRatio_total_strain (n : ℕ) (c : ℝ) : ∑ i, sourcedMinimizer n c i = (n : ℝ) * Real.arsinh (c / n) := by simp only [sourcedMinimizer] rw [Finset.sum_const, Finset.card_univ, Fintype.card_fin, nsmul_eq_mul]the total strain of the minimizer is n times the inverse hyperbolic sine of the source strength divided by n stationaryLogRatio_total_strain · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.leanTHEOREM linear_deficit_family_not_isAdmissible · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM (kill record for the panel's literal linear family).** For every n >= 1, kappa ≠ 0, h0 > 0 and EVERY pair of constants (C_K, C_R), the linear-deficit sourced family delta(h) = (n/kappa) * h (the mesh-indexed form of the panel's delta_m = 1/(m+1), h_m = |kappa|/(n(m+1)), which has kappa*delta/n = h) is NOT admissible: the curvature conjunct |delta(h)| <= C_K h^2 of `RecognitionRatioFamily.IsAdmissible` fails at small h because a linear deficit cannot be dominated by h^2 uniformly. This is why T2 is closed with the quadratic-deficit family below; the deviation from the panel's literal spec is forced by the predicate's curvature conjunct, and this theorem is the receipt. -/ theorem linear_deficit_family_not_isAdmissible (n : ℕ) (hn : 1 ≤ n) (h₀ kappa C_K C_R : ℝ) (hh₀ : 0 < h₀) (hκ : kappa ≠ 0) : ¬ (sourcedRatioFamily n kappa (fun h => (n : ℝ) / kappa * h)).IsAdmissible h₀ kappa C_K C_R := by intro hadm have hn0 : (0 : ℝ) < n := by exact_mod_cast hn have hk : 0 < |kappa| := abs_pos.mpr hκ set M := max C_K 0 with hMdef have hM0 : 0 ≤ M := le_max_right _ _ have hden : 0 < |kappa| * (M + 1) := by positivity set h := min (h₀ / 2) ((n : ℝ) / (|kappa| * (M + 1))) with hdef have hhpos : 0 < h := lt_min (by linarith) (div_pos hn0 hden) have hhlt : h < h₀ := lt_of_le_of_lt (min_le_left _ _) (by linarith) obtain ⟨hcurv, _⟩ := hadm h ⟨hhpos, hhlt⟩ have hcurv' : (n : ℝ) / |kappa| * h ≤ C_K * h ^ 2 := by have hc : |(n : ℝ) / kappa * h| ≤ C_K * h ^ 2 := hcurv rw [abs_mul, abs_div, abs_of_pos hn0, abs_of_pos hhpos] at hc exact hc have hCM : C_K * h ^ 2 ≤ M * h ^ 2 := mul_le_mul_of_nonneg_right (le_max_left _ _) (sq_nonneg h) have e1 : (n : ℝ) * h ≤ |kappa| * M * h ^ 2 := by calc (n : ℝ) * h = |kappa| * ((n : ℝ) / |kappa| * h) := by field_simp _ ≤ |kappa| * (M * h ^ 2) := mul_le_mul_of_nonneg_left (le_trans hcurv' hCM) hk.le _ = |kappa| * M * h ^ 2 := by ring have e2 : h * (|kappa| * (M + 1)) ≤ (n : ℝ) := by have hmin : h ≤ (n : ℝ) / (|kappa| * (M + 1)) := by rw [hdef] exact min_le_right _ _ exact (le_div_iff₀ hden).mp hmin have e3 : h * (|kappa| * (M + 1)) * (M * h) ≤ (n : ℝ) * (M * h) := mul_le_mul_of_nonneg_right e2 (mul_nonneg hM0 hhpos.le) have e4 : (n : ℝ) * h * (M + 1) ≤ |kappa| * M * h ^ 2 * (M + 1) := mul_le_mul_of_nonneg_right e1 (by linarith) have hnh : 0 < (n : ℝ) * h := mul_pos hn0 hhpos nlinarith [e3, e4, hnh]the literal linear family, where the deficit is proportional to the mesh scale, is shown to violate the admissibility condition as the mesh shrinks to zero linear_deficit_family_not_isAdmissible · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.leanTHEOREM quadraticSourceFamily_isAdmissible · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean
/-- **THEOREM (T2, uniform admissibility of the quadratic family).** For kappa ≠ 0 the quadratic-deficit family is admissible on (0, h0) with the UNIFORM constants C_K = n/|kappa| and C_R = n * h0^3 / 6: both constants sit OUTSIDE the mesh scale, per the admissibility predicate, so the derivation covers a genuine h -> 0 family, not a single point. Proof: `sourced_ratio_isAdmissible` (reused, not re-derived) with the curvature bound an exact equality |delta(h)| = (n/|kappa|) h^2, followed by the constant simplification |kappa|^3 (n/|kappa|)^3 h0^3/(6 n^2) = n h0^3/6. (As in `sourced_ratio_isAdmissible`: for h0 <= 0 the predicate is vacuously true; the statement carries content exactly when 0 < h0.) -/ theorem quadraticSourceFamily_isAdmissible (n : ℕ) (hn : 1 ≤ n) (h₀ kappa : ℝ) (hκ : kappa ≠ 0) : (quadraticSourceFamily n kappa).IsAdmissible h₀ kappa ((n : ℝ) / |kappa|) ((n : ℝ) * h₀ ^ 3 / 6) := by have hn0 : (0 : ℝ) < n := by exact_mod_cast hn have hne : (n : ℝ) ≠ 0 := ne_of_gt hn0 have hκ' : |kappa| ≠ 0 := abs_ne_zero.mpr hκ have hδ : ∀ h ∈ Set.Ioo (0 : ℝ) h₀, |(n : ℝ) / kappa * h ^ 2| ≤ (n : ℝ) / |kappa| * h ^ 2 := by intro h _ rw [abs_mul, abs_div, abs_of_pos hn0, abs_of_nonneg (sq_nonneg h)] have hbase := sourced_ratio_isAdmissible n hn h₀ kappa ((n : ℝ) / |kappa|) (fun h => (n : ℝ) / kappa * h ^ 2) hδ have hconst : |kappa| ^ 3 * ((n : ℝ) / |kappa|) ^ 3 * h₀ ^ 3 / (6 * (n : ℝ) ^ 2) = (n : ℝ) * h₀ ^ 3 / 6 := by field_simp rw [← hconst] exact hbasethe quadratic-deficit family, where the deficit scales as the square of the mesh, is genuinely nontrivial and satisfies the admissibility condition with uniform constants quadraticSourceFamily_isAdmissible · IndisputableMonolith/Gravity/SevenGaps/StationarityBridgeClosure.lean