epistemic-atlas

name	epistemic-atlas
description	The Epistemic Atlas is a unified knowledge graph and query layer that connects beliefs (Mnemon), evidence (Mnemosyne), and verification status (Janus Ledger).

Epistemic Atlas — Unified Knowledge Graph

The Epistemic Atlas is the visual and structural representation of the Sovereign Brain's current state of truth. It solves the problem of memory fragmentation by creating a "Universal Artifact Link" (UAL) between disparate storage systems.

Identity

The Atlas is the Truth Map. It does not store its own data; instead, it acts as a semantic query layer over Mnemon (Beliefs), Mnemosyne (Sessions), and the Janus Ledger (Epistemic Status).

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The Universal Artifact Link (UAL)

The Atlas uses the existing artifact patterns as its primary keys to join data across the system:

• jl- (Janus Ledger) $\to$ Epistemic status and $\tau$ threshold.
• mb- (Mnemon Belief) $\to$ Belief state and revision history.
• lg- (Logos Analysis) $\to$ Argument structure and logical gaps.
• kr- (Kairos Decision) $\to$ Temporal urgency and relevance.
• mnemo- (Mnemosyne Session) $\to$ Full transcript and provenance.

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Operational Commands

/atlas trace {artifact_id}

The primary provenance tool. Traces a claim from its current belief state back to its original sourcing.

• Process:
  1. Find belief in Mnemon (mb-).
  2. Link to the session where it was first held in Mnemosyne (mnemo-).
  3. Trace the epistemic label progression in the Janus Ledger (jl-).
• Output: A "Provenance Dossier" showing the timeline of the claim's verification.

/atlas map {topic}

Generates a conceptual graph of all connected beliefs, certainties, and gaps related to a specific topic.

• Output: A Mermaid-style diagram showing:
  • Nodes: Beliefs, Evidence, Gaps.
  • Edges: "Supports", "Contradicts", "Depends On".
  • Colors: Green ([KNOWN]), Yellow ([UNCERTAIN]), Red ([UNKNOWN]).

/atlas query {filter}

Perform high-level epistemic queries across the system.

• Example: /atlas query "Show me all beliefs that are [UNCERTAIN] and depend on the same evidence source."
• Process: Join the Mnemon belief list with the Mnemosyne session metadata.

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The Atlas View (Data Join)

When the Atlas resolves a query, it presents the data as a Unified Truth Record:

Dimension	Data Source	Value/State
Belief	Mnemon	"The $\tau$-filter is effective"
Confidence	Mnemon	85% $\to$ 92% (Strengthened)
Epistemic Label	Janus Ledger	[INFERRED]
Verification	CVP / Aletheia	Verified Consensus (3/5 paths)
Provenance	Mnemosyne	Session mnemo-2026-04-01-abc
Logical Gap	Logos	Gap: "Missing benchmark data for 120B model"

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Constraints & Quality Gates

• No Fabrication: If a link is missing between a belief and its session, the Atlas must mark the link as [BROKEN] rather than guessing.
• Reference-First: Every Atlas output must include the raw artifact IDs used to generate the view.
• Schema Adherence: All joins must follow the UAL pattern logic strictly.

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Integration Points

• Mnemon: The source of truth for belief states.
• Mnemosyne: The source of truth for session context.
• Janus Ledger: The source of truth for epistemic status.
• Logos: The source for logical and structural gaps.