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  {
   "id": "artificial-theorems:QLS.Stoch.robbinsSiegmund_expBound",
   "name": "QLS.Stoch.robbinsSiegmund_expBound",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/Opt/RobbinsSiegmund.lean",
   "impl_module": "ArtificialTheorems.Opt.RobbinsSiegmund",
   "lines": [
    33,
    58
   ],
   "statement": "theorem robbinsSiegmund_expBound.{v}\n    {Ω : Type v} [m0 : MeasurableSpace Ω]\n    (μ : Measure Ω) [IsFiniteMeasure μ]\n    (ℱ : Filtration ℕ m0)\n    (X Y Z W : ℕ → Ω → ℝ)\n    (adapted_X : Adapted ℱ X) (adapted_Y : Adapted ℱ Y)\n    (adapted_Z : Adapted ℱ Z) (adapted_W : Adapted ℱ W)\n    (predictable_Y : Adapted ℱ fun t => Y (t + 1))\n    (predictable_Z : Adapted ℱ fun t => Z (t + 1))\n    (predictable_W : Adapted ℱ fun t => W (t + 1))\n    (hX_nonneg : ∀ t ω, 0 ≤ X t ω)\n    (hY_nonneg : ∀ t ω, 0 ≤ Y t ω)\n    (hZ_nonneg : ∀ t ω, 0 ≤ Z t ω)\n    (hW_nonneg : ∀ t ω, 0 ≤ W t ω)\n    (condexp_ineq : ∀ t,\n      μ[fun ω => X (t + 1) ω | ℱ t]\n        ≤ᵐ[μ] fun ω => (1 + Y (t + 1) ω) * X t ω + Z (t + 1) ω - W (t + 1) ω)\n    (integrable_X : ∀ t, Integrable (X t) μ)\n    (integrable_Z : ∀ t, Integrable (Z t) μ)\n    (integrable_W : ∀ t, Integrable (W t) μ)\n    (sumEZ : Summable (fun t => ∫ ω, Z t ω ∂μ))\n    (prod_bound : ∃ C : ℝ, 0 < C ∧ ∀ t ω, prodY Y t ω ≤ C)\n  : ∃ Xlim : Ω → ℝ,\n      (∀ᵐ ω ∂μ, Tendsto (fun t => X t ω) atTop (nhds (Xlim ω))) ∧\n      (∀ᵐ ω ∂μ, Summable (fun t => W t ω)) := by\n  sorry",
   "doc": "Robbins–Siegmund variant under expectation-level summability and a uniform product bound.\n\nAssumptions:\n- Adaptedness/predictability for `X,Y,Z,W` as in the main theorem\n- Nonnegativity: `0 ≤ X t ω, 0 ≤ Y t ω, 0 ≤ Z t ω, 0 ≤ W t ω`\n- Integrability: `X t, Z t, W t` integrable for all `t`\n- Drift: `μ[X_{t+1} | ℱ_t] ≤ (1+Y_{t+1}) X_t + Z_{t+1} - W_{t+1}` a.e.\n- Expectation summability: `Summable (fun t => ∫ ω, Z t ω ∂μ)`\n- Product bound: `∃ C > 0, ∀ t ω, prodY Y t ω ≤ C`\n\nConclusions:\n- `X t` converges almost surely to a finite limit\n- `∑ W t` is finite almost surely",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:fb0b2b8b1069da839cbe2daef552cc11976bb7d6865e1cabdbefc80b045036ae",
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    {
     "github_user": "GasStationManager",
     "date": "2026-02-17",
     "status": "current",
     "issue": 1,
     "verdict": "approved",
     "comment": "S. Gadat, Lecture notes on Stochastic Optimization Algorithms, http://perso.math.univ-toulouse.fr/gadat/files/2012/12/cours_Algo_Stos_M2R5.pdf"
    }
   ],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:QLS.Stoch.robbinsSiegmund_full",
   "name": "QLS.Stoch.robbinsSiegmund_full",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/Opt/RobbinsSiegmund.lean",
   "impl_module": "ArtificialTheorems.Opt.RobbinsSiegmund",
   "lines": [
    75,
    113
   ],
   "statement": "theorem robbinsSiegmund_full.{v}\n    {Ω : Type v} [m0 : MeasurableSpace Ω]\n    (μ : Measure Ω) [IsProbabilityMeasure μ]\n    (ℱ : Filtration ℕ m0)\n    (V U α β : ℕ → Ω → ℝ)\n    -- Adaptedness\n    (adapted_V : Adapted ℱ V)\n    (adapted_α : Adapted ℱ α)\n    (adapted_β : Adapted ℱ β)\n    (adapted_U : Adapted ℱ U)\n    -- Predictability (X_{n+1} is F_n-measurable)\n    (predictable_α : Adapted ℱ fun t => α (t + 1))\n    (predictable_β : Adapted ℱ fun t => β (t + 1))\n    (predictable_U : Adapted ℱ fun t => U (t + 1))\n    -- Nonnegativity\n    (hV_nonneg : ∀ t ω, 0 ≤ V t ω)\n    (hα_nonneg : ∀ t ω, 0 ≤ α t ω)\n    (hβ_nonneg : ∀ t ω, 0 ≤ β t ω)\n    (hU_nonneg : ∀ t ω, 0 ≤ U t ω)\n    -- Integrability\n    (integrable_V : ∀ t, Integrable (V t) μ)\n    (integrable_β : ∀ t, Integrable (β t) μ)\n    (integrable_U : ∀ t, Integrable (U t) μ)\n    -- (ii) Product bound and β summability\n    (prod_bound : ∃ C : ℝ, 0 < C ∧ ∀ t ω, prodY α t ω ≤ C)\n    (sum_Eβ : Summable (fun t => ∫ ω, β t ω ∂μ))\n    -- (iii) Drift inequality\n    (condexp_ineq : ∀ t,\n      μ[fun ω => V (t + 1) ω | ℱ t]\n        ≤ᵐ[μ] fun ω => (1 + α (t + 1) ω) * V t ω + β (t + 1) ω - U (t + 1) ω)\n  : -- Conclusions\n    -- (a) V_n → V_∞ a.s. with V_∞ ∈ L¹, and sup E[V_n] < ∞\n    (∃ Vlim : Ω → ℝ,\n      Integrable Vlim μ ∧\n      (∀ᵐ ω ∂μ, Tendsto (fun t => V t ω) atTop (nhds (Vlim ω)))) ∧\n    (BddAbove (Set.range fun n => ∫ ω, V n ω ∂μ)) ∧\n    -- (b) ∑ U_n < ∞ a.s.\n    (∀ᵐ ω ∂μ, Summable (fun t => U t ω)) := by\n  sorry",
   "doc": "Full Robbins-Siegmund theorem with L¹ limit and sup E[V] bound.\n\nAssumptions:\n- Adaptedness/predictability for `V, α, β, U`\n- Nonnegativity: `0 ≤ V t ω, 0 ≤ α t ω, 0 ≤ β t ω, 0 ≤ U t ω`\n- Integrability: `V t, β t, U t` integrable for all `t`\n- Product bound: `∃ C > 0, ∀ t ω, prodY α t ω ≤ C`\n- Summability: `Summable (fun t => ∫ ω, β t ω ∂μ)`\n- Drift inequality: `μ[V_{t+1} | ℱ_t] ≤ (1+α_{t+1}) V_t + β_{t+1} - U_{t+1}` a.e.\n\nConclusions:\n- `V_n → V_∞` a.s. with `V_∞ ∈ L¹`\n- `sup E[V_n] < ∞`\n- `∑ U_n < ∞` a.s.",
   "informal": "",
   "informal_source": "",
   "checks": {},
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    {
     "github_user": "GasStationManager",
     "date": "2026-02-17",
     "status": "current",
     "issue": 1,
     "verdict": "approved",
     "comment": "S. Gadat, Lecture notes on Stochastic Optimization Algorithms, http://perso.math.univ-toulouse.fr/gadat/files/2012/12/cours_Algo_Stos_M2R5.pdf"
    }
   ],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:convergence_stochastic_gradient_method",
   "name": "convergence_stochastic_gradient_method",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/Opt/SGD.lean",
   "impl_module": "ArtificialTheorems.Opt.SGD",
   "lines": [
    79,
    94
   ],
   "statement": "theorem convergence_stochastic_gradient_method\n    (X : ℕ → Ω → E) (γ : ℕ → ℝ) (h : E → E) (ΔM R : ℕ → Ω → E) (V : E → ℝ) (gradV : E → E)\n    (ℱ : Filtration ℕ m0)\n    (proc : StochasticAlgorithm X γ h ΔM R)\n    (asm : SGD_Convergence_Assumptions μ X γ h ΔM R V gradV ℱ) :\n    -- (a) sup E[V(X_n)] < +∞\n    (BddAbove (Set.range fun n => ∫ ω, V (X n ω) ∂μ)) ∧\n    -- (b) ∑ γ_{n+1}⟨∇V, h⟩(X_n) < +∞ a.s.\n    (∀ᵐ ω ∂μ, Summable (fun n => γ (n + 1) * @inner ℝ _ _ (gradV (X n ω)) (h (X n ω)))) ∧\n    -- (c) V(X_n) → V_∞ ∈ L¹ a.s.\n    (∃ V_inf : Ω → ℝ, Integrable V_inf μ ∧\n      ∀ᵐ ω ∂μ, Tendsto (fun n => V (X n ω)) atTop (nhds (V_inf ω))) ∧\n    -- (d) X_{n+1} - X_n → 0 a.s. and in L²\n    (∀ᵐ ω ∂μ, Tendsto (fun n => X (n + 1) ω - X n ω) atTop (nhds 0)) ∧\n    (Tendsto (fun n => ∫ ω, ‖X (n + 1) ω - X n ω‖^2 ∂μ) atTop (nhds 0)) := by\n  sorry",
   "doc": "Theorem 2.3.6: Convergence of the Stochastic Gradient Method.\n\nUnder assumptions (H1) and (H2), one has:\n(a) sup_{n≥0} E[V(X_n)] < +∞\n(b) ∑_{n≥0} γ_{n+1}⟨∇V, h⟩(X_n) < +∞ a.s.\n(c) V(X_n) → V_∞ ∈ L¹ a.s.\n(d) X_n - X_{n-1} → 0 a.s. and in L²",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:d0fadfb9f91bd7033845b0d534fe489d051b6c6a1fec94b536eb712c92c1c01c",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:SGDUniqueMin.convergence_simplified",
   "name": "SGDUniqueMin.convergence_simplified",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/Opt/SGDUniqueMin.lean",
   "impl_module": "ArtificialTheorems.Opt.SGDUniqueMin",
   "lines": [
    112,
    117
   ],
   "statement": "theorem convergence_simplified\n    (X : ℕ → Ω → E) (γ : ℕ → ℝ) (h : E → E) (ΔM : ℕ → Ω → E)\n    (V : E → ℝ) (gradV : E → E) (ℱ : Filtration ℕ m0) (x_star : E)\n    (asm : SimplifiedAssumptions μ X γ h ΔM V gradV ℱ x_star) :\n    ∀ᵐ ω ∂μ, Tendsto (fun n => X n ω) atTop (nhds x_star) := by\n  sorry",
   "doc": "Simplified Corollary 2.3.1: Almost sure convergence for unbiased SGD with bounded variance.\n\nUnder the simplified assumptions (unbiased gradients, constant variance bound), we have:\n- X_n → x* almost surely\n\nThe proof is simpler because:\n1. No remainder term R (so the earlier \"line 1375\" gap disappears)\n2. Constant variance ⟹ E[‖∑ γ_k ΔM_k‖²] ≤ σ² ∑ γ_k² < ∞ directly\n3. L²-bounded martingale converges a.s. by Doob's theorem",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:224f7c61562fb8263d474f51bda5ad328d3d6f597b64128d69cf78db4942d960",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:VALUE_ITERATION_CONVERGENCE_COMPLETE",
   "name": "VALUE_ITERATION_CONVERGENCE_COMPLETE",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/RL/ValueIterationComplete.lean",
   "impl_module": "ArtificialTheorems.RL.ValueIterationComplete",
   "lines": [
    39,
    52
   ],
   "statement": "theorem VALUE_ITERATION_CONVERGENCE_COMPLETE (mdp : MDP S A) (γ : Rat)\n    (hγ_nonneg : 0 ≤ γ) (hγ_lt : γ < 1) :\n    ∃ v_star : S → ℝ,\n    -- 1. v_star is the optimal value function (Bellman equation)\n    bellmanOperatorReal mdp γ v_star = v_star ∧\n    -- 2. Value iteration converges to v_star from any starting point\n    (∀ v₀ : S → Rat, Tendsto (fun n => castToReal ((bellmanOperatorRat mdp γ)^[n] v₀)) atTop (𝓝 v_star)) ∧\n    -- 3. Geometric convergence with explicit rate\n    (∀ v₀ : S → Rat, ∀ n : ℕ,\n      dist (castToReal ((bellmanOperatorRat mdp γ)^[n] v₀)) v_star ≤\n      dist v₀ (bellmanOperatorRat mdp γ v₀) * γ^n / (1 - γ)) ∧\n    -- 4. Uniqueness: any fixed point of the Bellman operator equals v_star\n    (∀ v' : S → ℝ, bellmanOperatorReal mdp γ v' = v' → v' = v_star) := by\n  sorry",
   "doc": "**THE MAIN RESULT**: Value iteration converges with all guarantees",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:a24c4794337feb021b922709c94d4cf3e0d6a16245c34b37ad59c5af3feed272",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:ApproxValueIterationInt.INT_VALUE_ITERATION_APPROX",
   "name": "ApproxValueIterationInt.INT_VALUE_ITERATION_APPROX",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/RL/ApproxValueIterationInt.lean",
   "impl_module": "ArtificialTheorems.RL.ApproxValueIterationInt",
   "lines": [
    59,
    67
   ],
   "statement": "theorem INT_VALUE_ITERATION_APPROX\n    (mdp : MDP S A) (γ : ℚ) (hγ_nonneg : 0 ≤ γ) (hγ_lt : γ < 1) :\n    ∃ v_star : S → ℝ,\n      bellmanOperatorReal (S:=S) (A:=A) mdp (γ : ℝ) v_star = v_star ∧\n      ∀ (v₀ : S → ℤ) (n : ℕ),\n        dist (castZtoR ((bellmanOperatorInt (S:=S) (A:=A) mdp γ)^[n] v₀)) v_star\n          ≤ (γ : ℝ)^n * dist (castZtoR v₀) v_star +\n            ((1 : ℝ) / 2) / (1 - (γ : ℝ)) := by\n  sorry",
   "doc": "Approximate convergence of integer value iteration.\n\nFor discount 0 ≤ γ < 1, the iterate error is bounded by:\n  γ^n * dist(v₀, v*) + (1/2) / (1-γ)",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:2434c8b8c2729171d16c2c999c32573484f64dc587be1e5936fb8fc1f35b39af",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:ApproxValueIterationInt.INT_VALUE_ITERATION_EVENTUAL_BALL",
   "name": "ApproxValueIterationInt.INT_VALUE_ITERATION_EVENTUAL_BALL",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/RL/ApproxValueIterationInt.lean",
   "impl_module": "ArtificialTheorems.RL.ApproxValueIterationInt",
   "lines": [
    72,
    79
   ],
   "statement": "theorem INT_VALUE_ITERATION_EVENTUAL_BALL\n    (mdp : MDP S A) (γ : ℚ) (hγ_nonneg : 0 ≤ γ) (hγ_lt : γ < 1)\n    (ε : ℝ) (hε : ((1 : ℝ) / 2) / (1 - (γ : ℝ)) < ε) :\n    ∃ v_star : S → ℝ,\n      bellmanOperatorReal (S:=S) (A:=A) mdp (γ : ℝ) v_star = v_star ∧\n      ∀ v₀ : S → ℤ, ∀ᶠ n in atTop,\n        dist (castZtoR ((bellmanOperatorInt (S:=S) (A:=A) mdp γ)^[n] v₀)) v_star ≤ ε := by\n  sorry",
   "doc": "Eventual ball inclusion.\n\nFor any ε > (1/2)/(1-γ), the iterates eventually stay within distance ε of v*.",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:ddccb9099c77c89f73a039a1535c68a60fc93350e4e1f631b436830d7e1888c9",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "artificial-theorems:universal_approximation_cybenko",
   "name": "universal_approximation_cybenko",
   "kind": "theorem",
   "origin": "registry",
   "entry": "artificial-theorems",
   "entry_name": "ArtificialTheorems",
   "repository": "https://github.com/GasStationManager/ArtificialTheorems",
   "commit": "9c0f970db29553e3c32bccb25fd13c3f54dc3a8e",
   "lean": "leanprover/lean4:v4.27.0",
   "spec_file": "specs/artificial-theorems/Registry/ArtificialTheorems/Approx/UniversalApprox.lean",
   "impl_module": "ArtificialTheorems.Approx.UniversalApprox",
   "lines": [
    44,
    52
   ],
   "statement": "theorem universal_approximation_cybenko\n    (hJD : HasJordanDecomposition n)\n    (σ : ℝ → ℝ) (hσ_cont : Continuous σ) (hσ_sig : IsSigmoidal σ)\n    (f : (Fin n → ℝ) → ℝ) (hf_cont : ContinuousOn f (UnitCube n))\n    (ε : ℝ) (hε : 0 < ε) :\n    ∃ (N : ℕ) (w : Fin N → (Fin n → ℝ)) (b : Fin N → ℝ) (α : Fin N → ℝ),\n      ∀ x ∈ UnitCube n,\n        |f x - neuralNetFun σ N w b α x| < ε := by\n  sorry",
   "doc": "**Cybenko's Universal Approximation Theorem (1989).**",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:624c726431ffe8ac24fd0b702be3dbb72d103d7d90145a6eee3337b0482c5675",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/GasStationManager/ArtificialTheorems/blob/9c0f970db29553e3c32bccb25fd13c3f54dc3a8e"
  },
  {
   "id": "stat-learning:GaussianMeasure.stdGaussianPi",
   "name": "GaussianMeasure.stdGaussianPi",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/GaussianMeasure.lean",
   "impl_module": "SLT.GaussianMeasure",
   "lines": [
    14,
    15
   ],
   "statement": "noncomputable def stdGaussianPi (n : ℕ) : Measure (Fin n → ℝ) :=\n  Measure.pi fun _ : Fin n => gaussianReal 0 1",
   "doc": "Standard Gaussian product measure: the product of n independent standard Gaussians N(0,1)",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:c6969406214c75ea80270cc8e4012f16414dd4f13c7b0ac3f55710d3cfebbe78",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:GaussianMeasure.stdGaussianE",
   "name": "GaussianMeasure.stdGaussianE",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/GaussianMeasure.lean",
   "impl_module": "SLT.GaussianMeasure",
   "lines": [
    18,
    19
   ],
   "statement": "noncomputable def stdGaussianE (n : ℕ) : Measure (EuclideanSpace ℝ (Fin n)) :=\n  Measure.map (EuclideanSpace.equiv (Fin n) ℝ).symm (stdGaussianPi n)",
   "doc": "The standard Gaussian on EuclideanSpace as pushforward of stdGaussianPi via the equivalence.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:270283eb34f520aa51585284734d5e67f984715851e2ecd82fb90f3fb1bd2f78",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:IsENet",
   "name": "IsENet",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/CoveringNumber.lean",
   "impl_module": "SLT.CoveringNumber",
   "lines": [
    13,
    14
   ],
   "statement": "def IsENet {A : Type*} [PseudoMetricSpace A] (t : Finset A) (eps : ℝ) (s : Set A) : Prop :=\n  s ⊆ ⋃ x ∈ t, closedBall x eps",
   "doc": "`t` is an `eps`-net for `s` if every point of `s` lies in a closed ball of radius `eps`\ncentered at some element of `t`.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:0eb17cca66b05571062342bb25184463d6428116daea40a0aa22105f6e503ce7",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:coveringNumber",
   "name": "coveringNumber",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/CoveringNumber.lean",
   "impl_module": "SLT.CoveringNumber",
   "lines": [
    17,
    18
   ],
   "statement": "noncomputable def coveringNumber {A : Type*} [PseudoMetricSpace A] (eps : ℝ) (s : Set A) : WithTop Nat :=\n  sInf {n : WithTop Nat | ∃ t : Finset A, IsENet t eps s ∧ (t.card : WithTop Nat) = n}",
   "doc": "Covering number: the minimal cardinality of a finite `eps`-net, as `WithTop Nat`.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:bfcb897e02dc18748d41b16d168d1b712f899dd2cecaf7318f3db5c2f6dece51",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:metricEntropyOfNat",
   "name": "metricEntropyOfNat",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/MetricEntropy.lean",
   "impl_module": "SLT.MetricEntropy",
   "lines": [
    32,
    33
   ],
   "statement": "def metricEntropyOfNat (n : ℕ) : ℝ :=\n  if n ≤ 1 then 0 else Real.log n",
   "doc": "Helper to compute metric entropy given a natural number.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:af786dfe49c1674d765f8420662c2ee0b065d7680973bcd4bb51c38dd5fad6cd",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:metricEntropy",
   "name": "metricEntropy",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/MetricEntropy.lean",
   "impl_module": "SLT.MetricEntropy",
   "lines": [
    36,
    39
   ],
   "statement": "def metricEntropy (eps : ℝ) (s : Set A) : ℝ :=\n  match _h : coveringNumber eps s with\n  | ⊤ => 0\n  | (n : ℕ) => metricEntropyOfNat n",
   "doc": "Metric entropy: log of covering number.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:f3a1d42465927010c9c791bf6eb7379180ad66b40372f501a4d861f870e628b9",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:sqrtEntropy",
   "name": "sqrtEntropy",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/MetricEntropy.lean",
   "impl_module": "SLT.MetricEntropy",
   "lines": [
    42,
    43
   ],
   "statement": "def sqrtEntropy (eps : ℝ) (s : Set A) : ℝ :=\n  Real.sqrt (metricEntropy eps s)",
   "doc": "Square root of metric entropy.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:6efb694da3bb19626a735c08c294010ef0e722cf31b8ba4d4a2c966b7703a0ef",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:dudleyIntegrand",
   "name": "dudleyIntegrand",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/MetricEntropy.lean",
   "impl_module": "SLT.MetricEntropy",
   "lines": [
    46,
    47
   ],
   "statement": "def dudleyIntegrand (eps : ℝ) (s : Set A) : ℝ≥0∞ :=\n  ENNReal.ofReal (sqrtEntropy eps s)",
   "doc": "Dudley integrand: √(log N(ε, s)) as ENNReal.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:84ec0c4922b28bb60bd732efe01002202b19078a497c8ce58beaf26b88452353",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:entropyIntegralENNReal",
   "name": "entropyIntegralENNReal",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/MetricEntropy.lean",
   "impl_module": "SLT.MetricEntropy",
   "lines": [
    50,
    51
   ],
   "statement": "def entropyIntegralENNReal (s : Set A) (D : ℝ) : ℝ≥0∞ :=\n  ∫⁻ eps in Set.Ioc (0 : ℝ) D, dudleyIntegrand eps s",
   "doc": "Entropy integral (ENNReal): ∫₀^D √(log N(ε, s)) dε.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:b85d8e8b840034d3064830f12d943496723dc43aa6fbc082f44eb3b6b302a2dd",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:entropyIntegral",
   "name": "entropyIntegral",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/MetricEntropy.lean",
   "impl_module": "SLT.MetricEntropy",
   "lines": [
    54,
    55
   ],
   "statement": "def entropyIntegral (s : Set A) (D : ℝ) : ℝ :=\n  (entropyIntegralENNReal s D).toReal",
   "doc": "Entropy integral (real-valued wrapper).",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:9f975d8b76e9cbe3746aa2998b8c155937d70a9dcebb19e1b3e183e9b6bd009d",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:IsSubGaussianProcess",
   "name": "IsSubGaussianProcess",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/SubGaussian.lean",
   "impl_module": "SLT.SubGaussian",
   "lines": [
    17,
    19
   ],
   "statement": "def IsSubGaussianProcess (μ : Measure Ω) (X : A → Ω → ℝ) (σ : ℝ) : Prop :=\n  ∀ s t : A, ∀ l : ℝ, μ[fun ω => exp (l * (X s ω - X t ω))] ≤\n    exp (l^2 * σ^2 * (dist s t)^2 / 2)",
   "doc": "A stochastic process X indexed by a metric space is σ-sub-Gaussian if\nthe MGF of increments satisfies E[exp(l(X_s - X_t))] ≤ exp(l²σ²d(s,t)²/2).",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:c0fdd95237411b16ec3370b92d620864348a3010ca4c2cc8aab0b4f57f5088c0",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:EfronSteinApp.CompactlySupportedSmooth",
   "name": "EfronSteinApp.CompactlySupportedSmooth",
   "kind": "def",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/EfronSteinApp.lean",
   "impl_module": "SLT.GaussianPoincare.EfronSteinApp",
   "lines": [
    15,
    16
   ],
   "statement": "def CompactlySupportedSmooth (f : ℝ → ℝ) : Prop :=\n  ContDiff ℝ 2 f ∧ HasCompactSupport f",
   "doc": "A function is compactly supported and smooth (C²)",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "not-applicable"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:d2de3acec8dd9d9f925e6f5a32da99e5f428409d5f0bfb9ef189779a7ad56331",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:GaussianLipConcen.gaussian_lipschitz_concentration",
