Preprint / scholarly article
Record Absence and Preference Reorganization on a Fixed Comparison Frame
- Published
- DOI
- 10.5281/zenodo.19272154
Abstract
This preprint develops a certificate-based comparison theory for how record absence changes preference over legacy claims on a fixed comparison frame. It formalizes exact and approximate absence, corrective-disclosure, and closure-asymmetry results under auditable local certificates and baseline admissibility constraints.
Keywords
- record absence
- preference reorganization
- fixed comparison frame
- legacy labels
- ontology change
- baseline robustness
- admissibility preorder
- certificate-based comparison
- block-local theorem
- boundary-state fibers
- residual coupling
- auditable AI
- provenance
- record-grounded update
- corrective disclosure
- closure asymmetry
- support graphs
- belief revision
- default reasoning
- retrieval-augmented generation