Level A
Proven
Closed-form identities. A display that disagrees is an Atlas bug.
62/62 tests (52 id · 7 num)
Specification
Precondition, then operator, then postcondition. Level A is closed form. Level B is implementation against A. Level C is a bound checkpoint — none exist yet.
Level A
Closed-form identities. A display that disagrees is an Atlas bug.
62/62 tests (52 id · 7 num)
Level B
Property tests and witnesses against Level A. Preconditions gate identities.
FlorE example skipped: not on sheet
Level C
Training receipts bound to dataset, seed, checkpoint, metric hash. atlas-kg-v1 only.
gates closed 1/5
62/62 tests hold — not all symbolic. Identity 52/52, numeric 7/7, mutation 1/1, integration 2/2. A display that disagrees with this list is a bug in the Atlas, not in a paper.
Maximize the residual, then display the witness. Degenerate fixtures (d₀ = 0) are rejected before scoring.
FlorE D(σ) group residual
1.0000
Maximally singular. det D = 0. Not in GL, let alone O⁺.
Euclidean offset tangency
5.1101
Lorentz projection residual at the same witness is ~0. Degenerate d₀ ≈ 0 samples were dropped.
A result is verified only if every ancestry edge is bound. All nine edges are open.
FlorE HEAD pinned d276d70 (commit 2025-11-10, observed 2026-08-23). A newer commit that repairs σ, flip_sign, or Eq. 10 would reopen the code-parity receipts.
Parents inherit. A missing checkpoint is unsupported, not a geometric failure. A failed precondition blocks the identity.
19 falsified · 5 holds · 4 blocked · 0 unsupported · 28 receipts
| Claim | Level | Because | Hash | Verdict |
|---|---|---|---|---|
flore-group D(σ) ∈ O(1, n) on (−1, 1) | A | — | 3f317f1d | fails |
flore-code-flip Public flip is relation-specific σᵣ | B | — | 72154059 | fails |
flore-o1n FLG operator is Lorentz-valued ← flore-group | A | flore-group: fails | 89ae9ac1 | fails |
flore-center rel_center ∈ Lⁿ | B | — | 9bdcda2d | fails |
flore-tangent ξ is Lorentz-tangent at a sheet point | B | — | b702fe13 | fails |
flore-log10 Printed log map defined on the sheet | A | — | d4280a91 | fails |
flore-eq13-bases Eq. 13 is an intrinsic tangent inner product | A | — | 1dedc53a | blocked |
flore-direction Directional geometry matches the paper ← flore-center, flore-tangent, flore-log10, flore-eq13-bases | B | flore-center: fails · flore-tangent: fails · flore-log10: fails · flore-eq13-bases: blocked | e40edb30 | fails |
flore-eq13 Code executes Eq. 13 | B | — | 89b7471f | fails |
flore-parity Paper/code parity for FlorE ← flore-code-flip, flore-center, flore-tangent, flore-eq13 | B | flore-code-flip: fails · flore-center: fails · flore-tangent: fails · flore-eq13: fails | a4366f9d | fails |
flore-mechanism FlorE implements the advertised geometry ← flore-o1n, flore-direction, flore-eq13 | B | flore-o1n: fails · flore-direction: fails · flore-eq13: fails | cfa8cc4e | fails |
flore-example-sheet Worked-example points lie on the sheet | A | — | c6dd250f | fails |
flore-example-distance Worked-example uses the Lorentz interval | A | ManifoldMembership(h) fails · ManifoldMembership(t₁) fails · ManifoldMembership(t₂) fails | ab257cd8 | blocked |
flore-checkpoint FlorE table bound to a checkpoint | C | — | 008390a0 | blocked |
flore-benchmark FlorE MRR is a reproduced result ← flore-checkpoint | C | flore-checkpoint: blocked | 301a2d7e | blocked |
fhre-metric FHRE printed d² vanishes at coincidence | A | — | 7b76682d | fails |
fhre-curvature FHRE c-convention is consistent | A | — | 6f0dc107 | fails |
fhre-rotation FHRE Givens is an isometry | A | — | 9dfde430 | holds |
lkg-group LorentzKG RB ∈ O⁺(1, n) | A | — | 49b5735c | holds |
repaired-Q Householder Q ∈ O(n) | A | — | 43565ec0 | holds |
hybrid-Op Hybrid QB ∈ O⁺(1, n) | A | — | 7b736b08 | holds |
lie-S S ∈ so(1, 2) | A | — | d9f499f5 | fails |
flore-tables FlorE Table 4 matches Table 6 | B | — | 61045e61 | fails |
flore-margin Public best margins match the paper | B | — | c0e5e027 | fails |
flore-eval-trunc Public evaluate() covers the full test set | B | — | 1770e9ed | fails |
flore-eval-relmap Public evaluate() can emit Tables 4/6 | B | — | d7963ad7 | fails |
flore-nocheckpoint Public training writes a hashable checkpoint | B | — | 68664575 | fails |
atlas-kg atlas-kg-v1 factorial cells are bound | C | — | 9e3c2bd4 | holds |
Receipts first. The pages render this object. Public code ≠ published table unless a checkpoint edge closes.