   "name": "GaussianLipConcen.gaussian_lipschitz_concentration",
   "kind": "theorem",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/GaussianLipschitzConcentration.lean",
   "impl_module": "SLT.GaussianLipConcen",
   "lines": [
    39,
    43
   ],
   "statement": "theorem gaussian_lipschitz_concentration {f : EuclideanSpace ℝ (Fin n) → ℝ} {L : ℝ≥0}\n    (hn : 0 < n) (hL : 0 < L) (hf : LipschitzWith L f) (t : ℝ) (ht : 0 < t) :\n    let μ := stdGaussianE n\n    (μ {x | t ≤ |f x - ∫ y, f y ∂μ|}).toReal ≤ 2 * exp (-t^2 / (2 * (L : ℝ)^2)) := by\n  sorry",
   "doc": "**Gaussian Lipschitz Concentration Inequality**\n\nFor any L-Lipschitz function f on ℝⁿ equipped with the standard Gaussian measure,\nthe probability that f deviates from its mean by more than t is at most\n2 exp(-t² / (2L²)).",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "pass"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:6d4b653df227a944d2de99ff7ed7790b5b02d8eb4d84eb1020ca560be74aab40",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:dudley",
   "name": "dudley",
   "kind": "theorem",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/Dudley.lean",
   "impl_module": "SLT.Dudley",
   "lines": [
    86,
    97
   ],
   "statement": "theorem dudley {μ : Measure Ω} [IsProbabilityMeasure μ]\n    {X : A → Ω → ℝ} {σ : ℝ} (hσ : 0 < σ)\n    (hX : IsSubGaussianProcess μ X σ)\n    {s : Set A} (hs : TotallyBounded s)\n    {D : ℝ} (hD : 0 < D) (hdiam : Metric.diam s ≤ D)\n    (t₀ : A) (ht₀ : t₀ ∈ s) (hcenter : ∀ ω, X t₀ ω = 0)\n    (hX_meas : ∀ t, Measurable (X t))\n    (hX_int_exp : ∀ t s : A, ∀ l : ℝ, Integrable (fun ω => Real.exp (l * (X t ω - X s ω))) μ)\n    (hfinite : entropyIntegralENNReal s D ≠ ⊤)\n    (hcont : ∀ ω, Continuous (fun (t : ↥s) => X t.1 ω)) :\n    ∫ ω, ⨆ t ∈ s, X t ω ∂μ ≤ (12 * Real.sqrt 2) * σ * entropyIntegral s D := by\n  sorry",
   "doc": "**Dudley's Entropy Integral Theorem**\n\nFor a σ-sub-Gaussian process X indexed by a totally bounded set s with diameter ≤ D,\nthe expected supremum satisfies:\n  E[sup_{t∈s} X_t] ≤ 12√2 · σ · ∫₀^D √(log N(ε, s)) dε",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "pass"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:7507698de20bf960ffd454d224231b2870a71a845d5cec0d511817940ae4fa02",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:efronStein",
   "name": "efronStein",
   "kind": "theorem",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/EfronStein.lean",
   "impl_module": "SLT.EfronStein",
   "lines": [
    24,
    27
   ],
   "statement": "theorem efronStein (f : (Fin n → Ω) → ℝ) (hf : MemLp f 2 (Measure.pi μs)) :\n    variance f (Measure.pi μs) ≤\n    ∑ i : Fin n, ∫ x, (f x - condExpExceptCoord (μs := μs) i f x)^2 ∂(Measure.pi μs) := by\n  sorry",
   "doc": "**Efron-Stein Inequality**\n\nFor independent random variables X₁,...,Xₙ and a square-integrable function f:\n  Var(f) ≤ ∑ᵢ E[(f - E^{(i)}f)²]\nwhere E^{(i)}f is the conditional expectation given all variables except Xᵢ.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "pass"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:1ef30ab4f8e008e48d503f91fe5de5692eba97503db635d46397a12acbf8ea4f",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "stat-learning:GaussianPoincare.gaussianPoincare",
   "name": "GaussianPoincare.gaussianPoincare",
   "kind": "theorem",
   "origin": "registry",
   "entry": "stat-learning",
   "entry_name": "Lean Statistical Learning Theory",
   "repository": "https://github.com/YuanheZ/lean-stat-learning-theory",
   "commit": "7b82b1323c80f0c21ca449fd12e1c24315ae9782",
   "lean": "leanprover/lean4:v4.27.0-rc1",
   "spec_file": "specs/stat-learning/Registry/StatLearning/GaussianPoincare.lean",
   "impl_module": "SLT.GaussianPoincare.Limit",
   "lines": [
    46,
    49
   ],
   "statement": "theorem gaussianPoincare {f : ℝ → ℝ} (hf : CompactlySupportedSmooth f) :\n    variance (fun x => f x) stdGaussianMeasure ≤\n    ∫ x, (deriv f x)^2 ∂stdGaussianMeasure := by\n  sorry",
   "doc": "**Gaussian Poincaré Inequality**\n\nFor any f ∈ C²_c(ℝ) and X ~ N(0,1):\n  Var(f(X)) ≤ E[f'(X)²]",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "pass"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:a124288f9993f9f1b0b07b0bf16ece68361b094e592ddc8b9a4c8dff01869804",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/YuanheZ/lean-stat-learning-theory/blob/7b82b1323c80f0c21ca449fd12e1c24315ae9782"
  },
  {
   "id": "aks:networks_exist",
   "name": "networks_exist",
   "kind": "theorem",
   "origin": "registry",
   "entry": "aks",
   "entry_name": "AKS Sorting Networks",
   "repository": "https://github.com/girving/aks",
   "commit": "f172ac6c2e46cf30b3aae7e4d19704905133b2bc",
   "lean": "leanprover/lean4:v4.29.0-rc4",
   "spec_file": "specs/aks/Registry/AKS/Challenge.lean",
   "impl_module": "AKS.Seiferas",
   "lines": [
    64,
    66
   ],
   "statement": "theorem networks_exist (n : ℕ) : ∃ net : ComparatorNetwork n, net.Sorts ∧\n    net.depth ≤ 141 * 10 ^ 62 * Nat.clog 2 n ∧\n    net.size ≤ 705 * 10 ^ 61 * n * Nat.clog 2 n := by sorry",
   "doc": "Efficient networks exist",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:e6e5c11854ae1257c82446c3ab14b29c854b726f4b46d1705db99abf3b49b088",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/girving/aks/blob/f172ac6c2e46cf30b3aae7e4d19704905133b2bc"
  },
  {
   "id": "archon-first-proof:Problem4.harmonic_mean_inequality_full",
   "name": "Problem4.harmonic_mean_inequality_full",
   "kind": "theorem",
   "origin": "registry",
   "entry": "archon-first-proof",
   "entry_name": "Archon FirstProof Results",
   "repository": "https://github.com/frenzymath/Archon-FirstProof-Results",
   "commit": "35550f2bc0a58289bbe2342a64f10a46ada0f52f",
   "lean": "leanprover/lean4:v4.28.0",
   "spec_file": "specs/archon-first-proof/Registry/ArchonFirstProof/Problem4.lean",
   "impl_module": "FirstProof.FirstProof4.Problem4",
   "lines": [
    133,
    139
   ],
   "statement": "theorem harmonic_mean_inequality_full\n    (n : ℕ) (hn : 2 ≤ n) (p q : ℝ[X])\n    (hp_monic : p.Monic) (hq_monic : q.Monic)\n    (hp_deg : p.natDegree = n) (hq_deg : q.natDegree = n)\n    (hp_real : ∀ z : ℂ, (p.map (algebraMap ℝ ℂ)).IsRoot z → z.im = 0)\n    (hq_real : ∀ z : ℂ, (q.map (algebraMap ℝ ℂ)).IsRoot z → z.im = 0) :\n    invPhiN_poly n (polyBoxPlus n p q) ≥ invPhiN_poly n p + invPhiN_poly n q := by sorry",
   "doc": "**Main Theorem (Problem 4)**: Harmonic-mean inequality for Φₙ under box-plus\n    convolution. For monic real-rooted polynomials p, q of degree n ≥ 2:\n    1/Φₙ(p ⊞ₙ q) ≥ 1/Φₙ(p) + 1/Φₙ(q)",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:96d8353b19f18e3c4d7ea42c02c3e1dca50f0ebba7487b4ec225c58deeda575c",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/frenzymath/Archon-FirstProof-Results/blob/35550f2bc0a58289bbe2342a64f10a46ada0f52f"
  },
  {
   "id": "archon-first-proof:Problem6.exists_eps_light_subset",
   "name": "Problem6.exists_eps_light_subset",
   "kind": "theorem",
   "origin": "registry",
   "entry": "archon-first-proof",
   "entry_name": "Archon FirstProof Results",
   "repository": "https://github.com/frenzymath/Archon-FirstProof-Results",
   "commit": "35550f2bc0a58289bbe2342a64f10a46ada0f52f",
   "lean": "leanprover/lean4:v4.28.0",
   "spec_file": "specs/archon-first-proof/Registry/ArchonFirstProof/Problem6.lean",
   "impl_module": "FirstProof.FirstProof6.Problem6",
   "lines": [
    47,
    52
   ],
   "statement": "theorem exists_eps_light_subset\n    (G : SimpleGraph V) [DecidableRel G.Adj]\n    (ε : ℝ) (hε_pos : 0 < ε) (hε_le : ε ≤ 1) :\n    ∃ S : Finset V, IsEpsLight G ε S ∧\n      ε / 256 * (Fintype.card V : ℝ) ≤\n      (S.card : ℝ) := by sorry",
   "doc": "**Main Theorem (Problem 6)**: For every simple graph G on a finite vertex set V\n    and every ε ∈ (0, 1], there exists an ε-light subset S with |S| ≥ ε/256 · |V|.",
   "informal": "",
   "informal_source": "",
   "checks": {},
   "verdict_state": "unbound-verdict",
   "spec_hash": "sha256:ff829a849b969f44b6b365cac5468140d1b298f7d6afd6f06e081e12b827fbfb",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/frenzymath/Archon-FirstProof-Results/blob/35550f2bc0a58289bbe2342a64f10a46ada0f52f"
  },
  {
   "id": "lean-zip:Zip.Native.Deflate.inflate_deflateRaw",
   "name": "Zip.Native.Deflate.inflate_deflateRaw",
   "kind": "theorem",
   "origin": "registry",
   "entry": "lean-zip",
   "entry_name": "lean-zip",
   "repository": "https://github.com/kim-em/lean-zip",
   "commit": "e76f0813faa2893f09b83d027e52754041febc35",
   "lean": "leanprover/lean4:v4.29.1",
   "spec_file": "specs/lean-zip/Registry/LeanZip/DeflateRoundtrip.lean",
   "impl_module": "Zip.Spec.DeflateRoundtrip",
   "lines": [
    26,
    29
   ],
   "statement": "theorem inflate_deflateRaw (data : ByteArray) (level : UInt8)\n    (maxOutputSize : Nat) (hsize : data.size < maxOutputSize) :\n    Zip.Native.Inflate.inflate (deflateRaw data level) maxOutputSize = .ok data := by\n  sorry",
   "doc": "Unified DEFLATE roundtrip: inflate ∘ deflateRaw = identity.\n    Generalized to any `maxOutputSize` large enough to hold the input.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "fail",
    "nanoda": "not-reached"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:d43548951044d0e6480f217f1fbc0153eb31cd1143c5f38255877aba5d53e8a9",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/kim-em/lean-zip/blob/e76f0813faa2893f09b83d027e52754041febc35"
  },
  {
   "id": "lean-zip:Zip.Native.Deflate.deflateRaw_pad",
   "name": "Zip.Native.Deflate.deflateRaw_pad",
   "kind": "theorem",
   "origin": "registry",
   "entry": "lean-zip",
   "entry_name": "lean-zip",
   "repository": "https://github.com/kim-em/lean-zip",
   "commit": "e76f0813faa2893f09b83d027e52754041febc35",
   "lean": "leanprover/lean4:v4.29.1",
   "spec_file": "specs/lean-zip/Registry/LeanZip/DeflateRoundtrip.lean",
   "impl_module": "Zip.Spec.DeflateRoundtrip",
   "lines": [
    34,
    38
   ],
   "statement": "theorem deflateRaw_pad (data : ByteArray) (level : UInt8) :\n    ∃ (contentBits padding : List Bool),\n      Deflate.Spec.bytesToBits (deflateRaw data level) = contentBits ++ padding ∧\n      padding.length < 8 := by\n  sorry",
   "doc": "The output of `deflateRaw` decomposes into content bits plus short padding.\n    Needed by `inflateRaw_endPos_ge` to establish that the native decoder\n    consumes all of the deflated byte array.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "fail",
    "nanoda": "not-reached"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:d25d58945712561ccc60d9b2959f742de00c797ce98e6b28e359872172612fe0",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/kim-em/lean-zip/blob/e76f0813faa2893f09b83d027e52754041febc35"
  },
  {
   "id": "lean-zip:Zip.Native.Deflate.deflateRaw_goR_pad",
   "name": "Zip.Native.Deflate.deflateRaw_goR_pad",
   "kind": "theorem",
   "origin": "registry",
   "entry": "lean-zip",
   "entry_name": "lean-zip",
   "repository": "https://github.com/kim-em/lean-zip",
   "commit": "e76f0813faa2893f09b83d027e52754041febc35",
   "lean": "leanprover/lean4:v4.29.1",
   "spec_file": "specs/lean-zip/Registry/LeanZip/DeflateRoundtrip.lean",
   "impl_module": "Zip.Spec.DeflateRoundtrip",
   "lines": [
    42,
    46
   ],
   "statement": "theorem deflateRaw_goR_pad (data : ByteArray) (level : UInt8) :\n    ∃ remaining,\n      Deflate.Spec.decode.goR (Deflate.Spec.bytesToBits (deflateRaw data level)) []\n        = some (data.data.toList, remaining) ∧ remaining.length < 8 := by\n  sorry",
   "doc": "For the encoder's output, `decode.goR` returns a short remaining (< 8 bits).\n    Connects encoder structure to decoder bit consumption.",
   "informal": "",
   "informal_source": "",
   "checks": {
    "comparator": "fail",
    "nanoda": "not-reached"
   },
   "verdict_state": "current",
   "spec_hash": "sha256:de258ae6b513e1f24d3165e60b5095a049165cb00b2ac0c6c28e2d99ef20def0",
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/kim-em/lean-zip/blob/e76f0813faa2893f09b83d027e52754041febc35"
  },
  {
   "id": "leanpool:2-coloring-1-round:Distributed2Coloring.pStar_ge_23879",
   "name": "Distributed2Coloring.pStar_ge_23879",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "2-coloring-1-round",
   "entry_name": "2-Coloring Cycles in One Round",
   "repository": "https://github.com/suomela/2-coloring-1-round",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.TwoColoringOneRound",
   "lines": null,
   "statement": "",
   "doc": "Formalizes certified upper and lower bounds for one-round randomized algorithms that 2-color cycles.",
   "informal": "Proves that every one-round classical algorithm has monochromatic-edge probability at least 0.23879.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/TwoColoringOneRound",
   "classification": {
    "msc2020": [
     "68W15",
     "05C15"
    ],
    "tags": [
     "distributed-computing",
     "graph-coloring",
     "randomized-algorithms",
     "formal-verification"
    ],
    "branch": "distributed computing"
   }
  },
  {
   "id": "leanpool:2-coloring-1-round:Distributed2Coloring.pStar_lt_24118",
   "name": "Distributed2Coloring.pStar_lt_24118",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "2-coloring-1-round",
   "entry_name": "2-Coloring Cycles in One Round",
   "repository": "https://github.com/suomela/2-coloring-1-round",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.TwoColoringOneRound",
   "lines": null,
   "statement": "",
   "doc": "Formalizes certified upper and lower bounds for one-round randomized algorithms that 2-color cycles.",
   "informal": "Proves that an explicit one-round algorithm attains monochromatic-edge probability strictly below 0.24118.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/TwoColoringOneRound",
   "classification": {
    "msc2020": [
     "68W15",
     "05C15"
    ],
    "tags": [
     "distributed-computing",
     "graph-coloring",
     "randomized-algorithms",
     "formal-verification"
    ],
    "branch": "distributed computing"
   }
  },
  {
   "id": "leanpool:a-formalization-of-borel-determinacy-in-lean:GaleStewartGame.borel_determinacy",
   "name": "GaleStewartGame.borel_determinacy",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "a-formalization-of-borel-determinacy-in-lean",
   "entry_name": "A formalization of Borel determinacy in Lean",
   "repository": "https://github.com/sven-manthe/A-formalization-of-Borel-determinacy-in-Lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.AFormalizationOfBorelDeterminacyInLean",
   "lines": null,
   "statement": "",
   "doc": "Formalizes Martin's theorem that every Borel Gale-Stewart game is determined.",
   "informal": "Proves that every Borel Gale-Stewart game on a nonempty discrete alphabet is determined.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/AFormalizationOfBorelDeterminacyInLean",
   "classification": {
    "msc2020": [
     "03E15",
     "54H05",
     "91A44"
    ],
    "tags": [
     "descriptive-set-theory",
     "game-theory",
     "determinacy"
    ],
    "branch": "descriptive set theory"
   }
  },
  {
   "id": "leanpool:a-formalization-of-borel-determinacy-in-lean:GaleStewartGame.Games.borel_determinacy",
   "name": "GaleStewartGame.Games.borel_determinacy",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "a-formalization-of-borel-determinacy-in-lean",
   "entry_name": "A formalization of Borel determinacy in Lean",
   "repository": "https://github.com/sven-manthe/A-formalization-of-Borel-determinacy-in-Lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.AFormalizationOfBorelDeterminacyInLean",
   "lines": null,
   "statement": "",
   "doc": "Formalizes Martin's theorem that every Borel Gale-Stewart game is determined.",
   "informal": "Proves Borel determinacy for the bundled game representation used in the formalization.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/AFormalizationOfBorelDeterminacyInLean",
   "classification": {
    "msc2020": [
     "03E15",
     "54H05",
     "91A44"
    ],
    "tags": [
     "descriptive-set-theory",
     "game-theory",
     "determinacy"
    ],
    "branch": "descriptive set theory"
   }
  },
  {
   "id": "leanpool:abc-exceptions:abcConjecture_iff_countTriples",
   "name": "abcConjecture_iff_countTriples",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "abc-exceptions",
   "entry_name": "Exceptional Set in the abc Conjecture",
   "repository": "https://github.com/b-mehta/ABC-Exceptions",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ABCExceptions",
   "lines": null,
   "statement": "",
   "doc": "Formalizes reductions and optimization bounds for a power-saving estimate on exceptional triples in the abc conjecture.",
   "informal": "Recasts the abc conjecture as a uniform big-O bound for bounded exceptional triples.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ABCExceptions",
   "classification": {
    "msc2020": [
     "11D75",
     "11N37"
    ],
    "tags": [
     "number-theory",
     "analytic-number-theory",
     "abc-conjecture"
    ],
    "branch": "analytic number theory"
   }
  },
  {
   "id": "leanpool:abc-exceptions:thm_4_point_3",
   "name": "thm_4_point_3",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "abc-exceptions",
   "entry_name": "Exceptional Set in the abc Conjecture",
   "repository": "https://github.com/b-mehta/ABC-Exceptions",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ABCExceptions",
   "lines": null,
   "statement": "",
   "doc": "Formalizes reductions and optimization bounds for a power-saving estimate on exceptional triples in the abc conjecture.",
   "informal": "Derives the Section 4 optimization bound from the determinant, geometry, and Fourier hypotheses.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ABCExceptions",
   "classification": {
    "msc2020": [
     "11D75",
     "11N37"
    ],
    "tags": [
     "number-theory",
     "analytic-number-theory",
     "abc-conjecture"
    ],
    "branch": "analytic number theory"
   }
  },
  {
   "id": "leanpool:abc-exceptions:refinedCountTriplesStar_isBigO_B",
   "name": "refinedCountTriplesStar_isBigO_B",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "abc-exceptions",
   "entry_name": "Exceptional Set in the abc Conjecture",
   "repository": "https://github.com/b-mehta/ABC-Exceptions",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ABCExceptions",
   "lines": null,
   "statement": "",
   "doc": "Formalizes reductions and optimization bounds for a power-saving estimate on exceptional triples in the abc conjecture.",
   "informal": "Bounds the refined exceptional-triple count by the dyadic structured-box supremum.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ABCExceptions",
   "classification": {
    "msc2020": [
     "11D75",
     "11N37"
    ],
    "tags": [
     "number-theory",
     "analytic-number-theory",
     "abc-conjecture"
    ],
    "branch": "analytic number theory"
   }
  },
  {
   "id": "leanpool:agree-to-disagree:AgreeToDisagree.agreeToDisagree",
   "name": "AgreeToDisagree.agreeToDisagree",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "agree-to-disagree",
   "entry_name": "Aumann's Agreement Theorem",
   "repository": "https://github.com/AxiomMath/AgreeToDisagree",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.AgreeToDisagree",
   "lines": null,
   "statement": "",
   "doc": "Formalizes Aumann's agreement theorem for information partitions and a common-prior setting, together with a p-belief variant bounding posterior disagreement by 2 * (1 - p).",
   "informal": "If it is common knowledge at a state that two agents assign fixed posterior probabilities to an event, and the common-knowledge cell has equal posterior under their priors, then the two posterior probabilities are equal.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/AgreeToDisagree",
   "classification": {
    "msc2020": [
     "60A10",
     "91A40"
    ],
    "tags": [
     "probability",
     "game-theory",
     "epistemic-logic"
    ],
    "branch": "probability theory"
   }
  },
  {
