By name: cite-guard-ground description: > Stage ground: evaluates whether each reference supports the claims it is cited for; fetches evidence preferring md/html/tex/rtf/txt/pdf; writes ground_* columns and produces grounding reports. license: MIT metadata: version: 1.0.0 category: research-qa tags: [grounding, claims, evidence]
cite-guard-ground
Extracts atomic claim-sentences from TeX, maps cited keys, then for each reference:
- fetches best available evidence (md > html > tex > rtf > txt > pdf)
- selects snippets with keyword overlap
- computes a heuristic support score (supported/weak/unsupported/contradicted)
- emits safe LaTeX rewrite suggestions for high-priority unsupported claims
Per reference outputs:
- ground_quality [0-100]
- ground_confidence [0-100]
- ground_remediation
Artifacts:
- out/claims.json
- out/grounding_report.md
- out/rewrites.tex
- out/evidence_cache/
Run: /cite_guard_ground or python3 ... ground --fetch