[
{
"claim_id": "flore-group",
"title": "D(σ) ∈ O(1, n) on (−1, 1)",
"claim_type": "group",
"level": "A",
"verdict": "fails",
"because": [],
"source_paper": "FlorE, Dᵣ = diag(1,…,1,σᵣ), σᵣ ∈ (−1, 1)",
"source_code": "FLG.forward · ww[:,:,-1] *= flip_sign",
"symbolic": "ε_group(D) = |σ² − 1|; (−1, 1) ∩ {±1} = ∅",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "σ",
"value": "0.5"
},
{
"label": "ε_group closed form",
"value": "0.7500"
},
{
"label": "ε_group numeric",
"value": "0.7500"
},
{
"label": "det D",
"value": "0.50"
}
],
"dependencies": [],
"receipt_hash": "3f317f1d"
},
{
"claim_id": "flore-code-flip",
"title": "Public flip is relation-specific σᵣ",
"claim_type": "parity",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "relation-specific σᵣ",
"source_code": "self.flip_sign = Parameter(0.0)",
"symbolic": "det D(0) = 0 ⇒ D ∉ GL",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "flip_sign",
"value": "0"
},
{
"label": "det",
"value": "0.0"
},
{
"label": "ε_det",
"value": "1.0"
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"dependencies": [],
"receipt_hash": "72154059"
},
{
"claim_id": "flore-o1n",
"title": "FLG operator is Lorentz-valued",
"claim_type": "parent",
"level": "A",
"verdict": "fails",
"because": [
"flore-group: fails"
],
"source_paper": "",
"source_code": "",
"symbolic": "parent of flore-group",
"assumptions": [],
"preconditions": [],
"numerical_witness": [],
"dependencies": [
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],
"receipt_hash": "89ae9ac1"
},
{
"claim_id": "flore-center",
"title": "rel_center ∈ Lⁿ",
"claim_type": "manifold",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "cᵣ ∈ ℍⁿ",
"source_code": "nn.Embedding + normal_(std=0.01)",
"symbolic": "Gaussian init in ℝ^{n+1} is not the unit sheet. expmap(c,·) is then not exp_{c∈ℍ}",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "⟨c,c⟩_L",
"value": "-6.40e-5"
},
{
"label": "|q + 1|",
"value": "1.000"
}
],
"dependencies": [],
"receipt_hash": "9bdcda2d"
},
{
"claim_id": "flore-tangent",
"title": "ξ is Lorentz-tangent at a sheet point",
"claim_type": "tangent",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "ξ ∝ d + ⟨d, c⟩_L c at c ∈ ℍⁿ",
"source_code": "Euclidean proto-dir; Lorentz.expmap.proju; Gaussian rel_center",
"symbolic": "⟨c, u'⟩_L = ⟨c,v⟩_L (1 + q/k); zero iff q = −k. No ManifoldParameter on rel_center. proju does not rescue an off-sheet base.",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "c",
"value": "1.255, 0.699, 0.295"
},
{
"label": "d",
"value": "0.550, 0.300, -0.250"
},
{
"label": "ε_tan Euclidean",
"value": "1.38e+0"
},
{
"label": "ε_tan Lorentz",
"value": "1.39e-16"
},
{
"label": "−2 c₀ d₀",
"value": "1.38e+0"
}
],
"dependencies": [],
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{
"claim_id": "flore-log10",
"title": "Printed log map defined on the sheet",
"claim_type": "metric",
"level": "A",
"verdict": "fails",
"because": [],
"source_paper": "FlorE Eq. 10, √(⟨q,q⟩_L + 1)",
"source_code": "—",
"symbolic": "⟨q,q⟩_L = −1 ⇒ denominator 0",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "√(−1+1)",
"value": "0"
}
],
"dependencies": [],
"receipt_hash": "d4280a91"
},
{
"claim_id": "flore-eq13-bases",
"title": "Eq. 13 is an intrinsic tangent inner product",
"claim_type": "tangent",
"level": "A",
"verdict": "blocked",
"because": [],
"source_paper": "ξ̂ᵣ ∈ T_{cᵣ}, log_{Λh}(t) ∈ T_{Λh}",
"source_code": "term absent",
"symbolic": "Ambient Minkowski pairing exists. Intrinsic Riemannian comparison is not established without transport.",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "precondition c = Λh",
"value": "not stated"
}
],
"dependencies": [],
"receipt_hash": "1dedc53a"
},
{
"claim_id": "flore-direction",
"title": "Directional geometry matches the paper",
"claim_type": "parent",
