external-lifecycle-operates-within-rich-governance
IN derived (depth 7)
External beliefs achieve complete automated lifecycle management within a metadata-enabled source-grounded governance framework — creation, reconciliation, staleness detection, and ongoing maintenance all operate under rich governance extending beyond binary truth values to structured lifecycle state.
Summary
The system can fully manage external beliefs on autopilot — creating them, keeping them in sync with their sources, detecting when they go stale, and maintaining them over time — all without manual intervention. Crucially, this automation operates within a governance layer that tracks more than just whether something is true or false; it carries structured metadata about source integrity, staleness reasons, and challenges, meaning the system doesn't just manage lifecycle mechanically but does so with verifiable accountability tied back to concrete source checks.
Justifications
SL — External lifecycle completeness operates within metadata-enabled governance, not independently of it
Antecedents (all must be IN):
- external-lifecycle-is-complete-and-automatically-maintained — External beliefs achieve both complete lifecycle management (dual reconciliation modes with heterogeneous truth state handling and staleness detection) and automated ongoing maintenance (idempotent sync with cascade preservation and full source staleness coverage), enabling zero-touch external belief management
- lifecycle-governance-is-metadata-enabled-and-source-grounded — Rich lifecycle governance — extending beyond binary IN/OUT truth through extensible metadata carrying retraction flags, stale reasons, access tags, and challenges — is concretely grounded in fail-safe source integrity: the source pipeline (convention-based resolution, collision-resistant SHA-256 hashing, comprehensive staleness detection) populates and verifies the metadata state that enables lifecycle governance, closing the loop between abstract lifecycle management and concrete source verification.