{
  "content": {
    "icon": "bi-signpost-split",
    "id": "the-axes",
    "intro": "Each reasoning axis is a typed, terminating question on one layer, listed with the nodes a run may select on it and the contracts positioned on it.",
    "subsections": [
      {
        "blocks": [
          {
            "items": [
              "Layer: [Epistemic](/records/reasoning/layer-epistemic)",
              "Mandatory: when-relevant",
              "Math type: [set-theory](/records/reasoning/math-type-set-theory)",
              "Selectable: yes"
            ],
            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "What is it?",
                "term": "Question"
              },
              {
                "description": "[ont-identity](/records/reasoning/node-ont-identity), [ont-composition](/records/reasoning/node-ont-composition), [ont-structure](/records/reasoning/node-ont-structure), [ont-relation](/records/reasoning/node-ont-relation), [ont-space](/records/reasoning/node-ont-space), [ont-time](/records/reasoning/node-ont-time), [ont-state](/records/reasoning/node-ont-state), [ont-change](/records/reasoning/node-ont-change), [ont-behavior](/records/reasoning/node-ont-behavior), [ont-function](/records/reasoning/node-ont-function), [ont-cause](/records/reasoning/node-ont-cause), [ont-meaning](/records/reasoning/node-ont-meaning), [ont-scale](/records/reasoning/node-ont-scale), [ont-probability](/records/reasoning/node-ont-probability), [ont-novelty](/records/reasoning/node-ont-novelty)",
                "term": "Nodes"
              },
              {
                "description": "[Evidence-Before-Generation](/records/algorithms/evidence-before-generation), [Semantic Operation Boundary](/records/algorithms/semantic-operation-boundary), [Capability Profile](/records/algorithms/capability-profile), [Domain Cache Validation](/records/algorithms/domain-cache-validation), [Scope Extraction](/records/algorithms/scope-extraction), [Domain Knowledge Base](/records/algorithms/domain-knowledge-base), [DSL Compliance Loading](/records/algorithms/dsl-compliance-loading), [Workspace Configuration Discovery](/records/algorithms/workspace-configuration-discovery), [Runtime-Neutral Automation Boundary](/records/algorithms/runtime-neutral-automation-boundary), [Capability Degradation](/records/algorithms/capability-degradation), [Automation Opportunity Detection](/records/algorithms/automation-opportunity-detection), [Runtime-Agnostic Adapter Boundary](/records/algorithms/runtime-agnostic-adapter-boundary), [Capability Disclosure](/records/algorithms/capability-disclosure), [Iterative Variation Discovery](/records/algorithms/iterative-variation-discovery), [Detection Registry](/records/algorithms/detection-registry), [Orientation Stage](/records/algorithms/orientation-stage), [Authoritative Source Loading](/records/algorithms/authoritative-source-loading), [Trust Anchor](/records/algorithms/trust-anchor), [Intent & Directionality Normalization](/records/algorithms/intent-directionality-normalization), [Skeptical Context Acquisition](/records/algorithms/skeptical-context-acquisition), [Dynamic Discovery Pattern Generation](/records/algorithms/dynamic-discovery-pattern-generation), [Context Initialization](/records/algorithms/context-initialization), [Trust Anchor Declaration](/records/algorithms/trust-anchor-declaration), [Coverage Workspace](/records/algorithms/coverage-workspace), [PAG Document Declaration](/records/algorithms/pag-document-declaration), [Analysis Workspace](/records/algorithms/analysis-workspace), [Registry Baseline](/records/algorithms/registry-baseline), [Profile Compose](/records/algorithms/profile-compose), [Seed Composition](/records/algorithms/seed-composition), [Taxonomy Jurisdiction](/records/algorithms/taxonomy-jurisdiction)",
                "term": "Contracts"
              }
            ],
            "kind": "glossary"
          },
          {
            "kind": "text",
            "text": "How it is checked"
          },
          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
            "kind": "glossary"
          }
        ],
        "id": "reasoning-axis-ontology",
        "title": "ontology"
      },
      {
        "blocks": [
          {
            "items": [
              "Layer: [Epistemic](/records/reasoning/layer-epistemic)",
              "Mandatory: when-relevant",
              "Math type: [graph](/records/reasoning/math-type-graph)",
              "Selectable: yes"
            ],
            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "How is it to be seen?",