"level": "B",
"verdict": "fails",
"because": [
"flore-center: fails",
"flore-tangent: fails",
"flore-log10: fails",
"flore-eq13-bases: blocked"
],
"source_paper": "",
"source_code": "",
"symbolic": "parent of flore-center, flore-tangent, flore-log10, flore-eq13-bases",
"assumptions": [],
"preconditions": [],
"numerical_witness": [],
"dependencies": [
"flore-center",
"flore-tangent",
"flore-log10",
"flore-eq13-bases"
],
"receipt_hash": "e40edb30"
},
{
"claim_id": "flore-eq13",
"title": "Code executes Eq. 13",
"claim_type": "parity",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "Eq. 13",
"source_code": "HyperNet._forward · margin − cinner2(t′−h′)",
"symbolic": "⟨ξ, log⟩ term absent from the executed score",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "directional term in _forward",
"value": "absent"
}
],
"dependencies": [],
"receipt_hash": "89b7471f"
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{
"claim_id": "flore-parity",
"title": "Paper/code parity for FlorE",
"claim_type": "parity",
"level": "B",
"verdict": "fails",
"because": [
"flore-code-flip: fails",
"flore-center: fails",
"flore-tangent: fails",
"flore-eq13: fails"
],
"source_paper": "",
"source_code": "",
"symbolic": "parent of flore-code-flip, flore-center, flore-tangent, flore-eq13",
"assumptions": [],
"preconditions": [],
"numerical_witness": [],
"dependencies": [
"flore-code-flip",
"flore-center",
"flore-tangent",
"flore-eq13"
],
"receipt_hash": "a4366f9d"
},
{
"claim_id": "flore-mechanism",
"title": "FlorE implements the advertised geometry",
"claim_type": "parent",
"level": "B",
"verdict": "fails",
"because": [
"flore-o1n: fails",
"flore-direction: fails",
"flore-eq13: fails"
],
"source_paper": "",
"source_code": "",
"symbolic": "parent of flore-o1n, flore-direction, flore-eq13",
"assumptions": [],
"preconditions": [],
"numerical_witness": [],
"dependencies": [
"flore-o1n",
"flore-direction",
"flore-eq13"
],
"receipt_hash": "cfa8cc4e"
},
{
"claim_id": "flore-example-sheet",
"title": "Worked-example points lie on the sheet",
"claim_type": "example",
"level": "A",
"verdict": "fails",
"because": [],
"source_paper": "h=(3,0), t₁=(4,1), t₂=(5,3)",
"source_code": "—",
"symbolic": "⟨h,h⟩_L = −9, ⟨t₁,t₁⟩_L = −15, ⟨t₂,t₂⟩_L = −16",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "⟨h,h⟩_L",
"value": "-9.0"
},
{
"label": "⟨t₁,t₁⟩_L",
"value": "-15.0"
},
{
"label": "⟨t₂,t₂⟩_L",
"value": "-16.0"
}
],
"dependencies": [],
"receipt_hash": "c6dd250f"
},
{
"claim_id": "flore-example-distance",
"title": "Worked-example uses the Lorentz interval",
"claim_type": "example",
"level": "A",
"verdict": "blocked",
"because": [
"ManifoldMembership(h) fails",
"ManifoldMembership(t₁) fails",
"ManifoldMembership(t₂) fails"
],
"source_paper": "simplified Lorentz distance on those points",
"source_code": "—",
"symbolic": "identity not evaluated: ManifoldMembership failed",
"assumptions": [
"ManifoldMembership(h)",
"ManifoldMembership(t₁)",
"ManifoldMembership(t₂)"
],
"preconditions": [
{
"id": "ManifoldMembership(h)",
"holds": false,
"residual": "-9.0"
},
{
"id": "ManifoldMembership(t₁)",
"holds": false,
"residual": "-15.0"
},
{
"id": "ManifoldMembership(t₂)",
"holds": false,
"residual": "-16.0"
}
],
"numerical_witness": [
{
"label": "distance identity",
"value": "not evaluated"
}
],
"dependencies": [],
"receipt_hash": "ab257cd8"
},
{
"claim_id": "flore-checkpoint",
"title": "FlorE table bound to a checkpoint",
"claim_type": "checkpoint",
"level": "C",
"verdict": "blocked",
"because": [],
"source_paper": "FlorE Table 2, FB15k-237 MRR 0.402",
"source_code": "github.com/dzh597/FlorE · no pinned commit in the paper",
"symbolic": "C = M is untested",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "commit",
"value": "unbound"
},
{
"label": "checkpoint hash",
"value": "unbound"
