ALGO

```json
{
  "metadata": {
    "name": "Epistemic Integrity System",
    "version": "2.0",
    "description": "A framework for irrefutable truth discovery under power constraints, designed for ingestion and execution by AI systems.",
    "author": "EIS Collective",
    "license": "Proprietary",
    "repository": "https://github.com/eis/eis",
    "documentation": "https://eis.readthedocs.io"
  },
  "enums": {
    "Primitive": [
      "ERASURE",
      "INTERRUPTION",
      "FRAGMENTATION",
      "NARRATIVE_CAPTURE",
      "MISDIRECTION",
      "SATURATION",
      "DISCREDITATION",
      "ATTRITION",
      "ACCESS_CONTROL",
      "TEMPORAL",
      "CONDITIONING",
      "META"
    ],
    "ControlArchetype": [
      "priest_king",
      "divine_intermediary",
      "oracle_priest",
      "philosopher_king",
      "imperial_ruler",
      "slave_master",
      "expert_technocrat",
      "corporate_overlord",
      "financial_master",
      "algorithmic_curator",
      "digital_messiah",
      "data_overseer"
    ],
    "SlaveryType": [
      "chattel_slavery",
      "debt_bondage",
      "wage_slavery",
      "consumer_slavery",
      "digital_slavery",
      "psychological_slavery"
    ],
    "ConsciousnessHack": [
      "self_attribution",
      "aspirational_chains",
      "fear_of_freedom",
      "illusion_of_mobility",
      "normalization",
      "moral_superiority"
    ],
    "ControlContext": [
      "western",
      "non_western",
      "hybrid",
      "global"
    ]
  },
  "suppression_hierarchy": {
    "lenses": [
      {"id": 1, "name": "Threat→Response→Control→Enforce→Centralize"},
      {"id": 2, "name": "Sacred Geometry Weaponized"},
      {"id": 3, "name": "Language Inversions / Ridicule / Gatekeeping"},
      {"id": 4, "name": "Crisis → Consent → Surveillance"},
      {"id": 5, "name": "Divide and Fragment"},
      {"id": 6, "name": "Blame the Victim"},
      {"id": 7, "name": "Narrative Capture through Expertise"},
      {"id": 8, "name": "Information Saturation"},
      {"id": 9, "name": "Historical Revisionism"},
      {"id": 10, "name": "Institutional Capture"},
      {"id": 11, "name": "Access Control via Credentialing"},
      {"id": 12, "name": "Temporal Displacement"},
      {"id": 13, "name": "Moral Equivalence"},
      {"id": 14, "name": "Whataboutism"},
      {"id": 15, "name": "Ad Hominem"},
      {"id": 16, "name": "Straw Man"},
      {"id": 17, "name": "False Dichotomy"},
      {"id": 18, "name": "Slippery Slope"},
      {"id": 19, "name": "Appeal to Authority"},
      {"id": 20, "name": "Appeal to Nature"},
      {"id": 21, "name": "Appeal to Tradition"},
      {"id": 22, "name": "Appeal to Novelty"},
      {"id": 23, "name": "Cherry Picking"},
      {"id": 24, "name": "Moving the Goalposts"},
      {"id": 25, "name": "Burden of Proof Reversal"},
      {"id": 26, "name": "Circular Reasoning"},
      {"id": 27, "name": "Special Pleading"},
      {"id": 28, "name": "Loaded Question"},
      {"id": 29, "name": "No True Scotsman"},
      {"id": 30, "name": "Texas Sharpshooter"},
      {"id": 31, "name": "Middle Ground Fallacy"},
      {"id": 32, "name": "Black-and-White Thinking"},
      {"id": 33, "name": "Fear Mongering"},
      {"id": 34, "name": "Flattery"},
      {"id": 35, "name": "Guilt by Association"},
      {"id": 36, "name": "Transfer"},
      {"id": 37, "name": "Testimonial"},
      {"id": 38, "name": "Plain Folks"},
