MJos Predictive Model | First manifestation of the Bangel Language
New project sequence ยท proposed bindings
Typed measurement authoring through Elsa, independent JP admission and Joanna execution.
Bangel Language / Teal MJos Predictive Model | First manifestation of the Bangel Language MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida IF / HOW / THEN IF Source and inputs satisfy the versioned admitted language contract. HOW Preserve type/unit/missingness, compile with Elsa, independently admit JP and execute with Joanna under limits. THEN Return a receipt with PASS/HOLD and evidence; host effects require independent authorization. EVIDENCE GATES Bind the request to its exact source/profile and permitted scope. Validate required fields and units before comparison. Preserve UNKNOWN and reject incompatible or stale evidence. A failed authority check remains DENY; absent supporting evidence remains HOLD. PROJECT-SPECIFIC CONSTRAINTS - 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. RECONCILIATION Store the actual result separately from a later outcome. Append discrepancies without changing the earlier prediction or receipt. This is a newly authored documentary logic contract, not a report of an executed Bangel adapter. 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.