Claim and Scenario Workflow Mermaid

graph TB
 Start[User Submission
Text/URL/Single Claim]
 Extract{Claim Extraction
LLM Analysis}
 ValidateClaims{Validate Claims
Clear & Distinct?}
 Single[Single Claim]
 Multi[Multiple Claims]
 Queue[Parallel Processing]
 
 Process[Process Claim
AKEL Analysis]
 Evidence[Gather Evidence
LLM + Sources]
 Scenarios[Generate Scenarios
LLM Analysis]
 CrossRef[Cross-Reference
Evidence & Scenarios]
 Verdict[Generate Verdict
Confidence + Risk]
 Review{Confidence
Check}
 Publish[Publish Verdict]
 HumanReview[Human Review Queue]
 
 Start --> Extract
 Extract --> ValidateClaims
 ValidateClaims -->|Valid| Single
 ValidateClaims -->|Valid| Multi
 ValidateClaims -->|Invalid| Start
 
 Single --> Process
 Multi --> Queue
 Queue -->|Each Claim| Process
 
 Process --> Evidence
 Process --> Scenarios
 Evidence --> CrossRef
 Scenarios --> CrossRef
 CrossRef --> Verdict
 
 Verdict --> Review
 Review -->|High Confidence| Publish
 Review -->|Low Confidence| HumanReview
 HumanReview --> Publish
 
 style Extract fill:#e1f5ff
 style Queue fill:#fff4e1
 style Process fill:#f0f0f0
 style HumanReview fill:#ffe1e1