MJos Predictive Model | First manifestation of the Bangel Language

MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

TR-CORE-HAGAR-INPUT / Teal / Review draft

Hagar probe admission

Terminology revised ยท September 12 evidence

Later individual Teal rerun. The reported execution status is historical and is not a new test result.

TEAL LIBRARY RERUN  |  12 SEPTEMBER 2026  |  Michael Patrick Bangel
20
TEAL-RERUN-03-B001 | RELATED_EXECUTION_EVIDENCE_AVAILABLE
TR-CORE-HAGAR-INPUT / Hagar probe admission
IF
Exactly three independently named sensor slots and prior controller state are submitted.
HOW
Reject duplicate identities and stale sequences; exclude missing, invalid, stale or uncalibrated probes; require
at least two usable probes after robust filtering.
THEN
Return ADVISE only for the bounded model; otherwise HOLD preserves previous state and explicit missing
salinity/variance.
CURRENT EVIDENCE
Fresh related language/paper/water checks are in the evidence ledger. The test count is suite evidence, not
proof of every branch in this requirement.
REMAINING REQUIREMENT
Use the source and recorded case evidence to close remaining per-branch, native-host and full-contract coverage gaps.
SOURCE REFERENCES
associated-core:products/water/bangel/hagar.bangel

Publication is pending owner review. White papers are excluded.

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