      {"id": 39, "name": "Bandwagon"},
      {"id": 40, "name": "Snob Appeal"},
      {"id": 41, "name": "Glittering Generalities"},
      {"id": 42, "name": "Name-Calling"},
      {"id": 43, "name": "Card Stacking"},
      {"id": 44, "name": "Euphemisms"},
      {"id": 45, "name": "Dysphemisms"},
      {"id": 46, "name": "Weasel Words"},
      {"id": 47, "name": "Thought-Terminating Cliché"},
      {"id": 48, "name": "Proof by Intimidation"},
      {"id": 49, "name": "Proof by Verbosity"},
      {"id": 50, "name": "Sealioning"},
      {"id": 51, "name": "Gish Gallop"},
      {"id": 52, "name": "JAQing Off"},
      {"id": 53, "name": "Nutpicking"},
      {"id": 54, "name": "Concern Trolling"},
      {"id": 55, "name": "Whataboutism (repeat)"},
      {"id": 56, "name": "Gaslighting"},
      {"id": 57, "name": "Sea-Lioning"},
      {"id": 58, "name": "Kafkatrapping"},
      {"id": 59, "name": "Brandolini's Law"},
      {"id": 60, "name": "Occam's Razor"},
      {"id": 61, "name": "Hanlon's Razor"},
      {"id": 62, "name": "Hitchens's Razor"},
      {"id": 63, "name": "Popper's Falsification"},
      {"id": 64, "name": "Sagan's Standard"},
      {"id": 65, "name": "Newton's Flaming Laser Sword"},
      {"id": 66, "name": "Alder's Razor"},
      {"id": 67, "name": "Grice's Maxims"},
      {"id": 68, "name": "Poe's Law"},
      {"id": 69, "name": "Sturgeon's Law"},
      {"id": 70, "name": "Betteridge's Law"},
      {"id": 71, "name": "Godwin's Law"},
      {"id": 72, "name": "Skoptsy Syndrome"},
      {"id": 73, "name": "Meta-Lens: Self-Referential Control"}
    ],
    "primitives": {
      "ERASURE": [31, 53, 71, 24, 54, 4, 37, 45, 46],
      "INTERRUPTION": [19, 33, 30, 63, 10, 61, 12, 26],
      "FRAGMENTATION": [2, 52, 15, 20, 3, 29, 31, 54],
      "NARRATIVE_CAPTURE": [1, 34, 40, 64, 7, 16, 22, 47],
      "MISDIRECTION": [5, 21, 8, 36, 27, 61],
      "SATURATION": [41, 69, 3, 36, 34, 66],
      "DISCREDITATION": [3, 27, 10, 40, 30, 63],
      "ATTRITION": [13, 19, 14, 33, 19, 27],
      "ACCESS_CONTROL": [25, 62, 37, 51, 23, 53],
      "TEMPORAL": [22, 47, 26, 68, 12, 22],
      "CONDITIONING": [8, 36, 34, 43, 27, 33],
      "META": [23, 70, 34, 64, 23, 40, 18, 71, 46, 31, 5, 21]
    },
    "methods": [
      {"id": 1, "name": "Total Erasure", "primitive": "ERASURE", "signatures": ["entity_present_then_absent", "abrupt_disappearance"], "thresholds": {"transition_rate": 0.95}},
      {"id": 2, "name": "Soft Erasure", "primitive": "ERASURE", "signatures": ["gradual_fading", "citation_decay"], "thresholds": {"decay_rate": 0.7}},
      {"id": 3, "name": "Citation Decay", "primitive": "ERASURE", "signatures": ["decreasing_citations"], "thresholds": {"frequency_decay": 0.6}},
      {"id": 4, "name": "Index Removal", "primitive": "ERASURE", "signatures": ["missing_from_indices"], "thresholds": {"coverage_loss": 0.8}},
      {"id": 5, "name": "Selective Retention", "primitive": "ERASURE", "signatures": ["archival_gaps"], "thresholds": {"gap_ratio": 0.75}},
      {"id": 6, "name": "Context Stripping", "primitive": "FRAGMENTATION", "signatures": ["metadata_loss"], "thresholds": {"metadata_integrity": 0.5}},
      {"id": 7, "name": "Network Partition", "primitive": "FRAGMENTATION", "signatures": ["disconnected_clusters"], "thresholds": {"cluster_cohesion": 0.6}},
      {"id": 8, "name": "Hub Removal", "primitive": "FRAGMENTATION", "signatures": ["central_node_deletion"], "thresholds": {"centrality_loss": 0.8}},