   "id": "leanpool:agree-to-disagree:AgreeToDisagree.agreeToDisagree_beliefs",
   "name": "AgreeToDisagree.agreeToDisagree_beliefs",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "agree-to-disagree",
   "entry_name": "Aumann's Agreement Theorem",
   "repository": "https://github.com/AxiomMath/AgreeToDisagree",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.AgreeToDisagree",
   "lines": null,
   "statement": "",
   "doc": "Formalizes Aumann's agreement theorem for information partitions and a common-prior setting, together with a p-belief variant bounding posterior disagreement by 2 * (1 - p).",
   "informal": "Proves that common p-belief of fixed posteriors bounds the difference between any two agents' real-valued posteriors by 2 * (1 - p).",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/AgreeToDisagree",
   "classification": {
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     "91A40"
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     "game-theory",
     "epistemic-logic"
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    "branch": "probability theory"
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   "doc": "Formalizes Aumann's agreement theorem for information partitions and a common-prior setting, together with a p-belief variant bounding posterior disagreement by 2 * (1 - p).",
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    "branch": "probability theory"
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   "entry_name": "Disproof of the Aharoni-Korman Conjecture",
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   "upstream_checks": {
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    "tags": [
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     "partial-orders"
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    "branch": "order theory"
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   "upstream_checks": {
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     "13H10"
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    "tags": [
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     "ring-theory"
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    "branch": "algebra"
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   "impl_module": "LeanPool.Apportionment",
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   "doc": "Formalizes apportionment rules and proves the Balinski-Young impossibility theorem: no anonymous quota rule can be population-monotone.",
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   "checks": {
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
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    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Apportionment",
   "classification": {
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     "91B14"
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    "tags": [
     "social-choice-theory",
     "combinatorics"
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    "branch": "social choice theory"
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   "entry": "archon-firstproof-results",
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   "impl_module": "LeanPool.ArchonFirstProofResults",
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   "doc": "Collects formal solutions from the Archon FirstProof benchmark, including polynomial and graph-theoretic results.",
   "informal": "Proves the benchmark harmonic-mean inequality for real-rooted polynomial transforms.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
    "comparator": false,
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ArchonFirstProofResults",
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     "05C50",
     "15A42"
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    "tags": [
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     "analysis",
     "combinatorics",
     "linear-algebra",
     "graph-theory"
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    "branch": "problem-solving mathematics"
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   "entry": "archon-firstproof-results",
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   "doc": "Collects formal solutions from the Archon FirstProof benchmark, including polynomial and graph-theoretic results.",
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
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     "15A42"
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    "tags": [
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     "analysis",
     "combinatorics",
     "linear-algebra",
     "graph-theory"
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    "branch": "problem-solving mathematics"
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   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "artin-wedderburn",
   "entry_name": "Artin-Wedderburn Theorem",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ArtinWedderburn",
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   "doc": "Formalizes the Artin-Wedderburn theorem for prime and simple Artinian rings.",
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   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ArtinWedderburn",
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     "16P20"
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    "tags": [
     "ring-theory",
     "noncommutative-algebra",
     "artinian-rings"
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    "branch": "ring theory"
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   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "bannai-bannai-stanton",
   "entry_name": "The Bannai-Bannai-Stanton Bound on Distance Sets",
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   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.BannaiBannaiStanton",
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   "statement": "",
   "doc": "Formalizes the Bannai-Bannai-Stanton theorem: a distance set `S` in `ℝ^d` realizing `s` distinct distances has size at most `Nat.choose (d + s) s`. Follows the short polynomial-method proof of Petrov and Pohoata via a generalized Croot-Lev-Pach rank lemma, with auxiliary results on the diagonal linear-independence argument for polynomials, monomial counting of bounded degree, and a rank bound for sums of matrices.",
   "informal": "A distance set `S` in Euclidean space `ℝ^d` realizing `s` distinct distances satisfies `S.encard ≤ Nat.choose (d + s) s`.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/BannaiBannaiStanton",
   "classification": {
    "msc2020": [
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     "05B30"
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    "tags": [
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     "distance-sets",
     "polynomial-method"
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    "branch": "combinatorics"
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   "id": "leanpool:biswal:Biswal.Theorem23.thm_manifest_coeff_nonneg",
   "name": "Biswal.Theorem23.thm_manifest_coeff_nonneg",
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   "origin": "overlay:leanpool",
   "entry": "biswal",
   "entry_name": "Chebyshev Quotients and Demazure Multiplicities",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Biswal",
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   "doc": "Formalizes positivity results for the coefficients of Chebyshev-type polynomial quotients attached to integer partitions, modelling Demazure multiplicities. Proves that the relevant generating function is a polynomial and that its coefficients are eventually positive (Theorem 1), gives explicit Cauchy-product and matrix-inverse formulas for the coefficients (Theorem 2), and establishes their nonnegativity through a Dyck-path lattice counting model (Theorem 3).",
   "informal": "Proves that every coefficient of the generating function is nonnegative, via the explicit Dyck-path lattice counting model.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Biswal",
   "classification": {
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    "tags": [
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     "chebyshev",
     "demazure"
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    "branch": "algebraic combinatorics"
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   "id": "leanpool:biswal:Biswal.Theorem1.genFun_is_polynomial",
   "name": "Biswal.Theorem1.genFun_is_polynomial",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "biswal",
   "entry_name": "Chebyshev Quotients and Demazure Multiplicities",
   "repository": "https://github.com/AxiomMath/Biswal",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Biswal",
   "lines": null,
   "statement": "",
   "doc": "Formalizes positivity results for the coefficients of Chebyshev-type polynomial quotients attached to integer partitions, modelling Demazure multiplicities. Proves that the relevant generating function is a polynomial and that its coefficients are eventually positive (Theorem 1), gives explicit Cauchy-product and matrix-inverse formulas for the coefficients (Theorem 2), and establishes their nonnegativity through a Dyck-path lattice counting model (Theorem 3).",
   "informal": "Proves that the generating function attached to a partition is a polynomial whenever its parts are bounded by the parameter `m`.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Biswal",
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    "tags": [
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     "chebyshev",
     "demazure"
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    "branch": "algebraic combinatorics"
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   "id": "leanpool:biswal:Biswal.Theorem1.genFun_coeff_eventually_pos",
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   "origin": "overlay:leanpool",
   "entry": "biswal",
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   "spec_file": "",
   "impl_module": "LeanPool.Biswal",
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   "doc": "Formalizes positivity results for the coefficients of Chebyshev-type polynomial quotients attached to integer partitions, modelling Demazure multiplicities. Proves that the relevant generating function is a polynomial and that its coefficients are eventually positive (Theorem 1), gives explicit Cauchy-product and matrix-inverse formulas for the coefficients (Theorem 2), and establishes their nonnegativity through a Dyck-path lattice counting model (Theorem 3).",
   "informal": "Proves that the coefficients of the generating function attached to a partition are eventually strictly positive.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
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    "human_signoff": false,
    "llm_review": true,
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   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Biswal",
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    "tags": [
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     "demazure"
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    "branch": "algebraic combinatorics"
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   "name": "BooleanIsoperimetry.harper_theorem",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "boolean-isoperimetry",
   "entry_name": "Boolean Isoperimetry and Conway--Guy Coherent Gaps",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.BooleanIsoperimetry",
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   "statement": "",
   "doc": "Formalizes Harper's vertex-isoperimetric theorem for the Boolean cube: among all families of a fixed cardinality, the simplicial initial segment has the smallest closed radius-one Hamming neighborhood. Develops the supporting binomial-cascade identities, Kruskal--Katona shadow bounds, coordinate compressions, and the final dimension induction. Applies the coherent-gap certificate method to prove normalized consecutive-gap rigidity for the Conway--Guy sequence from its exact recurrence.",
   "informal": "For every family of vertices in an n-dimensional Boolean cube, the simplicial initial segment of the same cardinality has a closed radius-one Hamming neighborhood no larger than that of the family.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/BooleanIsoperimetry",
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     "05C35"
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    "tags": [
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     "isoperimetry",
     "boolean-cube",
     "subset-sums",
     "coherent-orders"
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    "branch": "extremal and additive combinatorics"
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   "entry": "boolean-isoperimetry",
   "entry_name": "Boolean Isoperimetry and Conway--Guy Coherent Gaps",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.BooleanIsoperimetry",
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   "statement": "",
   "doc": "Formalizes Harper's vertex-isoperimetric theorem for the Boolean cube: among all families of a fixed cardinality, the simplicial initial segment has the smallest closed radius-one Hamming neighborhood. Develops the supporting binomial-cascade identities, Kruskal--Katona shadow bounds, coordinate compressions, and the final dimension induction. Applies the coherent-gap certificate method to prove normalized consecutive-gap rigidity for the Conway--Guy sequence from its exact recurrence.",
   "informal": "In every dimension, any real row whose consecutive subset-sum gaps relative to the Conway--Guy reference row are at least one dominates that row coordinatewise.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/BooleanIsoperimetry",
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     "05C35"
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    "tags": [
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     "isoperimetry",
     "boolean-cube",
     "subset-sums",
     "coherent-orders"
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    "branch": "extremal and additive combinatorics"
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   "id": "leanpool:brauergroup_new:BrauerGroup.BruaerGroup",
   "name": "BrauerGroup.BruaerGroup",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "brauergroup_new",
   "entry_name": "Brauer Group Core",
   "repository": "https://github.com/Whysoserioushah/BrauerGroup",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.BrauerGroupNew",
   "lines": null,
   "statement": "",
   "doc": "Formalizes central simple algebra infrastructure, Wedderburn-Artin structure theorems, and finite-field triviality for Brauer groups.",
   "informal": "Constructs the Brauer group of a field from Brauer equivalence classes of central simple algebras.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/BrauerGroupNew",
   "classification": {
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     "16K50",
     "16S35"
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    "tags": [
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     "ring-theory",
     "central-simple-algebras",
     "brauer-groups"
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    "branch": "ring theory"
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  },
  {
   "id": "leanpool:brauergroup_new:BrauerGroupHom.Br",
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   "kind": "",
   "origin": "overlay:leanpool",
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   "entry_name": "Brauer Group Core",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.BrauerGroupNew",
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   "statement": "",
   "doc": "Formalizes central simple algebra infrastructure, Wedderburn-Artin structure theorems, and finite-field triviality for Brauer groups.",
   "informal": "Constructs the Brauer group functor from fields to commutative groups via scalar extension.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/BrauerGroupNew",
   "classification": {
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   "informal": "The sharp Lp Burkholder inequality: for a discrete martingale `f` and a predictable multiplier `w` with `|w n| ≤ 1`, the Lp norm of the martingale transform `(w ⋆ₘ f) n` is bounded by `(pStar p - 1)` times the Lp norm of `f n`.",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Burkholder",
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     "burkholder-inequality"
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    "branch": "probability"
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   "id": "leanpool:burkholder:MeasureTheory.martingaleTransform_martingale",
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   "entry": "burkholder",
   "entry_name": "Burkholder Martingale Transform Inequality",
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   "impl_module": "LeanPool.Burkholder",
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   "doc": "Formalizes Burkholder's sharp Lp inequality for real-valued martingale transforms: if `f` is a discrete martingale and `w` a predictable multiplier bounded by `1`, then the Lp norm of the transform `w ⋆ₘ f` is at most `(pStar p - 1)` times the Lp norm of `f`, where `pStar p` is the maximum of `p` and its conjugate exponent. The proof builds the Burkholder special function as a majorant of the relevant payoff in each exponent regime (`1 < p < 2`, `p = 2`, `p > 2`).",
   "informal": "The martingale transform of a martingale by a strongly predictable bounded multiplier is itself a martingale.",
   "informal_source": "leanpool metadata",
   "checks": {
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   },
   "upstream_checks": {
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Burkholder",
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   "id": "leanpool:burkholder:Majorants.exists_majorant_p_g_1",
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   "entry": "burkholder",
   "entry_name": "Burkholder Martingale Transform Inequality",
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   "impl_module": "LeanPool.Burkholder",
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   "doc": "Formalizes Burkholder's sharp Lp inequality for real-valued martingale transforms: if `f` is a discrete martingale and `w` a predictable multiplier bounded by `1`, then the Lp norm of the transform `w ⋆ₘ f` is at most `(pStar p - 1)` times the Lp norm of `f`, where `pStar p` is the maximum of `p` and its conjugate exponent. The proof builds the Burkholder special function as a majorant of the relevant payoff in each exponent regime (`1 < p < 2`, `p = 2`, `p > 2`).",
   "informal": "For every exponent `p > 1` there exists a Burkholder majorant, the special function dominating the payoff and driving the inequality.",
   "informal_source": "leanpool metadata",
   "checks": {
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   },
   "upstream_checks": {
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    "human_signoff": false,
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   "kind": "",
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   "entry": "cencov-petz",
   "entry_name": "Finite Čencov-Petz Uniqueness",
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   "spec_file": "",
   "impl_module": "LeanPool.CencovPetz",
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   "doc": "Formalizes the finite/discrete Čencov-Petz uniqueness theorem, showing that any continuous metric family on finite probability simplexes that is monotone under Markov morphisms is a scalar multiple of the Fisher information metric.",
   "informal": "Proves that every continuous monotone metric family on a finite probability simplex is a scalar multiple of the Fisher information metric.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
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   "signoffs": [],
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/CencovPetz",
   "classification": {