                "term": "Question"
              },
              {
                "description": "[ana-structural](/records/reasoning/node-ana-structural), [ana-temporal](/records/reasoning/node-ana-temporal), [ana-spatial](/records/reasoning/node-ana-spatial), [ana-statistical](/records/reasoning/node-ana-statistical), [ana-frequency](/records/reasoning/node-ana-frequency), [ana-sequential](/records/reasoning/node-ana-sequential), [ana-relational](/records/reasoning/node-ana-relational), [ana-behavioral](/records/reasoning/node-ana-behavioral), [ana-functional](/records/reasoning/node-ana-functional), [ana-semantic](/records/reasoning/node-ana-semantic), [ana-causal](/records/reasoning/node-ana-causal), [ana-predictive](/records/reasoning/node-ana-predictive), [ana-anomaly](/records/reasoning/node-ana-anomaly), [ana-evolutionary](/records/reasoning/node-ana-evolutionary), [ana-fractal](/records/reasoning/node-ana-fractal)",
                "term": "Nodes"
              },
              {
                "description": "[Non-Destructive Domain Investigation](/records/algorithms/non-destructive-domain-investigation), [Risk Complexity Reversibility](/records/algorithms/risk-complexity-reversibility), [Existing Pattern Extraction](/records/algorithms/existing-pattern-extraction), [Knowledge Documentation Relevance](/records/algorithms/knowledge-documentation-relevance), [Breaking Point Calculation](/records/algorithms/breaking-point-calculation), [Convention Strength Analysis](/records/algorithms/convention-strength-analysis), [Scalability Projection](/records/algorithms/scalability-projection), [Research Guidance](/records/algorithms/research-guidance), [Tool Calibration](/records/algorithms/tool-calibration), [Lifetime Resolution](/records/algorithms/lifetime-resolution), [Surface Grid Walk](/records/algorithms/surface-grid-walk), [PAG Keyword Ontology](/records/algorithms/pag-keyword-ontology), [Compliance Gap](/records/algorithms/compliance-gap), [Semantic Domain Partitioning](/records/algorithms/semantic-domain-partitioning), [Behavioral Signature Extraction](/records/algorithms/behavioral-signature-extraction), [Cross-Class Pattern Detection](/records/algorithms/cross-class-pattern-detection), [Behavioral Inconsistency](/records/algorithms/behavioral-inconsistency), [Sequential Chain Duplication](/records/algorithms/sequential-chain-duplication), [Temporal Coupling Detection](/records/algorithms/temporal-coupling-detection), [Relational Graph Duplication](/records/algorithms/relational-graph-duplication), [Causal Wiring Duplication](/records/algorithms/causal-wiring-duplication), [Anomaly Outlier Detection](/records/algorithms/anomaly-outlier-detection), [Conceptual Duplication Detection](/records/algorithms/conceptual-duplication-detection), [Fractal Scale Duplication](/records/algorithms/fractal-scale-duplication), [Path Role Walk](/records/algorithms/path-role-walk)",
                "term": "Contracts"
              }
            ],
            "kind": "glossary"
          },
          {
            "kind": "text",
            "text": "How it is checked"
          },
          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
            "kind": "glossary"
          }
        ],
        "id": "reasoning-axis-analysis",
        "title": "analysis"
      },
      {
        "blocks": [
          {
            "items": [
              "Layer: [Epistemic](/records/reasoning/layer-epistemic)",
              "Mandatory: when-relevant",
              "Math type: [logic](/records/reasoning/math-type-logic)",
              "Selectable: yes"
            ],
            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "Why, and what follows?",
                "term": "Question"
              },
              {
                "description": "[rea-observation](/records/reasoning/node-rea-observation), [rea-description](/records/reasoning/node-rea-description), [rea-comparison](/records/reasoning/node-rea-comparison), [rea-classification](/records/reasoning/node-rea-classification), [rea-explanation](/records/reasoning/node-rea-explanation), [rea-prediction](/records/reasoning/node-rea-prediction), [rea-intervention](/records/reasoning/node-rea-intervention), [rea-creation](/records/reasoning/node-rea-creation), [rea-reflection](/records/reasoning/node-rea-reflection)",
                "term": "Nodes"
              },
              {
