Claim and Scenario Lifecycle (Overview)

Claim and Scenario Lifecycle (Overview)

flowchart TD
    classDef ai fill:#e8f5e9,stroke:#2e7d32,stroke-width:2px,stroke-dasharray: 5 5;
    classDef phase fill:#f5f5f5,stroke:#999,stroke-width:1px;
    classDef ucm fill:#fff3e0,stroke:#e65100,stroke-width:2px;
    %% 1. Submission
    subgraph Submission ["1. Submission"]
        direction TB
        Input[Registered User Submits URL/Text] --> Parse[AKEL Parses Input]
        Parse:::ai --> Claims[Extract Claims]
        Claims:::ai --> Contexts[Detect AnalysisContexts]
    end
    %% 2. Evidence Retrieval
    subgraph Evidence ["2. Evidence Retrieval"]
        direction TB
        Search[AI Web Search]:::ai --> Fetch[Source Fetching]
        Fetch:::ai --> Extract[Evidence Extraction]
        Extract:::ai --> Quality[Quality Filtering]
        Quality:::ai
    end
    %% 3. Verdict Generation
    subgraph Verdicts ["3. Verdict Generation"]
        direction TB
        PerContext[Per-Context Verdicts]:::ai --> Aggregate[Cross-Context Aggregation]
        Aggregate:::ai --> GateCheck[Quality Gate Check]
        GateCheck:::ai
    end
    %% 4. Presentation
    subgraph Public ["4. Public Presentation"]
        direction TB
        Summary[Analysis Summary]
        TruthScale[7-Point Truth Scale]
        EvidenceView[Evidence & Sources]
    end
    %% 5. UCM Feedback Loop
    subgraph UCMLoop ["5. System Improvement"]
        direction TB
        Metrics[Monitor Quality Metrics]
        UCMConfig[UCM Config Update]:::ucm
    end
    %% Flow
    Submission --> Evidence
    Evidence --> Verdicts
    Verdicts --> Public
    Public -.-> Metrics
    UCMConfig -.->|improved config| Submission

Fully automated pipeline. No human editing of analysis data. System improvements flow through UCM configuration changes (dashed orange).