MJos Predictive Model | First manifestation of the Bangel Language

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

TR-CORE-NODES / Teal / Review draft

R lifecycle, nodes and variance

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
13
TEAL-RERUN-03-B001 | RELATED_EXECUTION_EVIDENCE_AVAILABLE
TR-CORE-NODES / R lifecycle, nodes and variance
IF
A model enters R/R1, prediction nodes and an R2/evidence stage.
HOW
Keep lifecycle order and source-specific node rules explicit. The language topology model, Pink node gain and
water-risk node decay are distinct equations; do not replace them with one generic damping rule.
THEN
Retain each model's bounded result, provenance and missingness. A traversal marker is not proof of physical
observation.
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
bangel:language/python/src/bangel/topology.py; bangel:language/python/src/bangel/state.py;
associated-core:reference/src/bangel/topology.py; associated-core:reference/src/bangel/state.py

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED