MJos Predictive Model | First manifestation of the Bangel Language

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

MJOS-20260924-BANGEL-LANGUAGE-BLUE / Blue / Review draft

Bangel Language - Reference briefs

New project sequence ยท proposed bindings

Typed measurement authoring through Elsa, independent JP admission and Joanna execution.

Bangel Language / Blue

MJos Predictive Model | First manifestation of the Bangel Language
MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

PROJECT REFERENCE
Typed measurement authoring through Elsa, independent JP admission and Joanna execution.

OBSERVABLE BEHAVIOR
- General typed quantities, measurements, typed unknowns, bounded control flow, modules, Elsa compilation, independent JP admission and Joanna runtime/receipts.
- Native C# source and Python implementation; GIN interval and temporal/evidence models.
- Historical paper records and computational profiles share the toolchain.

TYPED CONTRACT
- Unknown[T] distinct from zero
- Quantity: magnitude + unit
- ProgramIdentity: source and toolchain version
- Receipt: status + outputs + provenance

DECISION RULE
Return a receipt with PASS/HOLD and evidence; host effects require independent authorization.

CONSUMER RULE
Read the result status before interpreting its value. Preserve the tenant, project, source version and evidence context. Do not treat a missing record, an unexecuted proposal or a successful computation as an authorized external action.

EVIDENCE LIMITS
- Fresh package execution was not performed here; README test counts refer to named prior candidates.
- Complete GIN lifecycle, all formula conversion and 189 Purple/Yellow relationship meanings remain open per source documentation.
- Do not conflate compilation PASS with permission to act.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED