Every generated document now goes through a second, independent Ollama call
(synth/counter_run.py) before anything is written to output/: it checks quotes,
figures, named theoretical connections, and cross-source correlations against
the exact context the original synthesis pass saw, dropping anything that
doesn't trace back to it. A quote the model claims is grounded also gets a
deterministic substring-search backstop, since that's the one claim type
checkable without trusting the verifying call's own word for it.
The verifier shares the same RCI-derived theoretical basis as the document
it's checking, not a neutral outside standard — its job is confirming the
underlying facts are real and the theory genuinely matches their structure,
not flagging correct Marxist analysis as unverifiable for being theoretical
rather than a bare fact.
Fails safe in one direction only: a document that can't be verified at all
(Ollama unreachable a second time) is kept but marked unverified, never
silently passed through unchecked and never blanked outright. A document that
fails entirely is replaced with an honest "withheld pending verification"
placeholder.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPD1RhBsjdFKFLpMCLiVT6
Amir Alexander Abdelbaki