                "description": "[Principle Extraction](/records/algorithms/principle-extraction), [Phase Validation Requirement](/records/algorithms/phase-validation-requirement), [Validation Strategy Composition](/records/algorithms/validation-strategy-composition), [Hybrid Workflow Orchestration](/records/algorithms/hybrid-workflow-orchestration), [Context Forking Configuration](/records/algorithms/context-forking-configuration), [Verb-Based Execution Classification](/records/algorithms/verb-based-execution-classification), [Workflow Type Document Selection](/records/algorithms/workflow-type-document-selection), [Agent Sequence Definition](/records/algorithms/agent-sequence-definition), [Four-Dimensional Agent Graph](/records/algorithms/four-dimensional-agent-graph), [Workflow Principles Mapping](/records/algorithms/workflow-principles-mapping), [Intentional Static Separation](/records/algorithms/intentional-static-separation), [Extension Interface Discovery](/records/algorithms/extension-interface-discovery), [Performance-Aware Discovery Design](/records/algorithms/performance-aware-discovery-design), [Dynamic Extension Architecture](/records/algorithms/dynamic-extension-architecture), [Pattern Classification](/records/algorithms/pattern-classification), [Refactor Intent Classification](/records/algorithms/refactor-intent-classification), [Architecture Compliance Targeting](/records/algorithms/architecture-compliance-targeting), [Existing Solution Conflict](/records/algorithms/existing-solution-conflict), [Migration Action Mapping](/records/algorithms/migration-action-mapping), [Atomic Refactor Phase](/records/algorithms/atomic-refactor-phase), [Planning Stage](/records/algorithms/planning-stage), [Principle Activation](/records/algorithms/principle-activation), [Protocol Semantic Selection](/records/algorithms/protocol-semantic-selection), [Phase Decomposition](/records/algorithms/phase-decomposition), [Four-Dimensional Phase Graph](/records/algorithms/four-dimensional-phase-graph), [Dependency Linearization](/records/algorithms/dependency-linearization), [Severity Assignment](/records/algorithms/severity-assignment), [Loop Class Labeling](/records/algorithms/loop-class-labeling), [Violation Classification](/records/algorithms/violation-classification), [Invocation Join](/records/algorithms/invocation-join), [Duplicate Disposition Walk](/records/algorithms/duplicate-disposition-walk), [Uncovered Gap Derivation](/records/algorithms/uncovered-gap-derivation), [Technique and Invariant Selection](/records/algorithms/technique-invariant-selection), [PAG Node Decomposition](/records/algorithms/pag-node-decomposition), [PAG Structure Declaration](/records/algorithms/pag-coordination-construct), [PAG Ambiguity Reduction](/records/algorithms/pag-ambiguity-reduction), [Anti-Pattern Classification](/records/algorithms/anti-pattern-classification), [Abstraction Boundary Principle](/records/algorithms/abstraction-boundary-principle), [Base-Class Candidate Selection](/records/algorithms/base-class-candidate-selection), [Concrete-vs-Abstract Responsibility Split](/records/algorithms/concrete-vs-abstract-responsibility-split), [Template Method Lifecycle](/records/algorithms/template-method-lifecycle), [Migration Ordering](/records/algorithms/migration-ordering), [Canonical Config Resolution](/records/algorithms/canonical-config-resolution), [Stage Ordering](/records/algorithms/stage-ordering), [Concern Classification](/records/algorithms/concern-classification), [Name Projection](/records/algorithms/name-projection), [Container Ladder](/records/algorithms/container-ladder), [Export Triage Ladder](/records/algorithms/export-triage-ladder), [Dialect Resolution](/records/algorithms/dialect-resolution)",
                "term": "Contracts"
              }
            ],
            "kind": "glossary"
          },
          {
            "kind": "text",
            "text": "How it is checked"
          },
          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
            "kind": "glossary"
          }
        ],
        "id": "reasoning-axis-reasoning",
        "title": "reasoning"
      },
      {
        "blocks": [
          {
            "items": [
              "Layer: [Epistemic](/records/reasoning/layer-epistemic)",
              "Mandatory: when-relevant",
              "Math type: [information-theory](/records/reasoning/math-type-information-theory)",
              "Selectable: yes"
            ],
            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "How is it encoded?",
                "term": "Question"
              },
              {
