Constitutive Provenance: A Sentence-Level Countermeasure Against Composition-Layer Erasure
Abstract
A construction pattern for documents whose faithful use requires carrying their provenance. The principle: make the provenance load-bearing in the answer the model is trying to extract, so that traversing-without-carrying yields a wrong answer. SIM marks; constitution binds. Component of the SPXI/SIM family (EA-SPXI-CPROV-01).
Fields of Study & Subjects
Scientific Computing and Data Management
Machine Learning in Materials Science
Digital Humanities and Scholarship
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 June 2026