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     "53C21"
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    "tags": [
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     "fisher-information",
     "markov-morphisms",
     "finite-simplex"
    ],
    "branch": "information geometry"
   }
  },
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   "id": "leanpool:cencov-petz:LeanPool.CencovPetz.MonotoneMetricFamily.eq_smul_fisher_of_isRational",
   "name": "LeanPool.CencovPetz.MonotoneMetricFamily.eq_smul_fisher_of_isRational",
   "kind": "",
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   "entry": "cencov-petz",
   "entry_name": "Finite Čencov-Petz Uniqueness",
   "repository": "https://github.com/abenenson/cencov-petz",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.CencovPetz",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the finite/discrete Čencov-Petz uniqueness theorem, showing that any continuous metric family on finite probability simplexes that is monotone under Markov morphisms is a scalar multiple of the Fisher information metric.",
   "informal": "Establishes the scalar Fisher-form identity at rational simplex points using split representations.",
   "informal_source": "leanpool metadata",
   "checks": {
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   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
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   },
   "signoffs": [],
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/CencovPetz",
   "classification": {
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     "53C21"
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    "tags": [
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     "fisher-information",
     "markov-morphisms",
     "finite-simplex"
    ],
    "branch": "information geometry"
   }
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   "kind": "",
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   "entry": "cencov-petz",
   "entry_name": "Finite Čencov-Petz Uniqueness",
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   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.CencovPetz",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the finite/discrete Čencov-Petz uniqueness theorem, showing that any continuous metric family on finite probability simplexes that is monotone under Markov morphisms is a scalar multiple of the Fisher information metric.",
   "informal": "Proves the scalar Fisher-form identity for simplex points represented as pushforwards of uniform distributions under splitting maps.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
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   },
   "signoffs": [],
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/CencovPetz",
   "classification": {
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     "53C21"
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    "tags": [
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     "fisher-information",
     "markov-morphisms",
     "finite-simplex"
    ],
    "branch": "information geometry"
   }
  },
  {
   "id": "leanpool:cencov-petz:LeanPool.CencovPetz.MonotoneMetricFamily.uniformScalar_eq_uniformScalar_two",
   "name": "LeanPool.CencovPetz.MonotoneMetricFamily.uniformScalar_eq_uniformScalar_two",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "cencov-petz",
   "entry_name": "Finite Čencov-Petz Uniqueness",
   "repository": "https://github.com/abenenson/cencov-petz",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.CencovPetz",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the finite/discrete Čencov-Petz uniqueness theorem, showing that any continuous metric family on finite probability simplexes that is monotone under Markov morphisms is a scalar multiple of the Fisher information metric.",
   "informal": "Shows that the uniform-point scalar is independent of simplex dimension once the dimension is at least two.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/CencovPetz",
   "classification": {
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     "53C21"
    ],
    "tags": [
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     "fisher-information",
     "markov-morphisms",
     "finite-simplex"
    ],
    "branch": "information geometry"
   }
  },
  {
   "id": "leanpool:cencov-petz:LeanPool.CencovPetz.TangentFin.Bilin.B_eq_smul_fisherBilin_uniform",
   "name": "LeanPool.CencovPetz.TangentFin.Bilin.B_eq_smul_fisherBilin_uniform",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "cencov-petz",
   "entry_name": "Finite Čencov-Petz Uniqueness",
   "repository": "https://github.com/abenenson/cencov-petz",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.CencovPetz",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the finite/discrete Čencov-Petz uniqueness theorem, showing that any continuous metric family on finite probability simplexes that is monotone under Markov morphisms is a scalar multiple of the Fisher information metric.",
   "informal": "Proves that the permutation-invariant bilinear form at a uniform finite simplex point is a scalar multiple of the Fisher bilinear form.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
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    "human_signoff": false,
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    "sorry_free": true
   },
   "signoffs": [],
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/CencovPetz",
   "classification": {
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     "53C21"
    ],
    "tags": [
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     "fisher-information",
     "markov-morphisms",
     "finite-simplex"
    ],
    "branch": "information geometry"
   }
  },
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   "id": "leanpool:channel-capacity:ChannelCapacity.exists_unique_capacity_achieving_prior_of_finite",
   "name": "ChannelCapacity.exists_unique_capacity_achieving_prior_of_finite",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "channel-capacity",
   "entry_name": "Uniqueness of Shannon Capacity-Achieving Priors",
   "repository": "https://github.com/abenenson/channel-capacity",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ChannelCapacity",
   "lines": null,
   "statement": "",
   "doc": "Formalizes uniqueness of the capacity-achieving input distribution for a Markov-kernel channel in three aligned layers: a finite-alphabet theorem (compactness, continuity, and strict concavity of mutual information on Mathlib's weak topology for `ProbabilityMeasure`), a concrete discharged theorem for compact-Polish channels with a common strictly positive jointly continuous density, and a general measure-theoretic packaging that isolates the abstract well-conditioning hypotheses, plus a counterexample showing pairwise-distinct rows do not give an injective prior pushforward (the non-degeneracy required for uniqueness).",
   "informal": "For a Markov kernel between finite alphabets (nonempty input) whose rows are linearly independent (`Kernel.RowMatrixFullRank`), a capacity-achieving input prior exists and is unique.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ChannelCapacity",
   "classification": {
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     "94A15",
     "60A10"
    ],
    "tags": [
     "information-theory",
     "channel-capacity",
     "mutual-information",
     "kullback-leibler",
     "markov-kernel"
    ],
    "branch": "information theory"
   }
  },
  {
   "id": "leanpool:channel-capacity:ChannelCapacity.exists_unique_capacity_achieving_prior_discharged",
   "name": "ChannelCapacity.exists_unique_capacity_achieving_prior_discharged",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "channel-capacity",
   "entry_name": "Uniqueness of Shannon Capacity-Achieving Priors",
   "repository": "https://github.com/abenenson/channel-capacity",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ChannelCapacity",
   "lines": null,
   "statement": "",
   "doc": "Formalizes uniqueness of the capacity-achieving input distribution for a Markov-kernel channel in three aligned layers: a finite-alphabet theorem (compactness, continuity, and strict concavity of mutual information on Mathlib's weak topology for `ProbabilityMeasure`), a concrete discharged theorem for compact-Polish channels with a common strictly positive jointly continuous density, and a general measure-theoretic packaging that isolates the abstract well-conditioning hypotheses, plus a counterexample showing pairwise-distinct rows do not give an injective prior pushforward (the non-degeneracy required for uniqueness).",
   "informal": "For compact-Polish channels with a common strictly positive jointly continuous density, given injectivity of the prior-pushforward map and upper semicontinuity of mutual information (the latter carried as a field of `Kernel.ContinuousPositiveDensity`, not derived), the capacity-achieving prior is unique.",
   "informal_source": "leanpool metadata",
   "checks": {
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   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ChannelCapacity",
   "classification": {
    "msc2020": [
     "94A17",
     "94A15",
     "60A10"
    ],
    "tags": [
     "information-theory",
     "channel-capacity",
     "mutual-information",
     "kullback-leibler",
     "markov-kernel"
    ],
    "branch": "information theory"
   }
  },
  {
   "id": "leanpool:channel-capacity:ChannelCapacity.exists_unique_capacity_achieving_prior",
   "name": "ChannelCapacity.exists_unique_capacity_achieving_prior",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "channel-capacity",
   "entry_name": "Uniqueness of Shannon Capacity-Achieving Priors",
   "repository": "https://github.com/abenenson/channel-capacity",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ChannelCapacity",
   "lines": null,
   "statement": "",
   "doc": "Formalizes uniqueness of the capacity-achieving input distribution for a Markov-kernel channel in three aligned layers: a finite-alphabet theorem (compactness, continuity, and strict concavity of mutual information on Mathlib's weak topology for `ProbabilityMeasure`), a concrete discharged theorem for compact-Polish channels with a common strictly positive jointly continuous density, and a general measure-theoretic packaging that isolates the abstract well-conditioning hypotheses, plus a counterexample showing pairwise-distinct rows do not give an injective prior pushforward (the non-degeneracy required for uniqueness).",
   "informal": "General measure-theoretic packaging: under abstract well-conditioning hypotheses, the capacity-achieving prior is unique.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ChannelCapacity",
   "classification": {
    "msc2020": [
     "94A17",
     "94A15",
     "60A10"
    ],
    "tags": [
     "information-theory",
     "channel-capacity",
     "mutual-information",
     "kullback-leibler",
     "markov-kernel"
    ],
    "branch": "information theory"
   }
  },
  {
   "id": "leanpool:chudnovsky:Chudnovsky.chudnovskySum_eq_pi_inv",
   "name": "Chudnovsky.chudnovskySum_eq_pi_inv",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "chudnovsky",
   "entry_name": "A Detailed Proof of the Chudnovsky Formula",
   "repository": "https://github.com/ldct/lean-eval-chudnovsky",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Chudnovsky",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the Chudnovsky brothers' rapidly convergent series for 1/π, proving Mathlib's `chudnovskySum = π⁻¹`. Follows Milla's elementary complex-analytic proof: Weierstrass and Eisenstein theory, Liouville and parallelogram-residue calculus, the Kummer hypergeometric bridge and the main modular identity relating the j-invariant to the lattice periods, Baker's division-value machinery, and the singular-moduli inputs at the CM point τ = (1 + √-163)/2 — integrality of j(τ) via modular polynomials and Kronecker's congruence, and rationality of the Weierstrass s₂ invariant via Masser's Appendix A.1.",
   "informal": "Proves the Chudnovsky series identity, i.e. Mathlib's `chudnovskySum = π⁻¹`: the series (12 / 640320^(3/2)) · ∑ₙ (-1)ⁿ (6n)! (545140134 n + 13591409) / ((3n)! (n!)³ 640320^(3n)) sums to 1/π.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Chudnovsky",
   "classification": {
    "msc2020": [
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     "11F03",
     "33C05"
    ],
    "tags": [
     "number-theory",
     "pi",
     "chudnovsky",
     "modular-forms",
     "complex-multiplication"
    ],
    "branch": "number theory"
   }
  },
  {
   "id": "leanpool:circuit-complexity:CircuitComplexity.shannon_lower_bound_circuit",
   "name": "CircuitComplexity.shannon_lower_bound_circuit",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "circuit-complexity",
   "entry_name": "Circuit Complexity in Lean 4",
   "repository": "https://github.com/SamuelSchlesinger/circuit-complexity",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.CircuitComplexity",
   "lines": null,
   "statement": "",
   "doc": "A Lean 4 formalization of classical Boolean circuit complexity, including the Shannon counting lower bound, Schnorr's XOR gate lower bound, a gate-elimination lower bound, CNF/DNF lower bounds for parity, and nondeterministic quantification complexity bounds.",
   "informal": "For N at least 6, there exists a Boolean function on N inputs that cannot be computed by any fan-in-2 AND/OR circuit of size at most 2^N / (5N).",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
    ],
    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/CircuitComplexity",
   "classification": {
    "msc2020": [
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     "94C11"
    ],
    "tags": [
     "circuit-complexity",
     "boolean-functions",
     "lower-bounds",
     "shannon-bound",
     "parity"
    ],
    "branch": "boolean circuit complexity lower bounds"
   }
  },
  {
   "id": "leanpool:circuit-complexity:CircuitComplexity.schnorr_lower_bound_circuit",
   "name": "CircuitComplexity.schnorr_lower_bound_circuit",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "circuit-complexity",
   "entry_name": "Circuit Complexity in Lean 4",
   "repository": "https://github.com/SamuelSchlesinger/circuit-complexity",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.CircuitComplexity",
   "lines": null,
   "statement": "",
   "doc": "A Lean 4 formalization of classical Boolean circuit complexity, including the Shannon counting lower bound, Schnorr's XOR gate lower bound, a gate-elimination lower bound, CNF/DNF lower bounds for parity, and nondeterministic quantification complexity bounds.",
   "informal": "Any fan-in-2 AND/OR circuit computing the N-input XOR function (or its complement) has at least 2(N-1) internal gates.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "branch": "number theory"
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   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "ec-tate-lean",
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   "lean": "",
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   "doc": "Formalizes Weierstrass models of elliptic curves over a commutative ring, their b- and c-invariants and discriminant, the change-of-coordinates group action, the discriminant's membership in the Jacobian ideal, and the construction of the singular point of a singular model over a perfect field, together with the Kronecker symbol and the Kodaira type enumeration.",
   "informal": "Expresses the discriminant as an explicit combination of the Weierstrass polynomial and its partial derivatives, witnessing membership in the Jacobian ideal.",
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   "checks": {
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/EcTateLean",
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     "11G07",
     "14H52"
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    "branch": "number theory"
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  {
   "id": "leanpool:ec-tate-lean:Model.discr_eq_zero_of_singular",
   "name": "Model.discr_eq_zero_of_singular",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "ec-tate-lean",
   "entry_name": "Weierstrass models and singular points for Tate's algorithm",
   "repository": "https://github.com/KisaraBlue/ec-tate-lean",
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   "lean": "",
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   "impl_module": "LeanPool.EcTateLean",
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   "doc": "Formalizes Weierstrass models of elliptic curves over a commutative ring, their b- and c-invariants and discriminant, the change-of-coordinates group action, the discriminant's membership in the Jacobian ideal, and the construction of the singular point of a singular model over a perfect field, together with the Kronecker symbol and the Kodaira type enumeration.",
   "informal": "Proves that a model with a singular point has vanishing discriminant.",
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   "checks": {
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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     "11G07",
     "14H52"
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     "elliptic-curves",
     "algebraic-geometry"
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    "branch": "number theory"
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   "id": "leanpool:ec-tate-lean:Model.Field.move_singular_point_to_origin",
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   "origin": "overlay:leanpool",
   "entry": "ec-tate-lean",
   "entry_name": "Weierstrass models and singular points for Tate's algorithm",
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   "lean": "",
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   "impl_module": "LeanPool.EcTateLean",
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   "doc": "Formalizes Weierstrass models of elliptic curves over a commutative ring, their b- and c-invariants and discriminant, the change-of-coordinates group action, the discriminant's membership in the Jacobian ideal, and the construction of the singular point of a singular model over a perfect field, together with the Kronecker symbol and the Kodaira type enumeration.",
   "informal": "Proves that the change of coordinates moving the singular point places it at the origin.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/EcTateLean",
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     "11G07",
     "14H52"
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     "elliptic-curves",
     "algebraic-geometry"
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    "branch": "number theory"
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   "id": "leanpool:ec-tate-lean:Kodaira",
   "name": "Kodaira",
   "kind": "",
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   "entry": "ec-tate-lean",
   "entry_name": "Weierstrass models and singular points for Tate's algorithm",
   "repository": "https://github.com/KisaraBlue/ec-tate-lean",
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   "lean": "",
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   "impl_module": "LeanPool.EcTateLean",
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   "doc": "Formalizes Weierstrass models of elliptic curves over a commutative ring, their b- and c-invariants and discriminant, the change-of-coordinates group action, the discriminant's membership in the Jacobian ideal, and the construction of the singular point of a singular model over a perfect field, together with the Kronecker symbol and the Kodaira type enumeration.",
   "informal": "Enumerates the Kodaira reduction types, including the extra types arising over imperfect residue fields of characteristic 2 or 3.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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     "11G07",
     "14H52"
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    "tags": [
     "number-theory",
     "elliptic-curves",
     "algebraic-geometry"