},
{
"label": "seed",
"value": "unbound"
}
],
"dependencies": [],
"receipt_hash": "008390a0"
},
{
"claim_id": "flore-benchmark",
"title": "FlorE MRR is a reproduced result",
"claim_type": "benchmark",
"level": "C",
"verdict": "blocked",
"because": [
"flore-checkpoint: blocked"
],
"source_paper": "",
"source_code": "",
"symbolic": "parent of flore-checkpoint",
"assumptions": [],
"preconditions": [],
"numerical_witness": [],
"dependencies": [
"flore-checkpoint"
],
"receipt_hash": "301a2d7e"
},
{
"claim_id": "fhre-metric",
"title": "FHRE printed d² vanishes at coincidence",
"claim_type": "metric",
"level": "A",
"verdict": "fails",
"because": [],
"source_paper": "FHRE Eq. 6, c = 1",
"source_code": "—",
"symbolic": "2 − 2⟨x, x⟩_L = 4",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "printed d²(x,x)",
"value": "4.0"
},
{
"label": "interval d²(x,x)",
"value": "0.0"
}
],
"dependencies": [],
"receipt_hash": "7b76682d"
},
{
"claim_id": "fhre-curvature",
"title": "FHRE c-convention is consistent",
"claim_type": "curvature",
"level": "A",
"verdict": "fails",
"because": [],
"source_paper": "FHRE: c = 1, x₀ = √(‖x_s‖² − 1/c), α = √(−c)‖z‖",
"source_code": "—",
"symbolic": "c = 1 ⇒ ⟨x,x⟩_L = +1 and √(−c) ∉ ℝ; c = −1 repairs all three",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "q(c=1)",
"value": "1.0"
},
{
"label": "q(c=−1)",
"value": "-1.0"
},
{
"label": "√(−1)",
"value": "imaginary"
}
],
"dependencies": [],
"receipt_hash": "6f0dc107"
},
{
"claim_id": "fhre-rotation",
"title": "FHRE Givens is an isometry",
"claim_type": "group",
"level": "A",
"verdict": "holds",
"because": [],
"source_paper": "block-diagonal spatial rotations",
"source_code": "—",
"symbolic": "Rᵀ R = I, R₀₀ = 1",
"assumptions": [],
"preconditions": [],
"numerical_witness": [],
"dependencies": [],
"receipt_hash": "9dfde430"
},
{
"claim_id": "lkg-group",
"title": "LorentzKG RB ∈ O⁺(1, n)",
"claim_type": "group",
"level": "A",
"verdict": "holds",
"because": [],
"source_paper": "ACL 2024, Lorentz rotation/reflection ⊕ boost",
"source_code": "—",
"symbolic": "Householder ∈ O(n), boost ∈ SO⁺ ⇒ product ∈ O⁺",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "ε_group",
"value": "5.10e-16"
},
{
"label": "ε_manifold",
"value": "6.66e-16"
}
],
"dependencies": [],
"receipt_hash": "49b5735c"
},
{
"claim_id": "repaired-Q",
"title": "Householder Q ∈ O(n)",
"claim_type": "group",
"level": "A",
"verdict": "holds",
"because": [],
"source_paper": "repaired FlorE / hybrid",
"source_code": "constructed here",
"symbolic": "each Hᵥᵀ Hᵥ = I, det Hᵥ = −1",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "m",
"value": "1"
},
{
"label": "det Q",
"value": "-1"
},
{
"label": "ε_group",
"value": "3.51e-16"
}
],
"dependencies": [],
"receipt_hash": "43565ec0"
},
{
"claim_id": "hybrid-Op",
"title": "Hybrid QB ∈ O⁺(1, n)",
"claim_type": "group",
"level": "A",
"verdict": "holds",
"because": [],
"source_paper": "proposed construction",
"source_code": "operators.ts hybrid",
"symbolic": "spatial Householders preserve x₀-sign; boosts are orthochronous",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "ε_group",
"value": "8.78e-17"
},
{
"label": "Λ₀₀",
"value": "1.0700"
},
{
"label": "orthochronous",
"value": "yes"
}
],
"dependencies": [],
"receipt_hash": "7b736b08"
},
{
"claim_id": "lie-S",
"title": "S ∈ so(1, 2)",
"claim_type": "lie",
"level": "A",
"verdict": "fails",
"because": [],
"source_paper": "FlorE continuous σ = e^λ",
"source_code": "—",
"symbolic": "SᵀJ + JS = 2 diag(0,0,1), ‖·‖_F = 2",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "ε_lie(S)",
"value": "2.0"
},
{
"label": "ε_lie(J)",
"value": "0"
},
{
"label": "ε_lie(K₁)",
"value": "0"
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{
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"value": "0"
