FA-5886 / Planar geometry / Open access
Squared heron area times sixteen · case 01
Two Heron factors are duplicated instead of respecting all three sides.
ROOT CAUSE
Two Heron factors are duplicated instead of respecting all three sides.
VERIFIED REPAIR
Apply the specified mathematical contract directly, preserving all terms and boundary cases: return (a+b+c)*(-a+b+c)*(a-b+c)*(a+b-c)
Unsuccessful approach: One of the four factors is omitted.
Case contract
Integer coordinates and lengths, with exact arithmetic except for indicated division results. Lengths are nonnegative. Rectangles are (xmin,ymin,xmax,ymax) with ordered bounds; coordinate vectors have matching dimensions. a,b,c satisfy the non-strict triangle inequality; return sixteen times triangle area squared. Exact operational definition: (a+b+c)*(-a+b+c)*(a-b+c)*(a+b-c)
Why this case matters
Small exact fixtures expose this error without platform timing, external services, or probabilistic observations. Planar geometry results depend on the stated convention.
1 / The failure
Exit 1"""Failure Map reference implementation. Python standard library only."""
import json
import math
import calendar
import statistics
import itertools
from fractions import Fraction
from datetime import date, datetime, timedelta, timezone
from decimal import Decimal, ROUND_HALF_UP, ROUND_DOWN, ROUND_CEILING, ROUND_FLOOR
N = 1
observations = []
def solve(a, b, c):
return (a+b+c)*(a+b+c)*(a+b-c)*(a+b-c)
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
check('fixture 1: (3, 4, 5)', solve(*(3, 4, 5)), 576)
check('fixture 2: (2, 2, 2)', solve(*(2, 2, 2)), 48)
check('fixture 3: (1, 2, 3)', solve(*(1, 2, 3)), 0)
check('fixture 4: (5, 5, 6)', solve(*(5, 5, 6)), 2304)
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 |
|---|---|---|---|
| fixture 1: (3, 4, 5) | 576 | 576 | Passed |
| fixture 2: (2, 2, 2) | 144 | 48 | Failed |
| fixture 3: (1, 2, 3) | 0 | 0 | Passed |
| fixture 4: (5, 5, 6) | 4096 | 2304 | Failed |
SHA-256 / 9876e2ad357537848ade22ce90ad19ac4a9aaeb8864945f3c0fdf4c75b5f662d
2 / The unsuccessful fix
Exit 1"""Failure Map reference implementation. Python standard library only."""
import json
import math
import calendar
import statistics
import itertools
from fractions import Fraction
from datetime import date, datetime, timedelta, timezone
from decimal import Decimal, ROUND_HALF_UP, ROUND_DOWN, ROUND_CEILING, ROUND_FLOOR
N = 1
observations = []
def solve(a, b, c):
return (a+b+c)*(-a+b+c)*(a-b+c)
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
check('fixture 1: (3, 4, 5)', solve(*(3, 4, 5)), 576)
check('fixture 2: (2, 2, 2)', solve(*(2, 2, 2)), 48)
check('fixture 3: (1, 2, 3)', solve(*(1, 2, 3)), 0)
check('fixture 4: (5, 5, 6)', solve(*(5, 5, 6)), 2304)
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 |
|---|---|---|---|
| fixture 1: (3, 4, 5) | 288 | 576 | Failed |
| fixture 2: (2, 2, 2) | 24 | 48 | Failed |
| fixture 3: (1, 2, 3) | 48 | 0 | Failed |
| fixture 4: (5, 5, 6) | 576 | 2304 | Failed |
SHA-256 / c3e2efe0d9bcd887e541e3920a9eab44afd1e5baf3ff97753f64b42238001370
3 / The verified repair
Exit 0"""Failure Map reference implementation. Python standard library only."""
import json
import math
import calendar
import statistics
import itertools
from fractions import Fraction
from datetime import date, datetime, timedelta, timezone
from decimal import Decimal, ROUND_HALF_UP, ROUND_DOWN, ROUND_CEILING, ROUND_FLOOR
N = 1
observations = []
def solve(a, b, c):
return (a+b+c)*(-a+b+c)*(a-b+c)*(a+b-c)
def check(label, actual, expected):
observations.append({"check": label, "actual": actual, "expected": expected, "passed": actual == expected})
check('fixture 1: (3, 4, 5)', solve(*(3, 4, 5)), 576)
check('fixture 2: (2, 2, 2)', solve(*(2, 2, 2)), 48)
check('fixture 3: (1, 2, 3)', solve(*(1, 2, 3)), 0)
check('fixture 4: (5, 5, 6)', solve(*(5, 5, 6)), 2304)
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 |
|---|---|---|---|
| fixture 1: (3, 4, 5) | 576 | 576 | Passed |
| fixture 2: (2, 2, 2) | 48 | 48 | Passed |
| fixture 3: (1, 2, 3) | 0 | 0 | Passed |
| fixture 4: (5, 5, 6) | 2304 | 2304 | Passed |
SHA-256 / 2ec4aace3185c6d64b4adf0329923d5a05307fceae8f8b2b23c7328c109e026a
Verification & scope
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 2026-09-29T14:37:54.933307+00:00.
Case digest / aa8ca409ca9f88e67542521fea1d29ecad39bc1ed3f5c0dbdb7bdffe64e9466a