    ],
    "branch": "number theory"
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   "id": "leanpool:egrs75:Egrs75.MuFinish.egrs_two_prime_mu",
   "name": "Egrs75.MuFinish.egrs_two_prime_mu",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "egrs75",
   "entry_name": "The Erdős–Graham–Ruzsa–Straus two-prime theorem",
   "repository": "https://github.com/lyfar/egrs75-lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Egrs75",
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   "statement": "",
   "doc": "A complete machine-checked proof that for any two distinct odd primes p and q there are infinitely many n with binom(2n,n) coprime to pq, including the iterated carry-controlled digit-clearing step that Bloom and Croot defer to the 1975 paper, via a per-move lexicographic measure, an elementary staircase lemma, and a Dirichlet-approximation seed.",
   "informal": "Proves that for distinct odd primes p and q there are infinitely many n with p and q both not dividing the central binomial coefficient binom(2n,n), via the mu-measure descent.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Egrs75",
   "classification": {
    "msc2020": [
     "11A63",
     "11B65"
    ],
    "tags": [
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     "central-binomial-coefficients",
     "digit-representations",
     "erdos-problems"
    ],
    "branch": "number theory"
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   "id": "leanpool:egrs75:Egrs75.Finish.egrs_two_prime_finish",
   "name": "Egrs75.Finish.egrs_two_prime_finish",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "egrs75",
   "entry_name": "The Erdős–Graham–Ruzsa–Straus two-prime theorem",
   "repository": "https://github.com/lyfar/egrs75-lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Egrs75",
   "lines": null,
   "statement": "",
   "doc": "A complete machine-checked proof that for any two distinct odd primes p and q there are infinitely many n with binom(2n,n) coprime to pq, including the iterated carry-controlled digit-clearing step that Bloom and Croot defer to the 1975 paper, via a per-move lexicographic measure, an elementary staircase lemma, and a Dirichlet-approximation seed.",
   "informal": "Reassembles the same theorem via bad-bit-mask strong induction, with the low-case clearing discharged by Egrs75.MuFinish.egrs_clearing_low_mu.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Egrs75",
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     "11B65"
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    "tags": [
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     "central-binomial-coefficients",
     "digit-representations",
     "erdos-problems"
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    "branch": "number theory"
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  {
   "id": "leanpool:egrs75:Egrs75.not_dvd_centralBinom_iff_lowDigits",
   "name": "Egrs75.not_dvd_centralBinom_iff_lowDigits",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "egrs75",
   "entry_name": "The Erdős–Graham–Ruzsa–Straus two-prime theorem",
   "repository": "https://github.com/lyfar/egrs75-lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Egrs75",
   "lines": null,
   "statement": "",
   "doc": "A complete machine-checked proof that for any two distinct odd primes p and q there are infinitely many n with binom(2n,n) coprime to pq, including the iterated carry-controlled digit-clearing step that Bloom and Croot defer to the 1975 paper, via a per-move lexicographic measure, an elementary staircase lemma, and a Dirichlet-approximation seed.",
   "informal": "The Kummer bridge, stating that an odd prime p does not divide binom(2n,n) exactly when every base-p digit of n is at most (p-1)/2.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Egrs75",
   "classification": {
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     "11B65"
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    "tags": [
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     "central-binomial-coefficients",
     "digit-representations",
     "erdos-problems"
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    "branch": "number theory"
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  {
   "id": "leanpool:egrs75:Egrs75.MathlibAPI.irrational_log_div_log",
   "name": "Egrs75.MathlibAPI.irrational_log_div_log",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "egrs75",
   "entry_name": "The Erdős–Graham–Ruzsa–Straus two-prime theorem",
   "repository": "https://github.com/lyfar/egrs75-lean",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Egrs75",
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   "statement": "",
   "doc": "A complete machine-checked proof that for any two distinct odd primes p and q there are infinitely many n with binom(2n,n) coprime to pq, including the iterated carry-controlled digit-clearing step that Bloom and Croot defer to the 1975 paper, via a per-move lexicographic measure, an elementary staircase lemma, and a Dirichlet-approximation seed.",
   "informal": "Proves that the ratio of logarithms of two distinct primes is irrational.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Egrs75",
   "classification": {
    "msc2020": [
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     "11B65"
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    "tags": [
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     "central-binomial-coefficients",
     "digit-representations",
     "erdos-problems"
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    "branch": "number theory"
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  {
   "id": "leanpool:erdos-97-convex-octagon:Erdos97Octagon.erdos97_convex_octagon",
   "name": "Erdos97Octagon.erdos97_convex_octagon",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "erdos-97-convex-octagon",
   "entry_name": "The Convex-Octagon Case of Erdős Problem 97",
   "repository": "https://github.com/lyfar/erdos-97-octagon-lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Erdos97ConvexOctagon",
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   "doc": "Proves that among eight labelled points in the Euclidean plane in convex position, at least one point has no four other points at a common distance. The development reduces a geometric counterexample to a finite incidence model, classifies normalized row patterns up to symmetry, proves geometric and algebraic obstructions, and excludes seven canonical first-row masks with a kernel-audited exhaustive search over the remaining legal row masks and checked geometric obstruction witnesses. This is the modern four-equidistant formulation; Erdős's 1946 paper posed the stronger three-equidistant version. This is the convex-octagon case only; the general Erdős Problem 97 remains open.",
   "informal": "Among eight labelled points in the Euclidean plane in convex position, some point has no four other points at a common distance.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Erdos97ConvexOctagon",
   "classification": {
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     "52A10"
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    "tags": [
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     "distance-geometry",
     "erdos-problems",
     "convexity"
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    "branch": "discrete geometry"
   }
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  {
   "id": "leanpool:erdos-moser-distinct-subset-sums:LeanPool.ErdosMoser.leoMoserVarianceBound",
   "name": "LeanPool.ErdosMoser.leoMoserVarianceBound",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "erdos-moser-distinct-subset-sums",
   "entry_name": "Leo Moser's finite distinct-subset-sums inequality",
   "repository": "https://github.com/lyfar/erdos-moser-distinct-subset-sums-lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ErdosMoser",
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   "doc": "Formalizes the exact finite sum-of-squares inequality that Guy's 1982 account states as Theorem 2 and attributes to Leo Moser: a finite set A of natural numbers with distinct subset sums satisfies 4^|A| - 1 <= 3 * sum(a^2). It then derives direct and square-root lower bounds for the largest element of A. This does not claim the stronger historical asymptotic bound attributed jointly to Erdős and Moser, and Erdős Problem 1 remains open.",
   "informal": "If a finite set A of natural numbers has distinct subset sums, then 4^|A| - 1 is at most three times the sum of the squares of the elements of A.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ErdosMoser",
   "classification": {
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     "11B75"
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    "tags": [
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     "number-theory",
     "distinct-subset-sums",
     "erdos-problems"
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    "branch": "additive combinatorics"
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   "name": "LeanPool.ErdosMoser.erdosMoserMaxBound",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "erdos-moser-distinct-subset-sums",
   "entry_name": "Leo Moser's finite distinct-subset-sums inequality",
   "repository": "https://github.com/lyfar/erdos-moser-distinct-subset-sums-lean",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ErdosMoser",
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   "statement": "",
   "doc": "Formalizes the exact finite sum-of-squares inequality that Guy's 1982 account states as Theorem 2 and attributes to Leo Moser: a finite set A of natural numbers with distinct subset sums satisfies 4^|A| - 1 <= 3 * sum(a^2). It then derives direct and square-root lower bounds for the largest element of A. This does not claim the stronger historical asymptotic bound attributed jointly to Erdős and Moser, and Erdős Problem 1 remains open.",
   "informal": "For a nonempty finite set A of natural numbers with distinct subset sums, 4^|A| - 1 is at most 3|A| times the square of its largest element.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ErdosMoser",
   "classification": {
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     "11B75"
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     "number-theory",
     "distinct-subset-sums",
     "erdos-problems"
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    "branch": "additive combinatorics"
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   "id": "leanpool:erdos-moser-distinct-subset-sums:LeanPool.ErdosMoser.erdosMoserMaxSqrt",
   "name": "LeanPool.ErdosMoser.erdosMoserMaxSqrt",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "erdos-moser-distinct-subset-sums",
   "entry_name": "Leo Moser's finite distinct-subset-sums inequality",
   "repository": "https://github.com/lyfar/erdos-moser-distinct-subset-sums-lean",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ErdosMoser",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the exact finite sum-of-squares inequality that Guy's 1982 account states as Theorem 2 and attributes to Leo Moser: a finite set A of natural numbers with distinct subset sums satisfies 4^|A| - 1 <= 3 * sum(a^2). It then derives direct and square-root lower bounds for the largest element of A. This does not claim the stronger historical asymptotic bound attributed jointly to Erdős and Moser, and Erdős Problem 1 remains open.",
   "informal": "The equivalent square-root lower bound on the largest element: sqrt((4^|A| - 1)/(3|A|)) is at most max(A).",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ErdosMoser",
   "classification": {
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     "11B75"
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    "tags": [
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     "number-theory",
     "distinct-subset-sums",
     "erdos-problems"
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    "branch": "additive combinatorics"
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  {
   "id": "leanpool:erdos-tuza-valtr:ErdosTuzaValtr.main",
   "name": "ErdosTuzaValtr.main",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "erdos-tuza-valtr",
   "entry_name": "The Erdős–Tuza–Valtr conjecture",
   "repository": "https://github.com/jcpaik/erdos-tuza-valtr",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ErdosTuzaValtr",
   "lines": null,
   "statement": "",
   "doc": "Formalizes the Erdős–Tuza–Valtr conjecture, a sharp refinement of the Erdős–Szekeres happy-ending theorem, proving that any general-position point set of size at least C(n+2,2)+2 contains the target cup–cap configuration.",
   "informal": "Proves the sharp upper bound — a general-position point set with at least C(n+2,2)+2 points contains the Erdős–Tuza–Valtr cup–cap configuration.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
   },
   "upstream_checks": {
    "comparator": false,
    "kernels": [
     "lean"
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
   },
   "signoffs": [],
   "mathlib_conflicts": [],
   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/ErdosTuzaValtr",
   "classification": {
    "msc2020": [
     "52C10",
     "05D10"
    ],
    "tags": [
     "combinatorics",
     "discrete-geometry",
     "convex-geometry",
     "ramsey-theory"
    ],
    "branch": "combinatorics"
   }
  },
  {
   "id": "leanpool:erdos-tuza-valtr:Config.main_lemma",
   "name": "Config.main_lemma",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "erdos-tuza-valtr",
   "entry_name": "The Erdős–Tuza–Valtr conjecture",
   "repository": "https://github.com/jcpaik/erdos-tuza-valtr",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.ErdosTuzaValtr",
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   "doc": "Constructs the Jacobian of a compact Riemann surface as the period-lattice quotient of the dual of holomorphic 1-forms, and proves the surrounding theory it needs: the genus as the dimension of the space of holomorphic 1-forms, discreteness and full rank 2g of the period lattice, the Abel-Jacobi map and its injectivity in positive genus, functoriality (pushforward, pullback, degree, and the projection formula), Riemann-Roch, Serre duality via Laurent tails, the residue theorem, the Dolbeault-Cech comparison, and finite dimensionality of the first cohomology by a Schwartz/Montel argument. The headline no-hack guard is that the genus vanishes exactly when the surface is homeomorphic to the sphere.",
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   "doc": "Constructs the Jacobian of a compact Riemann surface as the period-lattice quotient of the dual of holomorphic 1-forms, and proves the surrounding theory it needs: the genus as the dimension of the space of holomorphic 1-forms, discreteness and full rank 2g of the period lattice, the Abel-Jacobi map and its injectivity in positive genus, functoriality (pushforward, pullback, degree, and the projection formula), Riemann-Roch, Serre duality via Laurent tails, the residue theorem, the Dolbeault-Cech comparison, and finite dimensionality of the first cohomology by a Schwartz/Montel argument. The headline no-hack guard is that the genus vanishes exactly when the surface is homeomorphic to the sphere.",
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   "impl_module": "LeanPool.JohnsonLindenstraussLean",
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   "doc": "Formalizes the Johnson–Lindenstrauss lemma end to end — a Gaussian random projection preserves pairwise distances of a finite point set up to a (1 ± ε) factor, so a distortion-ε embedding of any m-point set exists once k is logarithmic in m — together with the quantized JL (QJL) one-bit sign sketch: unbiasedness of the asymmetric 1-bit estimator and its sub-Gaussian distortion bound.",
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   "impl_module": "LeanPool.JohnsonLindenstraussLean",
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   "doc": "Formalizes the Johnson–Lindenstrauss lemma end to end — a Gaussian random projection preserves pairwise distances of a finite point set up to a (1 ± ε) factor, so a distortion-ε embedding of any m-point set exists once k is logarithmic in m — together with the quantized JL (QJL) one-bit sign sketch: unbiasedness of the asymmetric 1-bit estimator and its sub-Gaussian distortion bound.",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/JohnsonLindenstraussLean",
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    "tags": [
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    "branch": "probability"
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.JohnsonLindenstraussLean",
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   "doc": "Formalizes the Johnson–Lindenstrauss lemma end to end — a Gaussian random projection preserves pairwise distances of a finite point set up to a (1 ± ε) factor, so a distortion-ε embedding of any m-point set exists once k is logarithmic in m — together with the quantized JL (QJL) one-bit sign sketch: unbiasedness of the asymmetric 1-bit estimator and its sub-Gaussian distortion bound.",
   "informal": "The QJL asymmetric 1-bit estimator is unbiased for the normalized inner product between key and query.",
   "informal_source": "leanpool metadata",
   "checks": {
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/JohnsonLindenstraussLean",
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     "60G15",
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   "entry": "johnson-lindenstrauss-lean",
   "entry_name": "The Johnson–Lindenstrauss Lemma and Quantized JL",
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   "lean": "",
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   "impl_module": "LeanPool.JohnsonLindenstraussLean",
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   "doc": "Formalizes the Johnson–Lindenstrauss lemma end to end — a Gaussian random projection preserves pairwise distances of a finite point set up to a (1 ± ε) factor, so a distortion-ε embedding of any m-point set exists once k is logarithmic in m — together with the quantized JL (QJL) one-bit sign sketch: unbiasedness of the asymmetric 1-bit estimator and its sub-Gaussian distortion bound.",
   "informal": "Sub-Gaussian distortion bound for the QJL 1-bit estimator: deviation at least ε has probability at most 2·exp(-m·ε²/(π·‖q‖²)).",
   "informal_source": "leanpool metadata",
   "checks": {
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/JohnsonLindenstraussLean",
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    "branch": "probability"
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   "name": "KaltonRoberts.KR_constant_lt",
   "kind": "",
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   "entry_name": "Halving the Kalton-Roberts upper bound",
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   "lean": "",
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   "impl_module": "LeanPool.KaltonRoberts",
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   "doc": "Formalizes the paper-style Boolean-algebra theorem that every approximately additive real-valued set function is uniformly close to a finitely additive signed measure, proving the certified Kalton-Roberts constant bound below 19.838.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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   "entry": "kalton-roberts",
   "entry_name": "Halving the Kalton-Roberts upper bound",
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   "impl_module": "LeanPool.KaltonRoberts",
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   "doc": "Formalizes the paper-style Boolean-algebra theorem that every approximately additive real-valued set function is uniformly close to a finitely additive signed measure, proving the certified Kalton-Roberts constant bound below 19.838.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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   "entry": "kalton-roberts",
   "entry_name": "Halving the Kalton-Roberts upper bound",