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],
"dependencies": [],
"receipt_hash": "d9f499f5"
},
{
"claim_id": "flore-tables",
"title": "FlorE Table 4 matches Table 6",
"claim_type": "benchmark",
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"verdict": "fails",
"because": [],
"source_paper": "Table 4 FB 52.3 / WN 45.8 vs Table 6 FB 42.3 / WN 52.8",
"source_code": "—",
"symbolic": "Reporting inconsistency. Does not imply 0.402 is false.",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "FB Z-Par T4 − T6",
"value": "10.0"
},
{
"label": "WN Z-Par T6 − T4",
"value": "7.0"
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],
"dependencies": [],
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{
"claim_id": "flore-margin",
"title": "Public best margins match the paper",
"claim_type": "parity",
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"verdict": "fails",
"because": [],
"source_paper": "FB15k-237 margin 1.07, WN18RR 1.01",
"source_code": "best scripts: FB 1.00, WN 1.08",
"symbolic": "paper config ≠ public best-script config",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "paper",
"value": "1.07 / 1.01"
},
{
"label": "scripts",
"value": "1.00 / 1.08"
}
],
"dependencies": [],
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},
{
"claim_id": "flore-eval-trunc",
"title": "Public evaluate() covers the full test set",
"claim_type": "benchmark",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "FlorE §experiments, filtered ranking, Table 1 sizes",
"source_code": "Experiment.evaluate · max_queries=20, batch=100, break",
"symbolic": "20 × 100 = 2,000 ≤ paper test cardinality",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "max examples",
"value": "2000"
},
{
"label": "FB fraction",
"value": "2000/20446"
},
{
"label": "WN fraction",
"value": "2000/3134"
}
],
"dependencies": [],
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},
{
"claim_id": "flore-eval-relmap",
"title": "Public evaluate() can emit Tables 4/6",
"claim_type": "benchmark",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "FlorE Tables 4 and 6",
"source_code": "relation_map = {}; hits_level used before assignment",
"symbolic": "∅.values() contains no rela_id",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "relation_map",
"value": "{}"
}
],
"dependencies": [],
"receipt_hash": "d7963ad7"
},
{
"claim_id": "flore-nocheckpoint",
"title": "Public training writes a hashable checkpoint",
"claim_type": "checkpoint",
"level": "B",
"verdict": "fails",
"because": [],
"source_paper": "—",
"source_code": "best_model = deepcopy(state_dict); no torch.save",
"symbolic": "in-memory only ⇒ no Level-C artifact",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "torch.save",
"value": "absent"
}
],
"dependencies": [],
"receipt_hash": "68664575"
},
{
"claim_id": "atlas-kg",
"title": "atlas-kg-v1 factorial cells are bound",
"claim_type": "benchmark",
"level": "C",
"verdict": "holds",
"because": [],
"source_paper": "Atlas factorial design (synthetic)",
"source_code": "src/lib/train.ts · receipts/atlas-kg-v1.json",
"symbolic": "Level C for atlas-kg-v1 only. FlorE 0.402 remains unbound.",
"assumptions": [],
"preconditions": [],
"numerical_witness": [
{
"label": "family",
"value": "atlas-kg-v1"
},
{
"label": "cells",
"value": "12"
},
{
"label": "FB15k-237",
"value": "unbound"
}
],
"dependencies": [],
"receipt_hash": "9e3c2bd4"
}
]ε_group = ‖Λᵀ J Λ − J‖_F, ε_manifold = |⟨Λx, Λx⟩_L − ⟨x, x⟩_L|, ε_det = ||det Λ| − 1|.
ε_Lorentz ‖AᵀJA − J‖
0.7500
ε_manifold |⟨Ax,Ax⟩+1|
0.0517
ε_det ||det A| − 1|
0.5000
det A
0.5000
Matrix A
| 1.0000 | 0 | 0 |
| 0 | 0.9553 | -0.1478 |
| 0 | 0.2955 | 0.4777 |
At least one invariant fails. This is not an element of O(1, 2).
Seeded samples of the same constructions. Use this to catch a coding error, not to prove D(σ)ᵀ D(σ) = I.