FA-88696 / Mesh topology invariants / Open access
Kill-face-make-ring-hole forgets the new handle · case 01
Through-holes are rejected as broken invariants.
ROOT CAUSE
The kfmrh delta removes a face but does not increment G.
VERIFIED REPAIR
kfmrh removes one face and adds one genus.
Unsuccessful approach: Removing a loop too leaves the ring without a face loop.
Case contract
Input: list of Euler operator names applied to counts [V,E,F,L,S,G] starting at zero. Deltas: mvfs(+V,+F,+L,+S), mev(+V,+E), mef(+E,+F,+L), kemr(-E,+L), mekr(+E,-L), kfmrh(-F,+G) and their inverses kvfs, kev, kef, mfkrh. After each op: an unknown name returns ["unknown", i]; a negative count or fewer loops than faces returns ["invalid", i]; a violated Euler-Poincare relation V-E+F-(L-F)=2(S-G) returns ["broken-invariant", i]. Return the final counts.
Why this case matters
Mesh processing pipelines (remeshing, export, simulation, printing) trust these topological counts and adjacency answers; a wrong invariant silently accepts broken meshes or rejects valid ones.
1 / The failure
Exit 1"""Failure Map reference implementation. Python standard library only."""
import json
import math
N = 1
observations = []
def solve(x):
ops=x
V=E=Fc=L=S=G=0
D={'mvfs':(1,0,1,1,1,0),'kvfs':(-1,0,-1,-1,-1,0),'mev':(1,1,0,0,0,0),'kev':(-1,-1,0,0,0,0),
'mef':(0,1,1,1,0,0),'kef':(0,-1,-1,-1,0,0),'kemr':(0,-1,0,1,0,0),'mekr':(0,1,0,-1,0,0),
'kfmrh':(0,0,-1,0,0,0),'mfkrh':(0,0,1,0,0,-1)}
for i,op in enumerate(ops):
if op not in D: return ['unknown',i]
d=D[op]
V,E,Fc,L,S,G=V+d[0],E+d[1],Fc+d[2],L+d[3],S+d[4],G+d[5]
if min(V,E,Fc,L,S,G)<0 or L<Fc: return ['invalid',i]
if V-E+Fc-(L-Fc)!=2*(S-G): return ['broken-invariant',i]
return [V,E,Fc,L,S,G]
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['square with hole ring', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr']], [7, 7, 3, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]]], [['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]], ['unknown op', [['mvfs', 'mev', 'split']], ['unknown', 2]], ['uppercase op', [['mvfs', 'MEV']], ['unknown', 1]], ['loop deficit', [['mvfs', 'mev', 'mekr']], ['invalid', 2]]], [['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]], ['unknown op', [['mvfs', 'mev', 'split']], ['unknown', 2]], ['uppercase op', [['mvfs', 'MEV']], ['unknown', 1]], ['loop deficit', [['mvfs', 'mev', 'mekr']], ['invalid', 2]], ['two shells', [['mvfs', 'mev', 'mvfs', 'mev', 'mev', 'mef']], [5, 4, 3, 3, 2, 0]], ['face without loop', [['mvfs', 'mfkrh']], ['invalid', 1]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]], [['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['two shells', [['mvfs', 'mev', 'mvfs', 'mev', 'mev', 'mef']], [5, 4, 3, 3, 2, 0]], ['face without loop', [['mvfs', 'mfkrh']], ['invalid', 1]], ['build and kill', [['mvfs', 'mev', 'mev', 'mef', 'kef', 'kev', 'kev', 'kvfs']], [0, 0, 0, 0, 0, 0]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]], [['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['square with hole ring', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr']], [7, 7, 3, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]]]
for label, args, expected in fixtures[N-1]:
check(label, solve(*args), expected)
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| triangle lamina | [3, 3, 2, 2, 1, 0] | [3, 3, 2, 2, 1, 0] | Passed |
| tetrahedron | [4, 6, 4, 4, 1, 0] | [4, 6, 4, 4, 1, 0] | Passed |
| square with hole ring | [7, 7, 3, 4, 1, 0] | [7, 7, 3, 4, 1, 0] | Passed |
| torus handle | ['broken-invariant', 10] | [7, 7, 2, 4, 1, 1] | Failed |
| undo handle | ['broken-invariant', 10] | [7, 7, 3, 4, 1, 0] | Failed |
| ring then remake edge | [4, 4, 2, 2, 1, 0] | [4, 4, 2, 2, 1, 0] | Passed |
| kill edge on empty | ['invalid', 1] | ['invalid', 1] | Passed |
SHA-256 / 627c3e0524e9aaf01cd6cb34a023ea43351f02f5024394029de762b4327d08a1
2 / The unsuccessful fix
Exit 1"""Failure Map reference implementation. Python standard library only."""