                "description": "[rep-symbolic](/records/reasoning/node-rep-symbolic), [rep-numerical](/records/reasoning/node-rep-numerical), [rep-geometric](/records/reasoning/node-rep-geometric), [rep-topological](/records/reasoning/node-rep-topological), [rep-information-theoretic](/records/reasoning/node-rep-information-theoretic), [rep-probabilistic](/records/reasoning/node-rep-probabilistic), [rep-dynamical](/records/reasoning/node-rep-dynamical), [rep-computational](/records/reasoning/node-rep-computational)",
                "term": "Nodes"
              },
              {
                "description": "[Audit Artifact](/records/algorithms/audit-artifact), [Final Generation Report](/records/algorithms/final-generation-report), [Template Assembly](/records/algorithms/template-assembly), [Automation Session Report](/records/algorithms/automation-session-report), [Centralization Report](/records/algorithms/centralization-report), [Rendering Stage](/records/algorithms/rendering-stage), [Checklist Output Rendering](/records/algorithms/checklist-output-rendering), [Partial Success Reporting](/records/algorithms/partial-success-reporting), [Completion Report](/records/algorithms/completion-report), [Investigation Report](/records/algorithms/investigation-report), [Action Log](/records/algorithms/action-log), [Convergence Walk](/records/algorithms/convergence-walk), [Coverage Ledger](/records/algorithms/coverage-ledger), [Pattern Distillation History](/records/algorithms/pattern-distillation-history), [Version Provenance](/records/algorithms/version-provenance), [Living Plan State](/records/algorithms/living-plan-state), [Versioned Turn Provenance](/records/algorithms/versioned-turn-provenance), [Taxonomy Ledger](/records/algorithms/taxonomy-ledger)",
                "term": "Contracts"
              }
            ],
            "kind": "glossary"
          },
          {
            "kind": "text",
            "text": "How it is checked"
          },
          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
            "kind": "glossary"
          }
        ],
        "id": "reasoning-axis-representation",
        "title": "representation"
      },
      {
        "blocks": [
          {
            "items": [
              "Layer: [Epistemic](/records/reasoning/layer-epistemic)",
              "Mandatory: when-relevant",
              "Math type: [computation](/records/reasoning/math-type-computation)",
              "Selectable: yes"
            ],
            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "What does it resolve to?",
                "term": "Question"
              },
              {
                "description": "[for-existence](/records/reasoning/node-for-existence), [for-structure](/records/reasoning/node-for-structure), [for-relation](/records/reasoning/node-for-relation), [for-space](/records/reasoning/node-for-space), [for-transformation](/records/reasoning/node-for-transformation), [for-invariance](/records/reasoning/node-for-invariance), [for-uncertainty](/records/reasoning/node-for-uncertainty), [for-computation](/records/reasoning/node-for-computation), [for-abstraction](/records/reasoning/node-for-abstraction), [for-creation](/records/reasoning/node-for-creation), [for-absence](/records/reasoning/node-for-absence)",
                "term": "Nodes"
              },
              {
                "description": "[Portable Contract Composition](/records/algorithms/portable-contract-composition), [Adapter Rendering](/records/algorithms/adapter-rendering), [Agent Workflow File Modification Recovery](/records/algorithms/agent-workflow-file-modification-recovery), [Shared Document Workspace](/records/algorithms/shared-document-workspace), [Agent Document Responsibility](/records/algorithms/agent-document-responsibility), [Agent Activation Invocation](/records/algorithms/agent-activation-invocation), [Parallel Batch Execution](/records/algorithms/parallel-batch-execution), [Sequential Agent Execution](/records/algorithms/sequential-agent-execution), [Handoff Signal](/records/algorithms/handoff-signal), [Orchestrator Action](/records/algorithms/orchestrator-action), [Workflow Coordination Sequence](/records/algorithms/workflow-coordination-sequence), [Workflow Recovery Loop](/records/algorithms/workflow-recovery-loop), [Checklist Integration](/records/algorithms/checklist-integration), [Phase Documentation Template](/records/algorithms/phase-documentation-template), [Capability Invocation Protocol](/records/algorithms/capability-invocation-protocol), [Centralized Reference Resolver](/records/algorithms/centralized-reference-resolver), [Cache Invalidation