01
Ingest
Curated RSS feeds and monitored publishers generate candidate article records.
02
Extract
Candidate claims are extracted manually or semi-assisted from high-signal content.
03
Review
Editorial review validates specificity, attribution, evidence relevance and significance.
04
Canonicalise
The claim receives a permanent canonical record linked to claimant and provenance entities.
05
Publish
The claim appears in the public ledger with evidence trails, timelines and confidence scoring.
Canonical transformation rules
Specificity requirement
Claims should be materially specific and attributable to a named claimant or institution.
Evidence relevance
Claims should support meaningful evidence analysis rather than vague commentary.
Timeline capability
Claims should support future updates, revisions or measurable developments over time.
Canonical identity
Each published claim receives a stable permanent claim identifier.
Future operational architecture
curated RSS
→ ingestion queue
→ extraction review
→ claimant matching
→ source matching
→ evidence enrichment
→ confidence scoring
→ canonical publication
→ timeline updates
→ relationship graphing