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   "impl_module": "LeanPool.KaltonRoberts",
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   "doc": "Formalizes the paper-style Boolean-algebra theorem that every approximately additive real-valued set function is uniformly close to a finitely additive signed measure, proving the certified Kalton-Roberts constant bound below 19.838.",
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   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/KaltonRoberts",
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   "entry_name": "A Conditional Sieve Criterion for Twin Primes via Krafft Geometry",
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   "lean": "",
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   "impl_module": "LeanPool.KrafftSieve",
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   "doc": "Introduces an original conditional sieve criterion for the Twin Prime Conjecture. Using a centered modular alignment (termed the Krafft alignment), proves that if the Rayleigh-Ritz quotient over the orthogonal unit sphere satisfies muMin < 1, then a twin prime pair must exist in the corresponding interval.",
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   "informal_source": "leanpool metadata",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/KrafftSieve",
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    "tags": [
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    "branch": "analytic number theory"
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   "entry": "krafftsieve",
   "entry_name": "A Conditional Sieve Criterion for Twin Primes via Krafft Geometry",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.KrafftSieve",
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   "doc": "Introduces an original conditional sieve criterion for the Twin Prime Conjecture. Using a centered modular alignment (termed the Krafft alignment), proves that if the Rayleigh-Ritz quotient over the orthogonal unit sphere satisfies muMin < 1, then a twin prime pair must exist in the corresponding interval.",
   "informal": "Proves that muMin n < 1 is a sufficient condition for the existence of a twin prime pair in the corresponding interval.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/KrafftSieve",
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    "tags": [
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     "sieve-theory",
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     "optimization"
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    "branch": "analytic number theory"
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   "id": "leanpool:kuramoto:kuramotoR_norm_le_one",
   "name": "kuramotoR_norm_le_one",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "kuramoto",
   "entry_name": "Finite-N Kuramoto Synchronization",
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   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Kuramoto",
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   "statement": "",
   "doc": "Formalizes the finite-N Kuramoto model of coupled phase oscillators: the order parameter and its unit bound, the potential/force gradient identities, smoothness and local Lipschitz continuity of the vector field with ODE existence and uniqueness, Lyapunov descent along trajectories, pairwise and semicircle contraction estimates, Hebbian phase/weight dynamics, and full convergence to synchrony under all-to-all coupling from initial phases in an open semicircle.",
   "informal": "The Kuramoto order parameter has norm at most one for any phase configuration.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Kuramoto",
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    "tags": [
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     "synchronization",
     "kuramoto"
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    "branch": "dynamical systems"
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  {
   "id": "leanpool:kuramoto:weighted_lyapunov_descent",
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   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "kuramoto",
   "entry_name": "Finite-N Kuramoto Synchronization",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Kuramoto",
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   "doc": "Formalizes the finite-N Kuramoto model of coupled phase oscillators: the order parameter and its unit bound, the potential/force gradient identities, smoothness and local Lipschitz continuity of the vector field with ODE existence and uniqueness, Lyapunov descent along trajectories, pairwise and semicircle contraction estimates, Hebbian phase/weight dynamics, and full convergence to synchrony under all-to-all coupling from initial phases in an open semicircle.",
   "informal": "The weighted Kuramoto potential is non-increasing along the gradient flow, since the sum of force times potential-derivative over all oscillators is at most zero.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
    "sorry_free": true
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Kuramoto",
   "classification": {
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    "tags": [
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     "kuramoto"
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    "branch": "dynamical systems"
   }
  },
  {
   "id": "leanpool:kuramoto:allToAll_convergence_to_synchrony",
   "name": "allToAll_convergence_to_synchrony",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "kuramoto",
   "entry_name": "Finite-N Kuramoto Synchronization",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.Kuramoto",
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   "informal": "Proves that every positive harmonic function on the unit disc with value 1 at 0 has a unique Herglotz–Riesz representation by a probability measure on the unit circle.",
   "informal_source": "leanpool metadata",
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   "upstream_checks": {
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    "human_signoff": false,
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   },
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/LeanComplexAnalysis",
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    "tags": [
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     "harmonic-functions",
     "poisson-integral",
     "univalent-functions"
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    "branch": "complex analysis"
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   "doc": "Formalizes the Hungerbühler-Wasem generalized residue theorem for Cauchy principal value integrals through poles and applies it to the valence formula for modular forms on the modular group.",
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   "upstream_checks": {
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/LeanModularForms",
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     "30E20"
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    "tags": [
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     "complex-analysis",
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     "valence-formula"
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    "branch": "complex analysis"
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   "id": "leanpool:leanmodularforms:valence_formula_textbook_orbit_finsum",
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   "entry_name": "Modular forms and the generalized residue theorem",
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   "doc": "Formalizes the Hungerbühler-Wasem generalized residue theorem for Cauchy principal value integrals through poles and applies it to the valence formula for modular forms on the modular group.",
   "informal": "Proves the valence formula for modular forms on the modular group.",
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   "upstream_checks": {
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/LeanModularForms",
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    "tags": [
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    "branch": "complex analysis"
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   "doc": "Formalizes the Hungerbühler-Wasem generalized residue theorem for Cauchy principal value integrals through poles and applies it to the valence formula for modular forms on the modular group.",
   "informal": "Specializes the generalized residue theorem to the simple-pole case.",
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   "upstream_checks": {
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    "tags": [
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   "doc": "Proves that Lehmer's degree-10 polynomial — the integer polynomial of smallest known Mahler measure above 1 — is irreducible over the integers, and that it is the characteristic polynomial of a Coxeter element of the E10 Weyl group (the rank-10 instance of McMullen). Against Mathlib's Mahler-measure API it computes M(L) exactly as the Salem root with the unconditional bounds 1 < M(L) < 7/5, states Lehmer's conjecture as a defined Prop (never assumed) with the strong form implying the gap form, and contrasts the E8 Coxeter element (order exactly 30) with the E10 element (infinite order in GL(10,Z)): the E-series crosses from torsion to a Salem matrix at rank 10, and the crossing value is Lehmer's number.",
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    "branch": "number theory"
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   "doc": "Proves that Lehmer's degree-10 polynomial — the integer polynomial of smallest known Mahler measure above 1 — is irreducible over the integers, and that it is the characteristic polynomial of a Coxeter element of the E10 Weyl group (the rank-10 instance of McMullen). Against Mathlib's Mahler-measure API it computes M(L) exactly as the Salem root with the unconditional bounds 1 < M(L) < 7/5, states Lehmer's conjecture as a defined Prop (never assumed) with the strong form implying the gap form, and contrasts the E8 Coxeter element (order exactly 30) with the E10 element (infinite order in GL(10,Z)): the E-series crosses from torsion to a Salem matrix at rank 10, and the crossing value is Lehmer's number.",
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   "upstream_checks": {
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/LehmerE10",
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     "11C08",
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     "number-theory",
     "mahler-measure",
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     "coxeter-groups"
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    "branch": "number theory"
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   "impl_module": "LeanPool.Lentil",
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   "statement": "",
   "doc": "A shallow embedding of Leslie Lamport's Temporal Logic of Actions (TLA) in Lean 4, with the temporal modalities, standard propositional and temporal proof rules, weak-fairness and leads-to reasoning, and an interactive proof mode for TLA judgments.",
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Lentil",
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   "impl_module": "LeanPool.Lentil",
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   "doc": "A shallow embedding of Leslie Lamport's Temporal Logic of Actions (TLA) in Lean 4, with the temporal modalities, standard propositional and temporal proof rules, weak-fairness and leads-to reasoning, and an interactive proof mode for TLA judgments.",
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    "human_signoff": false,
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   "entry_name": "Lentil: Temporal Logic of Actions in Lean 4",
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   "doc": "A shallow embedding of Leslie Lamport's Temporal Logic of Actions (TLA) in Lean 4, with the temporal modalities, standard propositional and temporal proof rules, weak-fairness and leads-to reasoning, and an interactive proof mode for TLA judgments.",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Lentil",
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   "impl_module": "LeanPool.Lentil",
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   "statement": "",
   "doc": "A shallow embedding of Leslie Lamport's Temporal Logic of Actions (TLA) in Lean 4, with the temporal modalities, standard propositional and temporal proof rules, weak-fairness and leads-to reasoning, and an interactive proof mode for TLA judgments.",
   "informal": "The WF1 weak-fairness proof rule deriving a leads-to property from a next-state action under weak fairness.",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Lentil",
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   "spec_file": "",
   "impl_module": "LeanPool.Lentil",
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   "informal": "Characterizes weak fairness of an action as a leads-to property between its enabledness and its occurrence.",
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Lentil",
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   "origin": "overlay:leanpool",
   "entry": "lentil",
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   "spec_file": "",
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   "doc": "A shallow embedding of Leslie Lamport's Temporal Logic of Actions (TLA) in Lean 4, with the temporal modalities, standard propositional and temporal proof rules, weak-fairness and leads-to reasoning, and an interactive proof mode for TLA judgments.",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Lentil",
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    "tags": [
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    "branch": "temporal logic"
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   "id": "leanpool:lowdimsolvclassification:LieAlgebra.Dim3.classification",
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   "origin": "overlay:leanpool",
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   "entry_name": "Classification of low-dimensional solvable Lie algebras",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.LowDimSolvClassification",
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   "doc": "Formalises the classification of solvable Lie algebras up to dimension three.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "human_signoff": false,
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    "branch": "lie theory"
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   "doc": "Formalizes the Minkowski–Weyl theorem — the equivalence between V-polytopes (convex hulls of finite point sets) and bounded H-polytopes (finite intersections of half-spaces) in a finite-dimensional real vector space.",
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   "informal_source": "leanpool metadata",
   "checks": {
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     "52A20"
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    "tags": [
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     "discrete-geometry",
     "polytopes"
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    "branch": "convex geometry"
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   "doc": "Formalizes the Minkowski–Weyl theorem — the equivalence between V-polytopes (convex hulls of finite point sets) and bounded H-polytopes (finite intersections of half-spaces) in a finite-dimensional real vector space.",
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   "informal_source": "leanpool metadata",
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   "upstream_checks": {
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    "human_signoff": false,
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     "52A20"
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    "tags": [
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     "discrete-geometry",
     "polytopes"
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    "branch": "convex geometry"
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   "id": "leanpool:min-modulus-unique-multiset-sum:MinModulus.nmin_eq",
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   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "min-modulus-unique-multiset-sum",
   "entry_name": "Minimum modulus for the unique multiset-sum problem",
   "repository": "https://github.com/jarfo/min-modulus",
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     "representation-theory"
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     "representation-theory"
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    "branch": "operator algebras and quantum graph theory"
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    "human_signoff": false,
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    "tags": [
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    "branch": "operator algebras and quantum graph theory"
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   "doc": "Formalizes monlib4's finite matrix-algebra inner-automorphism theorem, unitary inner automorphisms, star-preserving linear maps, the structural core of quantum sets, the core Schur-product definition of quantum graphs, and a self-contained digit-sum divisibility theorem.",
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    "human_signoff": false,
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    "tags": [
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    "branch": "operator algebras and quantum graph theory"
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   "entry": "monlib4",
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   "impl_module": "LeanPool.Monlib4",
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   "doc": "Formalizes monlib4's finite matrix-algebra inner-automorphism theorem, unitary inner automorphisms, star-preserving linear maps, the structural core of quantum sets, the core Schur-product definition of quantum graphs, and a self-contained digit-sum divisibility theorem.",
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   "upstream_checks": {
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    "human_signoff": false,
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    "tags": [
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     "operator-algebras",
     "quantum-sets",
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     "representation-theory"
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    "branch": "operator algebras and quantum graph theory"
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   "impl_module": "LeanPool.Monlib4",
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   "doc": "Formalizes monlib4's finite matrix-algebra inner-automorphism theorem, unitary inner automorphisms, star-preserving linear maps, the structural core of quantum sets, the core Schur-product definition of quantum graphs, and a self-contained digit-sum divisibility theorem.",
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    "human_signoff": false,
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     "operator-algebras",
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     "representation-theory"
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    "branch": "operator algebras and quantum graph theory"
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   "origin": "overlay:leanpool",
   "entry": "monsky",
   "entry_name": "Monsky's Theorem",
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    "human_signoff": false,
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     "05B45"
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    "tags": [
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     "measure-theory"
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    "branch": "combinatorial geometry"
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   "lean": "",