import json
import math
N = 1
observations = []
def solve(x):
ops=x
V=E=Fc=L=S=G=0
D={'mvfs':(1,0,1,1,1,0),'kvfs':(-1,0,-1,-1,-1,0),'mev':(1,1,0,0,0,0),'kev':(-1,-1,0,0,0,0),
'mef':(0,1,1,1,0,0),'kef':(0,-1,-1,-1,0,0),'kemr':(0,-1,0,1,0,0),'mekr':(0,1,0,-1,0,0),
'kfmrh':(0,0,-1,-1,0,1),'mfkrh':(0,0,1,0,0,-1)}
for i,op in enumerate(ops):
if op not in D: return ['unknown',i]
d=D[op]
V,E,Fc,L,S,G=V+d[0],E+d[1],Fc+d[2],L+d[3],S+d[4],G+d[5]
if min(V,E,Fc,L,S,G)<0 or L<Fc: return ['invalid',i]
if V-E+Fc-(L-Fc)!=2*(S-G): return ['broken-invariant',i]
return [V,E,Fc,L,S,G]
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['square with hole ring', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr']], [7, 7, 3, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]]], [['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]], ['unknown op', [['mvfs', 'mev', 'split']], ['unknown', 2]], ['uppercase op', [['mvfs', 'MEV']], ['unknown', 1]], ['loop deficit', [['mvfs', 'mev', 'mekr']], ['invalid', 2]]], [['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]], ['unknown op', [['mvfs', 'mev', 'split']], ['unknown', 2]], ['uppercase op', [['mvfs', 'MEV']], ['unknown', 1]], ['loop deficit', [['mvfs', 'mev', 'mekr']], ['invalid', 2]], ['two shells', [['mvfs', 'mev', 'mvfs', 'mev', 'mev', 'mef']], [5, 4, 3, 3, 2, 0]], ['face without loop', [['mvfs', 'mfkrh']], ['invalid', 1]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]], [['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['two shells', [['mvfs', 'mev', 'mvfs', 'mev', 'mev', 'mef']], [5, 4, 3, 3, 2, 0]], ['face without loop', [['mvfs', 'mfkrh']], ['invalid', 1]], ['build and kill', [['mvfs', 'mev', 'mev', 'mef', 'kef', 'kev', 'kev', 'kvfs']], [0, 0, 0, 0, 0, 0]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]], [['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['square with hole ring', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr']], [7, 7, 3, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]]]
for label, args, expected in fixtures[N-1]:
check(label, solve(*args), expected)
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| triangle lamina | [3, 3, 2, 2, 1, 0] | [3, 3, 2, 2, 1, 0] | Passed |
| tetrahedron | [4, 6, 4, 4, 1, 0] | [4, 6, 4, 4, 1, 0] | Passed |
| square with hole ring | [7, 7, 3, 4, 1, 0] | [7, 7, 3, 4, 1, 0] | Passed |
| torus handle | ['broken-invariant', 10] | [7, 7, 2, 4, 1, 1] | Failed |
| undo handle | ['broken-invariant', 10] | [7, 7, 3, 4, 1, 0] | Failed |
| ring then remake edge | [4, 4, 2, 2, 1, 0] | [4, 4, 2, 2, 1, 0] | Passed |
| kill edge on empty | ['invalid', 1] | ['invalid', 1] | Passed |
SHA-256 / b418b7ec034a7009b208f955ae3d01cbea78be24900fab4f2fc1de6c0784d425
3 / The verified repair
Exit 0"""Failure Map reference implementation. Python standard library only."""