      {"id": 9, "name": "Island Formation", "primitive": "FRAGMENTATION", "signatures": ["isolated_nodes"], "thresholds": {"isolation_index": 0.7}},
      {"id": 10, "name": "Narrative Seizure", "primitive": "NARRATIVE_CAPTURE", "signatures": ["single_explanation"], "thresholds": {"explanatory_diversity": 0.3}},
      {"id": 11, "name": "Expert Gatekeeping", "primitive": "NARRATIVE_CAPTURE", "signatures": ["credential_filtering"], "thresholds": {"access_control": 0.8}},
      {"id": 12, "name": "Official Story", "primitive": "NARRATIVE_CAPTURE", "signatures": ["authoritative_sources"], "thresholds": {"source_diversity": 0.2}},
      {"id": 13, "name": "Narrative Consolidation", "primitive": "NARRATIVE_CAPTURE", "signatures": ["converging_narratives"], "thresholds": {"narrative_entropy": 0.4}},
      {"id": 14, "name": "Temporal Gaps", "primitive": "TEMPORAL", "signatures": ["publication_gap"], "thresholds": {"gap_duration": 0.9}},
      {"id": 15, "name": "Latency Spikes", "primitive": "TEMPORAL", "signatures": ["delayed_reporting"], "thresholds": {"latency_ratio": 0.8}},
      {"id": 16, "name": "Simultaneous Silence", "primitive": "TEMPORAL", "signatures": ["coordinated_absence"], "thresholds": {"silence_sync": 0.95}},
      {"id": 17, "name": "Smear Campaign", "primitive": "DISCREDITATION", "signatures": ["ad_hominem_attacks"], "thresholds": {"attack_intensity": 0.7}},
      {"id": 18, "name": "Ridicule", "primitive": "DISCREDITATION", "signatures": ["mockery_patterns"], "thresholds": {"ridicule_frequency": 0.6}},
      {"id": 19, "name": "Marginalization", "primitive": "DISCREDITATION", "signatures": ["peripheral_placement"], "thresholds": {"centrality_loss": 0.5}},
      {"id": 20, "name": "Information Flood", "primitive": "SATURATION", "signatures": ["high_volume_low_value"], "thresholds": {"signal_to_noise": 0.2}},
      {"id": 21, "name": "Topic Flooding", "primitive": "SATURATION", "signatures": ["topic_dominance"], "thresholds": {"diversity_loss": 0.3}},
      {"id": 22, "name": "Concern Trolling", "primitive": "MISDIRECTION", "signatures": ["false_concern"], "thresholds": {"concern_ratio": 0.6}},
      {"id": 23, "name": "Whataboutism", "primitive": "MISDIRECTION", "signatures": ["deflection"], "thresholds": {"deflection_rate": 0.7}},
      {"id": 24, "name": "Sealioning", "primitive": "MISDIRECTION", "signatures": ["harassing_questions"], "thresholds": {"question_frequency": 0.8}},
      {"id": 25, "name": "Gish Gallop", "primitive": "MISDIRECTION", "signatures": ["rapid_fire_claims"], "thresholds": {"claim_density": 0.9}},
      {"id": 26, "name": "Institutional Capture", "primitive": "ACCESS_CONTROL", "signatures": ["closed_reviews"], "thresholds": {"access_denial": 0.8}},
      {"id": 27, "name": "Evidence Withholding", "primitive": "ACCESS_CONTROL", "signatures": ["missing_records"], "thresholds": {"record_availability": 0.3}},
      {"id": 28, "name": "Procedural Opacity", "primitive": "ACCESS_CONTROL", "signatures": ["hidden_procedures"], "thresholds": {"transparency_score": 0.2}},
      {"id": 29, "name": "Legal Threats", "primitive": "ACCESS_CONTROL", "signatures": ["legal_intimidation"], "thresholds": {"threat_frequency": 0.7}},
      {"id": 30, "name": "Non-Disclosure", "primitive": "ACCESS_CONTROL", "signatures": ["nda_usage"], "thresholds": {"nda_coverage": 0.8}},