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   "doc": "Formalizes the two explicit parity colorings from Dúcz's 2026 note on the Moser lattice. The development derives the exact quadratic norm formula, proves that the integer-coordinate embedding is faithful, proves both colorings proper and geometric on the entire lattice, and descends them through localization by powers of three to the Moser ring. As a structural corollary, every unit-distance graph realized entirely in the Moser ring is four-colorable. The uniqueness classification of geometric four-colorings and the chromatic number of the full Euclidean plane are not claimed.",
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/MoserLatticeColorings",
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    "tags": [
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     "unit-distance-graphs",
     "moser-lattice"
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   "informal_source": "leanpool metadata",
   "checks": {
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     "unit-distance-graphs",
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   "repository": "https://github.com/JulsDE/MRiscX",
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   "spec_file": "",
   "impl_module": "LeanPool.MRiscX",
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   "doc": "A Hoare logic for verifying unstructured RISC-V-like assembly in Lean, following Lundberg et al. (SEFM 2020), with a certified interpreter, proved structural Hoare rules, per-instruction specifications, custom elaborators and tactics, and a complete One-Time-Pad correctness proof.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "origin": "overlay:leanpool",
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   "impl_module": "LeanPool.MRiscX",
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   "doc": "A Hoare logic for verifying unstructured RISC-V-like assembly in Lean, following Lundberg et al. (SEFM 2020), with a certified interpreter, proved structural Hoare rules, per-instruction specifications, custom elaborators and tactics, and a complete One-Time-Pad correctness proof.",
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   "informal_source": "leanpool metadata",
   "checks": {
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    "human_signoff": false,
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    "branch": "program verification"
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   "origin": "overlay:leanpool",
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   "repository": "https://github.com/JulsDE/MRiscX",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.MRiscX",
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   "statement": "",
   "doc": "A Hoare logic for verifying unstructured RISC-V-like assembly in Lean, following Lundberg et al. (SEFM 2020), with a certified interpreter, proved structural Hoare rules, per-instruction specifications, custom elaborators and tactics, and a complete One-Time-Pad correctness proof.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/MRiscX",
   "classification": {
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    "tags": [
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     "program-verification",
     "risc-v",
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    "branch": "program verification"
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   "id": "leanpool:mriscx:PRE_STR",
   "name": "PRE_STR",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "mriscx",
   "entry_name": "MRiscX",
   "repository": "https://github.com/JulsDE/MRiscX",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.MRiscX",
   "lines": null,
   "statement": "",
   "doc": "A Hoare logic for verifying unstructured RISC-V-like assembly in Lean, following Lundberg et al. (SEFM 2020), with a certified interpreter, proved structural Hoare rules, per-instruction specifications, custom elaborators and tactics, and a complete One-Time-Pad correctness proof.",
   "informal": "Proves the precondition-strengthening rule for MRiscX Hoare triples.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
    "llm_review": true,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/MRiscX",
   "classification": {
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    "tags": [
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     "program-verification",
     "risc-v",
     "assembly",
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    "branch": "program verification"
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   "id": "leanpool:mriscx:POST_WEAK",
   "name": "POST_WEAK",
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   "origin": "overlay:leanpool",
   "entry": "mriscx",
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   "repository": "https://github.com/JulsDE/MRiscX",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.MRiscX",
   "lines": null,
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   "doc": "A Hoare logic for verifying unstructured RISC-V-like assembly in Lean, following Lundberg et al. (SEFM 2020), with a certified interpreter, proved structural Hoare rules, per-instruction specifications, custom elaborators and tactics, and a complete One-Time-Pad correctness proof.",
   "informal": "Proves the postcondition-weakening rule for MRiscX Hoare triples.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "kernels": [
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    "human_signoff": false,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/MRiscX",
   "classification": {
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    "tags": [
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     "program-verification",
     "risc-v",
     "assembly",
     "formal-methods"
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    "branch": "program verification"
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   "id": "leanpool:mriscx:specification_LoadImmediate",
   "name": "specification_LoadImmediate",
   "kind": "",
   "origin": "overlay:leanpool",
   "entry": "mriscx",
   "entry_name": "MRiscX",
   "repository": "https://github.com/JulsDE/MRiscX",
   "commit": "",
   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.MRiscX",
   "lines": null,
   "statement": "",
   "doc": "A Hoare logic for verifying unstructured RISC-V-like assembly in Lean, following Lundberg et al. (SEFM 2020), with a certified interpreter, proved structural Hoare rules, per-instruction specifications, custom elaborators and tactics, and a complete One-Time-Pad correctness proof.",
   "informal": "Proves the per-instruction Hoare specification of the load-immediate instruction.",
   "informal_source": "leanpool metadata",
   "checks": {
    "upstream": "leanpool"
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   "upstream_checks": {
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    "human_signoff": false,
    "llm_review": true,
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/MRiscX",
   "classification": {
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    "tags": [
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     "risc-v",
     "assembly",
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    "branch": "program verification"
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   "doc": "Formalizes the exact distribution of the p-adic valuation of the central binomial coefficient binom(2n,n) over every complete block 0 <= n < p^k for every odd prime p. The development proves Kummer correctness for padded digit words, constructs the two-state doubling carry enumerator, identifies it with the arithmetic valuation polynomial, derives its second-order recurrence, proves the rational bivariate generating function, and obtains closed formulas for valuations zero and one.",
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   "impl_module": "LeanPool.Odlyzko",
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   "doc": "Formalizes the unconditional explicit-formula argument for a lower bound on root discriminants of totally complex number fields. Develops the completed Dedekind zeta function and its functional equation, Poitou's explicit formula, the Tartar test function, and a certified numerical estimate proving that degree at least 18 forces root discriminant at least 8.25.",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/Odlyzko",
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     "11R42"
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    "tags": [
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     "discriminants",
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     "explicit-formula"
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    "branch": "algebraic number theory"
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   "origin": "overlay:leanpool",
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   "lean": "",
   "spec_file": "",
   "impl_module": "LeanPool.OrderPQ",
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   "doc": "Classification of noncyclic finite groups of order p*q, including the prime-square direct-product case and the p<q semidirect-product normal form.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/OrderPQ",
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     "11R29",
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     "legendre-symbol"
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    "branch": "algebraic number theory"
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   "informal_source": "leanpool metadata",
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   "informal_source": "leanpool metadata",
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   "informal_source": "leanpool metadata",
   "checks": {
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    "branch": "integer sequences"
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   "impl_module": "LeanPool.SpectralPositivity",
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   "doc": "Perron-Frobenius theory, Jentzsch's theorem, and matrix/operator positivity in Lean 4. At the matrix level it proves that nonnegative matrices have nonnegative powers, the Metzler decomposition and positivity of the matrix exponential of a Metzler matrix, M-matrix inverse positivity, and the Perron-Frobenius theorem for irreducible nonnegative matrices (a positive dominant eigenvalue with a strictly positive eigenvector). At the operator level it proves Jentzsch's theorem for compact self-adjoint positivity-improving operators on L2 — a simple, strictly positive ground state with a spectral gap — together with a kernel positivity criterion.",
   "informal": "A matrix with all strictly positive entries has a positive eigenvalue with a strictly positive eigenvector (Perron-Frobenius for positive matrices, via the Collatz-Wielandt characterization).",
   "informal_source": "leanpool metadata",
   "checks": {
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   "impl_module": "LeanPool.SpectralPositivity",
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   "informal": "An irreducible (primitive) nonnegative matrix has a positive eigenvalue with a strictly positive eigenvector.",
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   "checks": {
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/SpectralPositivity",
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   "informal": "The ground eigenfunction of a compact self-adjoint positivity-improving operator on L2 is strictly positive almost everywhere (Jentzsch).",
   "informal_source": "leanpool metadata",
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   "informal": "The inverse of a nonsingular irreducible M-matrix is entrywise strictly positive.",
   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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   "impl_module": "LeanPool.LeanStationaryHarmonicMaps",
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   "url": "https://github.com/Vilin97/lean-pool/tree/main/LeanPool/LeanStationaryHarmonicMaps",
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    "branch": "analysis"
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   "doc": "Formalizes the monotonicity formula for stationary `W^{1,2}_{loc}` maps with Euclidean target. The proof is target independent: it uses only the displayed weak gradient and a vanishing domain first variation, so no target-manifold structure enters the argument. From a bundled stationary Sobolev witness `StationaryW12LocMap u Omega` it proves, for `0 < s <= r < R0`, that the normalized energy `Theta(Du, a, rho) = rho^(2-n) * integral over B(a, rho) of |Du|^2` is monotone: `weakTheta Du a s <= weakTheta Du a r`, together with the exact increment formula `weakTheta Du a r - weakTheta Du a s = weakMonotonicityRhs Du a s r`. The Sobolev layer is project-defined from Mathlib's `MemLp`, weak-derivative identities, Bochner integration, and Euclidean measure theory, following the De Giorgi-Nash-Moser engineering choice; the internal proof routes through a radial vector-field first variation, a coarea/Radon-Nikodym radius representation, smooth radial cutoffs, and an absolute-continuity boundary step.",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "doc": "Formalizes the three-gap (Steinhaus, three-distance) theorem: for every real `a` and every `N`, the `N`-point orbit `{i·a mod 1 : i < N}` partitions `[0,1)` into gaps taking at most three distinct lengths, and when exactly three occur the largest is the sum of the other two. The proof works in `[0,1)` via `Int.fract` (not `AddCircle`) through the two first-return times `η⁺` and `η⁻`, and is uniform in the rotation number, covering rational and irrational `a` with no case split.",
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   "doc": "Formalizes the weighting/optimization proof of Turán's theorem from Proofs from THE BOOK, bounding the number of edges of a p-clique-free simple graph by (1/2)(1 - 1/(p-1)) n².",
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   "doc": "Formalizes the Virasoro algebra, its Witt-algebra central extension, Verma modules, and the basic bosonic Sugawara construction.",
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    "branch": "representation theory"
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    "branch": "kinetic theory"
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   "entry": "whitehead-theorem",
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   "informal_source": "leanpool metadata",
   "checks": {
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   "upstream_checks": {
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    "human_signoff": false,
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    "branch": "algebraic topology"
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   "entry_name": "Thakur's hypotheses on power sums of F_q[t]",
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   "doc": "Hadamard 668 Comparator formalization",
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   "doc": "Sabidussi compatibility in Lean",
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   "doc": "Cantor measures with odd base do not admit Fourier frames",
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   "doc": "This project formalizes the main soundness theorem for the quantum low individual degree test. It proves that a projective two-prover strategy which passes the test admits polynomial measurements that are consistent with one another and with the provers' point measurements, with an explicit error bound.",
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   "doc": "`PrimeGapsLib` is an evolving codebase aimed at housing results about gaps in primes. The flagship result thus far is that pairs of primes are separated by at most 246 infinitely often, conditional on the Bombieri-Vinogradov theorem. The 246 proof was generated collaboratively between human formalisers at Axiom Math and AxiomProver, their in-house theorem proving system. Community feedback and contributions are welcome!",
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   "entry_name": "xinjiegit/ben_27_formalization",
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   "doc": "A Lean 4 and Mathlib proof that there are absolute constants c > 0 and p₀ such that, for every prime p ≥ p₀, the minimum size m(p) of a set A ⊆ 𝔽_p with |A| ≥ 2 and no uniquely represented sum satisfies m(p) ≥ c (log p / log log p)².  Here representations are unordered two-element multisets from A, repeated summands are allowed, and \"no unique sum\" means that every such multiset has a distinct equal-sum mate.",
   "informal": "",
   "informal_source": "palomar metadata",
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   "entry_name": "rkirov/jordan_pick",
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   "doc": "The Jordan curve theorem, formalized in Lean 4 against Mathlib: a continuous injective map from the circle into the plane has a complement with exactly two connected components. The hypothesis is bare continuity and injectivity — no smoothness, piecewise-linearity or rectifiability — which is what makes the theorem hard and what separates it from the polygonal case. The proof follows Maehara's reduction to the Brouwer fixed point theorem, via a crossing lemma for transversal paths in a rectangle and the fact that every component has the curve as its boundary, together with a farthest-pair normalization that pins down exactly one bounded component. Because Mathlib has no Brouwer fixed point theorem at the pinned revision, Brouwer is built here from the ground up: covering-space path lifting for the circle giving π₁(S¹) ≅ ℤ, then no-retraction of the disk onto its boundary, then Brouwer on the disk by ray-retraction, then the general nonempty-compact-convex case by nearest-point projection. The statement is expressed in Mathlib's own vocabulary. The proof is sorry-free and depends on Lean's three standard axioms (propext, Classical.choice, Quot.sound) and nothing else.",
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   "entry_name": "elliotglazer/erdos501",
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   "doc": "Erdős problem #501 (Erdős 1961; Erdős–Hajnal 1971, Problem 38): for every real x let A_x be a bounded set of reals of Lebesgue outer measure < 1; must there be an infinite independent set, i.e. an infinite X ⊆ ℝ with x ∉ A_y for all distinct x, y ∈ X?  And if the sets A_x are closed of measure < 1, must there be an independent set of size 3?  This repository formalizes both answers.  Second question: yes — closed sets of measure < 1 admit an infinite independent set (Newelski–Pawlikowski–Seredyński 1987; no boundedness is needed), hence one of size 3.  First question: independent of ZFC.  Under CH (as ℵ₁ = 𝔠) Hechler's 1972 construction gives a family of bounded sets of outer measure < 1 (in fact countable and null) with no infinite independent set — a Mathlib-level theorem — and the negation of the first question holds in the Boolean-valued model of the collapse algebra Col(ω₁, 𝒫(ω)); after adding 𝔠⁺ random reals (Glazer and Sol 2026, adapting the paper's ω₂ random reals over a CH ground) the first question has a positive answer, so it holds in the Boolean-valued model of the random algebra with 𝔠⁺ coordinates.  Both Boolean-valued models are built in a Lean 4 port of Han–van Doorn's Flypitch (the framework of their independence-of-CH proof), and Flypitch's completeness theorem turns them into two-valued models.  The comparator challenge states the results in Mathlib alone: the language of set theory, the theory ZFC (Flypitch's axiomatization: extensionality, empty set, ordered pairs, union, power set, infinity, regularity, Zorn's lemma, strong collection) and the sentence Erdos501 (\"every complete ordered field has the Erdős property\") are defined in Mathlib's ModelTheory, and independence is stated semantically as ¬ (ZFC ⊨ᵇ Erdos501) ∧ ¬ (ZFC ⊨ᵇ ∼Erdos501); a faithfulness theorem shows that in Mathlib's ZFSet the sentence is equivalent to the Mathlib statement of the first question, verbatim the proposition of google-deepmind/formal-conjectures.  All targets are proved from propext, Classical.choice and Quot.sound only.  As far as we know this is the first Erdős problem whose resolution is a formally verified independence result.",
