Local Level Lab

Airborne measurements. Open methods.

Ambiguity under the original long-study observations

4/4 numerical tasks complete; 6/12 calibrations meet the actual training constraints.

These cases use the original nonzero truth and stored perturbed observations, not the earlier zero-reference fixture. Every candidate is checked at all five original training times before its later displacement is interpreted.

Processing Feasible calibrations Sampled N spread Sampled E spread Sampled height spread
Zero removal 4/6 13.328 m 5.365 m 0.642 m
Profiled removal 2/6 5.898 m 6.049 m 0.128 m

Spreads include the known truth. They are sampled numerical separations, not outer uncertainty bounds. The original width targets remain 20/20/50 m. A small sampled spread does not establish those targets over the whole domain.

Processing North objective Scale Training maximum Future N / E / height change Feasible
Zero Negative 1/50 0.297 m -2.731 / 0.585 / 0.158 m Yes
Zero Negative 1/20 0.868 m -7.074 / 0.051 / 0.585 m Yes
Zero Negative 1/10 4.106 m -14.984 / -4.574 / 1.799 m No
Zero Positive 1/50 0.337 m 2.599 / -1.342 / -0.056 m Yes
Zero Positive 1/20 0.776 m 6.254 / -4.780 / 0.052 m Yes
Zero Positive 1/10 3.968 m 11.701 / -14.342 / 0.750 m No
Profiled Negative 1/50 0.326 m -2.636 / 2.545 / 0.128 m Yes
Profiled Negative 1/20 1.155 m -5.426 / 4.567 / 0.629 m No
Profiled Negative 1/10 5.260 m -7.018 / 3.163 / 2.280 m No
Profiled Positive 1/50 0.355 m 3.263 / -3.505 / 0.039 m Yes
Profiled Positive 1/20 1.059 m 9.344 / -10.565 / 0.411 m No
Profiled Positive 1/10 5.092 m 22.692 / -27.158 / 1.880 m No

All points are saved before new outcomes. LP feasibility is only a proposal check; the nonlinear predictions determine the reported training label. Every scale is retained, including failures. No candidate causes a retry, a changed limit or an update to the running study.

There are no new aircraft fits or original-data reads. These results do not establish native floating-point execution error, an aircraft error law, statistical significance or a change to the 53-stretch findings.

Frozen limits · Earlier zero-reference diagnostic · Prediction requirements.