import json
import math
N = 1
observations = []
def solve(x):
ops=x
V=E=Fc=L=S=G=0
D={'mvfs':(1,0,1,1,1,0),'kvfs':(-1,0,-1,-1,-1,0),'mev':(1,1,0,0,0,0),'kev':(-1,-1,0,0,0,0),
'mef':(0,1,1,1,0,0),'kef':(0,-1,-1,-1,0,0),'kemr':(0,-1,0,1,0,0),'mekr':(0,1,0,-1,0,0),
'kfmrh':(0,0,-1,0,0,1),'mfkrh':(0,0,1,0,0,-1)}
for i,op in enumerate(ops):
if op not in D: return ['unknown',i]
d=D[op]
V,E,Fc,L,S,G=V+d[0],E+d[1],Fc+d[2],L+d[3],S+d[4],G+d[5]
if min(V,E,Fc,L,S,G)<0 or L<Fc: return ['invalid',i]
if V-E+Fc-(L-Fc)!=2*(S-G): return ['broken-invariant',i]
return [V,E,Fc,L,S,G]
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
fixtures = [[['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['square with hole ring', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr']], [7, 7, 3, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]]], [['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]], ['unknown op', [['mvfs', 'mev', 'split']], ['unknown', 2]], ['uppercase op', [['mvfs', 'MEV']], ['unknown', 1]], ['loop deficit', [['mvfs', 'mev', 'mekr']], ['invalid', 2]]], [['kill edge on empty', [['mvfs', 'kev']], ['invalid', 1]], ['unknown op', [['mvfs', 'mev', 'split']], ['unknown', 2]], ['uppercase op', [['mvfs', 'MEV']], ['unknown', 1]], ['loop deficit', [['mvfs', 'mev', 'mekr']], ['invalid', 2]], ['two shells', [['mvfs', 'mev', 'mvfs', 'mev', 'mev', 'mef']], [5, 4, 3, 3, 2, 0]], ['face without loop', [['mvfs', 'mfkrh']], ['invalid', 1]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]], [['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['two shells', [['mvfs', 'mev', 'mvfs', 'mev', 'mev', 'mef']], [5, 4, 3, 3, 2, 0]], ['face without loop', [['mvfs', 'mfkrh']], ['invalid', 1]], ['build and kill', [['mvfs', 'mev', 'mev', 'mef', 'kef', 'kev', 'kev', 'kvfs']], [0, 0, 0, 0, 0, 0]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]], [['triangle lamina', [['mvfs', 'mev', 'mev', 'mef']], [3, 3, 2, 2, 1, 0]], ['tetrahedron', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mef', 'mef']], [4, 6, 4, 4, 1, 0]], ['square with hole ring', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr']], [7, 7, 3, 4, 1, 0]], ['torus handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh']], [7, 7, 2, 4, 1, 1]], ['undo handle', [['mvfs', 'mev', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mfkrh']], [7, 7, 3, 4, 1, 0]], ['ring then remake edge', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'kemr', 'mekr']], [4, 4, 2, 2, 1, 0]], ['hole into lamina', [['mvfs', 'mev', 'mev', 'mef', 'mev', 'mev', 'mev', 'mef', 'kemr', 'kfmrh', 'mev']], [7, 7, 2, 4, 1, 1]]]]
for label, args, expected in fixtures[N-1]:
check(label, solve(*args), expected)
print(json.dumps({"observations": observations, "passed": all(x["passed"] for x in observations)}, ensure_ascii=False))
raise SystemExit(0 if all(x["passed"] for x in observations) else 1)
| Boundary fixture | Actual | Expected | Outcome |
|---|---|---|---|
| triangle lamina | [3, 3, 2, 2, 1, 0] | [3, 3, 2, 2, 1, 0] | Passed |
| tetrahedron | [4, 6, 4, 4, 1, 0] | [4, 6, 4, 4, 1, 0] | Passed |
| square with hole ring | [7, 7, 3, 4, 1, 0] | [7, 7, 3, 4, 1, 0] | Passed |
| torus handle | [7, 7, 2, 4, 1, 1] | [7, 7, 2, 4, 1, 1] | Passed |
| undo handle | [7, 7, 3, 4, 1, 0] | [7, 7, 3, 4, 1, 0] | Passed |
| ring then remake edge | [4, 4, 2, 2, 1, 0] | [4, 4, 2, 2, 1, 0] | Passed |
| kill edge on empty | ['invalid', 1] | ['invalid', 1] | Passed |
SHA-256 / bbd0be7199e1f72f87fe9edc3b56547511e7a92a63f122f4810f8da33f21c11a
Verification & scope
Pure combinatorial teaching model over integer face lists with a stipulated contract; no geometry kernel or file format is implied. This reproducer isolates one failure mechanism. Results cover the supplied fixtures. Variants within a family share a test contract and should remain grouped when constructing evaluation splits. Related mechanisms with a shared evaluation_group must also remain together; these controlled models are not independent production incidents.
Observations recorded using Python 3.12.14 at 2026-09-29T14:51:10.387708+00:00.
Case digest / 51d061b15cdc21ca19579a6eaf454108feaf75dab9d8c6d6b222a65308b2ba25