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   "doc": "Davenport and Heilbronn (1936) exhibited a Dirichlet series with real coefficients satisfying a Riemann-type functional equation which nevertheless has zeros off the critical line. It is the standard demonstration that a functional equation of Riemann type does not on its own force the Riemann Hypothesis, it is the reference counterexample against which structural explanations of the Riemann Hypothesis are tested, and the location of its zeros remains an active subject. The function is DH(s) = (1 - i*kappa)/2 * L(s, chi) + (1 + i*kappa)/2 * L(s, chi^-1) for a quartic Dirichlet character chi mod 5 and kappa = (sqrt(10 - 2*sqrt 5) - 2)/(sqrt 5 - 1), the value that rotates the two conjugate root numbers onto each other and so makes the Dirichlet coefficients real. This submission advertises one theorem, the analytic half of the Davenport-Heilbronn theorem: there exists an entire function represented by the Davenport-Heilbronn Dirichlet series on Re z > 1 whose completion (pi/5)^(-(s+1)/2) * Gamma((s+1)/2) * f(s) is symmetric under s -> 1-s. The statement is existential in f, so it carries its own non-vacuity and needs none of the character theory used to construct the witness. What the work consists of. The Davenport-Heilbronn function is not a library object anywhere we could find, so the development builds it: the quartic character mod 5, the linear combination, entirety on all of C, the identification of the Dirichlet coefficients as the real period-5 sequence 1, kappa, -kappa, -1, 0, and the completed functional equation. The last of these is where the content sits. It reduces to a root-number identity whose convention-sensitive constants are derived inside the development, from Mathlib's Real.cos_pi_div_five by radical algebra, rather than transcribed from a table; the standard sources state kappa without deriving it in a form a kernel will accept, and getting it wrong yields a function whose coefficients are not real and which therefore is not the counterexample. The functional equation is stated with explicit guards excluding the poles of the two Gamma factors, because Mathlib's junk value Gamma = 0 at the poles would otherwise make the unrestricted equation false for reasons having nothing to do with the mathematics. Audience. The Davenport-Heilbronn function is a named object of analytic number theory with a continuing literature on its zeros, so a machine-checked construction of it is of direct interest to number theorists working on zeros of L-functions and on what a Riemann-type functional equation does and does not imply. It is also the object a formalized treatment of the Davenport-Heilbronn theorem has to have before it can say anything, and this supplies it in a form that carries its own non-vacuity. Prior art. A search of Mathlib at the revision pinned by this repository found no Davenport-Heilbronn function and no formalization of this functional equation. That is a bounded search of one library. No systematic search of other proof assistants or of the mathematical literature for prior formalizations has been run, and no novelty against the literature is claimed: the mathematics is Davenport and Heilbronn's, published in 1936. Scope. The Davenport-Heilbronn theorem itself is NOT proved here. Its full statement additionally requires a zero s with Re s different from 1/2, and that conjunct appears nowhere in the advertised theorem. What is offered is the analytic half alone. No numerical enclosure for any zero of DH is asserted, and nothing here is a statement about the Riemann zeta function or the Riemann Hypothesis.",
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   "doc": "Machine-checked Lean 4 proofs of solved research problems from the Erdős problems collection, hosted as stable formal_proof targets for Google DeepMind's Formal Conjectures. The principal result is an affirmative answer to Erdős Problem #730 (Erdős, Graham, Ruzsa and Straus, 1975): the set of pairs n < m for which binom(2n, n) and binom(2m, m) have the same set of prime divisors is infinite, and in fact contains infinitely many consecutive pairs (n, n + 1). The proof formalises the argument posted informally by Liam Price on the problem's discussion page on 24 June 2026: Kummer's theorem converts equality of prime supports into a base-p digit condition, an explicit quadratic family of consecutive pairs is constructed, a fixed-depth Fourier estimate bounds the digit obstruction on blocks of length p^r, a uniform depth tail uses a Mertens-type reciprocal-prime input, the top-prime range is handled by fixed-modulus divisor switching using the prime number theorem in arithmetic progressions, and an exact rational density budget yields positive lower density and hence infinitude. The repository also proves the sumset form of Erdős Problem #154 (equidistribution of A + A in residue classes for Sidon sets A with |A| ~ sqrt N, from Lindström's theorem) and hosts smaller bounded results for Problems #94, #399 and #1074. Every tracked theorem depends only on propext, Classical.choice and Quot.sound; each registry statement under Palomar/ restates its result in a Challenge importing Mathlib alone.",
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   "doc": "A Lean 4 formalization of all sixteen units of Mishnah Kinnim, with a machine-checked physical optimization theorem for the Koppel--Reiss reading of Kinnim 3:2. For any list of pair counts grouped by owner, the priest has already acted on exactly half of the mixed birds above and half below. A physical world records one action level for every individual bird of every owner. Lean proves that every such world is compatible, by permutation, with the fixed half-split action list. Counting valid birds directly from each owner's closed-pair quota, the theorem proves that the exact minimum over all physical apportionments is twice the complement of the largest attainable subset sum not exceeding half the total, and constructs an apportionment attaining it. The repository also covers all sixteen units, flight recurrences, and replacement-inventory covers.",
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   "doc": "We prove the following mod-2 identity for real symplectic Banach spaces:\n  If $(X, \\omega)$ is a real symplectic Banach space, and $T \\in L(X)$ satisfies:\n    (1) $I + T^+T$ is Fredholm\n    (2) $I + T^2$ has finite rank\n  Then\n    $\\rank(T^2 + I) \\equiv \\dim \\ker (I + T^+T) \\pmod 2$.\nIn the above, $T^+$ represents the symplectic adjoint. See our paper for more depth in definitions. This identity is applied to show that no hyperplane of the real Kalton-Peck space has a complex structure. We note that in our notation, a symplectic Banach space always assumes that the symplectic form \\omega is a strong symplectic form. See our paper for more detail on the definitions.\nWe formalize:\n (1) The mod-2 identity for arbitrary real symplectic Banach spaces\n (2) An application of the identity to show that if $T \\in L(Z_2)$ and $T^2 + I$ has finite rank, then $T^2 + I$ has even rank.\n     Here, Z_2 is the real Kalton-Peck space.\n (3) The corollary that no hyperplane of the real Kalton-Peck space has a complex structure.",
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   "doc": "We prove the following mod-2 identity for real symplectic Banach spaces:\n  If $(X, \\omega)$ is a real symplectic Banach space, and $T \\in L(X)$ satisfies:\n    (1) $I + T^+T$ is Fredholm\n    (2) $I + T^2$ has finite rank\n  Then\n    $\\rank(T^2 + I) \\equiv \\dim \\ker (I + T^+T) \\pmod 2$.\nIn the above, $T^+$ represents the symplectic adjoint. See our paper for more depth in definitions. This identity is applied to show that no hyperplane of the real Kalton-Peck space has a complex structure. We note that in our notation, a symplectic Banach space always assumes that the symplectic form \\omega is a strong symplectic form. See our paper for more detail on the definitions.\nWe formalize:\n (1) The mod-2 identity for arbitrary real symplectic Banach spaces\n (2) An application of the identity to show that if $T \\in L(Z_2)$ and $T^2 + I$ has finite rank, then $T^2 + I$ has even rank.\n     Here, Z_2 is the real Kalton-Peck space.\n (3) The corollary that no hyperplane of the real Kalton-Peck space has a complex structure.",
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   "doc": "For an explicitly defined difference B of two signed cone theta series over Q(sqrt(5)), Lean proves a closed nonmultiplicativity witness and a complete prime-index classification. For every rational prime p congruent to 1 modulo 10, B((p-1)/10) is one of -2, -1, 1, 2; a norm-negative golden integer generator and its strict fundamental-window normalization exist; and the coefficient has magnitude two exactly when the resulting geometric residue invariant is one modulo three. The invariant is also proved independent of the generator within the explicitly defined signed fundamental-unit orbit.",
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   "doc": "A Lean 4 formalisation of *Uniform sheafy Tate rings that are not stably uniform* (Birkbeck–Torzewski), answering Question 7 of Kedlaya's *Nonarchimedean Scottish Book* in the negative: a sheafy uniform Huber pair need not be stably uniform. Buzzard–Verberkmoes and Mihara proved that stably uniform Tate Huber rings are sheafy; whether the converse holds was open.\nThe paper gives two complete Tate algebras over a complete discretely valued field `k` that are uniform, nonnoetherian integral domains with `A° = A₀`, strongly sheafy (every Tate algebra `A⟨X₁, …, Xₙ⟩` is sheafy), and yet not stably uniform, because an explicit rational localisation is not uniform. The first (Theorem 1.1) is the finite-jet pinching algebra `𝓐 = B ×_D C`, the pullback of a Milnor square with `B = k⟨W, Q⟩/(Q²)`, `C = k⟨W, W⁻¹⟩⟨Q⟩`, `D = C/(Q²)` — concretely, the series in `k⟨W, W⁻¹⟩⟨Q⟩` whose `Q⁰`- and `Q¹`-coefficients have nonnegative `W`-support; its bad chart `𝓐⟨W/ϖ⟩ ≅ k⟨X, Q⟩/(Q²)` is non-reduced. The second (Theorem 8.1) is the weighted-parity algebra `𝒜_w`, whose bad chart is an integral domain; the paper proves it for every unbounded weight `w ≥ 1`, the formalisation for `w(n) = n`.\nThis submission certifies the seven conclusions of Theorem 1.1 together with two statements ruling out a vacuous reading of its sheafiness claims, stated self-containedly on Mathlib in `Challenge.lean` over an arbitrary complete ultrametric field with DVR valuation ring; Theorem 8.1 is certified by the repository's in-library configuration. The repository also develops the surrounding theory after Wedhorn's *Adic Spaces*: Huber and Tate rings, the adic spectrum, rational localisations, the structure presheaf, and sheafiness (Definition 8.26), including the strongly noetherian theorem (8.28(b)).",
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   "doc": "A Euclidean Jordan algebra is a finite-dimensional real inner-product space carrying a commutative bilinear product with a unit, satisfying the Jordan identity (x*y)*(x*x) = x*(y*(x*x)) and the associativity of the inner product <x*y, z> = <y, x*z>. This is Faraut-Koranyi's definition (Analysis on Symmetric Cones, III.1). This development formalizes the classical structure theory of these algebras.\nMathlib carries the Jordan identity as the typeclass IsCommJordan together with five operator-commutation lemmas, and nothing beyond that: no idempotent theory, no Peirce decomposition, no spectral theory. This development supplies that layer.\nThe registered results, in four separate Comparator configurations. (1) The Koecher / Alfsen-Shultz theorem: a unital linear order isomorphism of a Euclidean Jordan algebra is a Jordan automorphism, with the cone taken to be the sums-of-squares cone and the product carried as a bundled bilinear map so that the statement needs no ring instance to elaborate. (2) The single-element spectral theorem: every element of a finite-dimensional formally real Jordan algebra is a real linear combination of a complete family of pairwise-orthogonal idempotents. Finite-dimensionality is load-bearing rather than decorative - the polynomial algebra R[X] satisfies every other hypothesis and has no nonconstant spectral resolution. (3) The Jordan trace form tau(x,y) = tr(L_{x*y}): symmetric, associative, and positive definite, constructed from the multiplication alone rather than assumed. Symmetry and associativity are registered at their honest generality, which does not include finite-dimensionality; positive definiteness needs the spectral theorem and therefore does. (4) The frame Peirce decomposition: for a Jordan frame p_1, ..., p_n the algebra is the internal direct sum of the blocks V_ij over unordered pairs, together with the Faraut-Koranyi table entry dim V_ii = 1.\nDirection and scope. Every registered theorem is proved outright from the stated hypotheses; none is conditional on a cited result. The development also proves, but does not register here, Albert's power-associativity theorem (x^(m+1) * x^(n+1) = x^(m+n+2), with no unit, finite dimension, formal reality or positivity assumed), which is registered from a separate development of the author's and is deliberately not re-registered; the existence of a Jordan frame in any nontrivial finite-dimensional Euclidean Jordan algebra; the associativity of the subalgebra generated by a single element; the Peirce subalgebras J_2(c) and J_0(c) as Euclidean Jordan algebras in their own right; and an order-unit-space structure with the sums-of-squares cone, proved to coincide with the Loewner order on the concrete carrier.\nWhat is NOT here. Coordinatization is absent: the Jordan-von Neumann-Wigner route continues by making the off-diagonal block a composition algebra and applying Hurwitz's theorem to land J = H_n(K), and that step depends on the composition-algebra classification, which lives in a separate repository. This development therefore stops at the connectors and the frame-block structure. There is no functional calculus on the spectral resolution. Frame conjugacy (Faraut-Koranyi IV.2.5) is not proved - the development sidesteps it by carrying a Jordan frame as data rather than reasoning about the rank as a number. The classification of simple Euclidean Jordan algebras is not proved, and no statement about the exceptional algebra H_3(O) appears. Formal reality and the associativity of the inner product are equivalent over R in finite dimension, but that equivalence is not formalized, so both appear as hypotheses.\nThe abstract theory has a live carrier: H_n(K) for K = R or C, the Hermitian matrices under A*B = (AB+BA)/2, is an instance of the EuclideanJordanAlgebra class, checked by instance synthesis in the mechanical audit rather than by inspection. The check is finer than nonemptiness of the class: every Peirce rule mentioning the half-eigenspace would be vacuously true on a carrier where that space is trivial, and it is trivial for the two idempotents one reaches for first, so a witness with nonzero half-eigenspace is exhibited on H_2(C).\nEvery declaration in the tracked tree has an axiom closure contained in Lean's three core axioms (propext, Classical.choice, Quot.sound). The tree carries no custom axiom, no sorry and no native_decide.",
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   "doc": "A Euclidean Jordan algebra is a finite-dimensional real inner-product space carrying a commutative bilinear product with a unit, satisfying the Jordan identity (x*y)*(x*x) = x*(y*(x*x)) and the associativity of the inner product <x*y, z> = <y, x*z>. This is Faraut-Koranyi's definition (Analysis on Symmetric Cones, III.1). This development formalizes the classical structure theory of these algebras.\nMathlib carries the Jordan identity as the typeclass IsCommJordan together with five operator-commutation lemmas, and nothing beyond that: no idempotent theory, no Peirce decomposition, no spectral theory. This development supplies that layer.\nThe registered results, in four separate Comparator configurations. (1) The Koecher / Alfsen-Shultz theorem: a unital linear order isomorphism of a Euclidean Jordan algebra is a Jordan automorphism, with the cone taken to be the sums-of-squares cone and the product carried as a bundled bilinear map so that the statement needs no ring instance to elaborate. (2) The single-element spectral theorem: every element of a finite-dimensional formally real Jordan algebra is a real linear combination of a complete family of pairwise-orthogonal idempotents. Finite-dimensionality is load-bearing rather than decorative - the polynomial algebra R[X] satisfies every other hypothesis and has no nonconstant spectral resolution. (3) The Jordan trace form tau(x,y) = tr(L_{x*y}): symmetric, associative, and positive definite, constructed from the multiplication alone rather than assumed. Symmetry and associativity are registered at their honest generality, which does not include finite-dimensionality; positive definiteness needs the spectral theorem and therefore does. (4) The frame Peirce decomposition: for a Jordan frame p_1, ..., p_n the algebra is the internal direct sum of the blocks V_ij over unordered pairs, together with the Faraut-Koranyi table entry dim V_ii = 1.\nDirection and scope. Every registered theorem is proved outright from the stated hypotheses; none is conditional on a cited result. The development also proves, but does not register here, Albert's power-associativity theorem (x^(m+1) * x^(n+1) = x^(m+n+2), with no unit, finite dimension, formal reality or positivity assumed), which is registered from a separate development of the author's and is deliberately not re-registered; the existence of a Jordan frame in any nontrivial finite-dimensional Euclidean Jordan algebra; the associativity of the subalgebra generated by a single element; the Peirce subalgebras J_2(c) and J_0(c) as Euclidean Jordan algebras in their own right; and an order-unit-space structure with the sums-of-squares cone, proved to coincide with the Loewner order on the concrete carrier.\nWhat is NOT here. Coordinatization is absent: the Jordan-von Neumann-Wigner route continues by making the off-diagonal block a composition algebra and applying Hurwitz's theorem to land J = H_n(K), and that step depends on the composition-algebra classification, which lives in a separate repository. This development therefore stops at the connectors and the frame-block structure. There is no functional calculus on the spectral resolution. Frame conjugacy (Faraut-Koranyi IV.2.5) is not proved - the development sidesteps it by carrying a Jordan frame as data rather than reasoning about the rank as a number. The classification of simple Euclidean Jordan algebras is not proved, and no statement about the exceptional algebra H_3(O) appears. Formal reality and the associativity of the inner product are equivalent over R in finite dimension, but that equivalence is not formalized, so both appear as hypotheses.\nThe abstract theory has a live carrier: H_n(K) for K = R or C, the Hermitian matrices under A*B = (AB+BA)/2, is an instance of the EuclideanJordanAlgebra class, checked by instance synthesis in the mechanical audit rather than by inspection. The check is finer than nonemptiness of the class: every Peirce rule mentioning the half-eigenspace would be vacuously true on a carrier where that space is trivial, and it is trivial for the two idempotents one reaches for first, so a witness with nonzero half-eigenspace is exhibited on H_2(C).\nEvery declaration in the tracked tree has an axiom closure contained in Lean's three core axioms (propext, Classical.choice, Quot.sound). The tree carries no custom axiom, no sorry and no native_decide.",
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