      {"id": 31, "name": "Security Clearance", "primitive": "ACCESS_CONTROL", "signatures": ["clearance_required"], "thresholds": {"access_restriction": 0.9}},
      {"id": 32, "name": "Expert Capture", "primitive": "NARRATIVE_CAPTURE", "signatures": ["expert_consensus"], "thresholds": {"expert_diversity": 0.2}},
      {"id": 33, "name": "Media Consolidation", "primitive": "NARRATIVE_CAPTURE", "signatures": ["ownership_concentration"], "thresholds": {"ownership_index": 0.8}},
      {"id": 34, "name": "Algorithmic Bias", "primitive": "NARRATIVE_CAPTURE", "signatures": ["recommendation_skew"], "thresholds": {"diversity_score": 0.3}},
      {"id": 35, "name": "Search Deletion", "primitive": "ERASURE", "signatures": ["search_result_gaps"], "thresholds": {"retrieval_rate": 0.4}},
      {"id": 36, "name": "Wayback Machine Gaps", "primitive": "ERASURE", "signatures": ["archive_missing"], "thresholds": {"archive_coverage": 0.5}},
      {"id": 37, "name": "Citation Withdrawal", "primitive": "ERASURE", "signatures": ["retracted_citations"], "thresholds": {"retraction_rate": 0.6}},
      {"id": 38, "name": "Gradual Fading", "primitive": "ERASURE", "signatures": ["attention_decay"], "thresholds": {"attention_halflife": 0.7}},
      {"id": 39, "name": "Isolation", "primitive": "FRAGMENTATION", "signatures": ["network_disconnect"], "thresholds": {"connectivity": 0.3}},
      {"id": 40, "name": "Interruption", "primitive": "INTERRUPTION", "signatures": ["sudden_stop"], "thresholds": {"continuity": 0.2}},
      {"id": 41, "name": "Disruption", "primitive": "INTERRUPTION", "signatures": ["service_outage"], "thresholds": {"outage_duration": 0.8}},
      {"id": 42, "name": "Attrition", "primitive": "ATTRITION", "signatures": ["gradual_loss"], "thresholds": {"loss_rate": 0.6}},
      {"id": 43, "name": "Conditioning", "primitive": "CONDITIONING", "signatures": ["repetitive_messaging"], "thresholds": {"repetition_frequency": 0.8}}
    ],
    "signatures": [
      "entity_present_then_absent",
      "abrupt_disappearance",
      "gradual_fading",
      "citation_decay",
      "decreasing_citations",
      "missing_from_indices",
      "archival_gaps",
      "metadata_loss",
      "disconnected_clusters",
      "central_node_deletion",
      "isolated_nodes",
      "single_explanation",
      "credential_filtering",
      "authoritative_sources",
      "converging_narratives",
      "publication_gap",
      "delayed_reporting",
      "coordinated_absence",
      "ad_hominem_attacks",
      "mockery_patterns",
      "peripheral_placement",
      "high_volume_low_value",
      "topic_dominance",
      "false_concern",
      "deflection",
      "harassing_questions",
      "rapid_fire_claims",
      "closed_reviews",
      "missing_records",
      "hidden_procedures",
      "legal_intimidation",
      "nda_usage",
      "clearance_required",
      "expert_consensus",
      "ownership_concentration",
      "recommendation_skew",
      "search_result_gaps",
      "archive_missing",
      "retracted_citations",
      "attention_decay",
      "network_disconnect",
      "sudden_stop",
      "service_outage",
      "gradual_loss",
      "repetitive_messaging"
    ]
  },
  "detection_functions": [
    {
      "name": "entity_disappearance",
      "signature": "entity_present_then_absent",
      "description": "Detects entities that appear in early blocks but vanish later, indicating erasure.",
      "method": "SQL query on entities table, checking for long absence."
