cite-guard-ground

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