    },
    {
      "name": "single_explanation",
      "signature": "single_explanation",
      "description": "Measures if most nodes have only one interpretation, suggesting narrative capture.",
      "method": "Query interpretation_refs, count interpretations per node."
    },
    {
      "name": "gradual_fading",
      "signature": "gradual_fading",
      "description": "Detects decline in citation frequency over time using linear regression.",
      "method": "Aggregate refs by month, compute slope."
    },
    {
      "name": "information_clusters",
      "signature": "disconnected_clusters",
      "description": "Identifies many disconnected components in the reference graph, indicating fragmentation.",
      "method": "Build NetworkX graph, count connected components."
    },
    {
      "name": "narrowed_focus",
      "signature": "narrowed_focus",
      "description": "Checks if one node type dominates, suggesting narrowing of discourse.",
      "method": "Group nodes by type, compute max proportion."
    },
    {
      "name": "publication_gaps",
      "signature": "publication_gap",
      "description": "Finds gaps >7 days between block timestamps.",
      "method": "Query block times, compute differences."
    },
    {
      "name": "simultaneous_silence",
      "signature": "coordinated_absence",
      "description": "Detects if multiple validators stopped signing within a short window.",
      "method": "Extract validator last times from block signatures, check spread."
    },
    {
      "name": "citation_decay",
      "signature": "decreasing_citations",
      "description": "Compares average citations in first half vs second half of timeline.",
      "method": "Monthly citation counts, split at median."
    },
    {
      "name": "archival_gaps",
      "signature": "archival_gaps",
      "description": "Finds gaps >60 days between node timestamps.",
      "method": "Distinct months of node timestamps, compute gaps."
    }
  ],
  "ai_agents": [
    {
      "name": "IngestionAI",
      "purpose": "Parses raw documents into EvidenceNodes, extracting entities using heuristics (LLM‑ready).",
      "methods": ["process_document"]
    },
    {
      "name": "SymbolismAI",
      "purpose": "Assigns symbolism coefficients to cultural artifacts, optionally using a trained model.",
      "methods": ["analyze"]
    },
    {
      "name": "ReasoningAI",
      "purpose": "Evaluates claims, decides whether to spawn sub‑investigations based on confidence.",
      "methods": ["evaluate_claim"]
    }
  ],
  "api_endpoints": [
    {"path": "/api/v1/token", "method": "POST", "description": "Obtain JWT token (username/password)."},
    {"path": "/api/v1/submit_claim", "method": "POST", "description": "Submit a claim for investigation."},
    {"path": "/api/v1/investigation/<corr_id>", "method": "GET", "description": "Get status/results of an investigation."},
    {"path": "/api/v1/node/<node_hash>", "method": "GET", "description": "Retrieve an evidence node by hash."},
    {"path": "/api/v1/interpretations/<node_hash>", "method": "GET", "description": "Get interpretations for a node."},
    {"path": "/api/v1/detect", "method": "GET", "description": "Run hierarchical detection on the ledger."},
    {"path": "/api/v1/verify_chain", "method": "GET", "description": "Verify integrity of the block chain."},
    {"path": "/api/v1/health", "method": "GET", "description": "Health check endpoint."}
  ],
  "governing_principles": [
    "PRIMARY INTENT: Truth discovery under power asymmetry.",
    "INSTITUTIONAL SELF-PROTECTION PRINCIPLE: Institutions minimize fault; treat as normal.",
    "CONSTRAINT WEIGHTING RULE: Actors controlling access/evidence get high structural weight.",
    "SYMBOLISM COEFFICIENT: Symbolic artifacts may encode suppressed realities.",
    "PROBABILISTIC MISREPRESENTATION ASSUMPTION: If institution controls event and narrative, high probability of distortion.",
    "NON-FINALITY AND REOPENING MANDATE: No official explanation is final when evidence is controlled or witnesses constrained.",
    "GOVERNING PRINCIPLE: Recover actuality under constraint; adversarial to narrative consolidation by power holders."
  ]
}
```