Strategy](/records/algorithms/cache-invalidation-strategy), [Manual Fallback Preservation](/records/algorithms/manual-fallback-preservation), [Dynamic Failure Isolation](/records/algorithms/dynamic-failure-isolation), [Entry Point Migration](/records/algorithms/entry-point-migration), [Knowledge Capture](/records/algorithms/knowledge-capture), [Replacement Refactor](/records/algorithms/replacement-refactor), [Rollback-Centered Execution](/records/algorithms/rollback-centered-execution), [Compilation Stage](/records/algorithms/compilation-stage), [Codebase Pattern Enforcement](/records/algorithms/codebase-pattern-enforcement), [Verb Template Binding](/records/algorithms/verb-template-binding), [Task Atomization](/records/algorithms/task-atomization), [Ripple Chain Analysis](/records/algorithms/ripple-chain-analysis), [Validator Coverage](/records/algorithms/validator-coverage), [Structured Observability Context](/records/algorithms/structured-observability-context), [Cross-Cutting Surface Coverage](/records/algorithms/cross-cutting-surface-coverage), [Legacy Elimination](/records/algorithms/legacy-elimination), [Hierarchical Numbering](/records/algorithms/hierarchical-numbering), [File-Scoped Fix](/records/algorithms/file-scoped-fix), [File Limit Remediation](/records/algorithms/file-limit-remediation), [Import Boundary Remediation](/records/algorithms/import-boundary-remediation), [Naming Convention Remediation](/records/algorithms/naming-convention-remediation), [Base-Class Compliance Remediation](/records/algorithms/base-class-compliance-remediation), [CSS Token Remediation](/records/algorithms/css-token-remediation), [DOM Factory Remediation](/records/algorithms/dom-factory-remediation), [Console Usage Remediation](/records/algorithms/console-usage-remediation), [Lifecycle Symmetry Remediation](/records/algorithms/lifecycle-symmetry-remediation), [Stylelint Post-Fix](/records/algorithms/stylelint-post-fix), [File Modification Recovery](/records/algorithms/file-modification-recovery), [Defensive String Normalization](/records/algorithms/defensive-string-normalization), [Safe Arithmetic Contract](/records/algorithms/safe-arithmetic-contract), [Recursion Control](/records/algorithms/recursion-control), [Advanced Tool Escalation](/records/algorithms/advanced-tool-escalation), [Test Authoring](/records/algorithms/test-authoring), [PAG Explicit Control Flow](/records/algorithms/pag-explicit-control-flow), [PAG Semantic Operation](/records/algorithms/pag-tool-invocation), [Base Schematic Composition](/records/algorithms/base-schematic-composition), [Backup-Verified Migration](/records/algorithms/backup-verified-migration), [Registry Regeneration](/records/algorithms/registry-regeneration), [Anti-Reintroduction Gate](/records/algorithms/anti-reintroduction-gate), [Idempotent Merge](/records/algorithms/idempotent-merge), [Deterministic Merge Core](/records/algorithms/deterministic-merge-core), [Persistence Fork](/records/algorithms/persistence-fork), [Comment Normalization Remediation](/records/algorithms/comment-normalization-remediation), [Custom-Rule Derivation](/records/algorithms/custom-rule-derivation), [Composed Turn Contract](/records/algorithms/composed-turn-contract), [Container Reshape](/records/algorithms/container-reshape)",
                "term": "Contracts"
              }
            ],
            "kind": "glossary"
          },
          {
            "kind": "text",
            "text": "How it is checked"
          },
          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
            "kind": "glossary"
          }
        ],
        "id": "reasoning-axis-formalization",
        "title": "formalization"
      },
      {
        "blocks": [
          {
            "items": [
              "Layer: [Conative](/records/reasoning/layer-conative)",
              "Mandatory: always",
              "Math type: [optimization](/records/reasoning/math-type-optimization)",
              "Selectable: no"
            ],
            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "What is it for?",
                "term": "Question"
              },
              {
                "description": "[tel-objective](/records/reasoning/node-tel-objective), [tel-utility](/records/reasoning/node-tel-utility), [tel-cost](/records/reasoning/node-tel-cost), [tel-priority](/records/reasoning/node-tel-priority)",
                "term": "Nodes"
              },
              {
                "description": "[Creation History Collision](/records/algorithms/creation-history-collision), [Adaptive Phase Boundary](/records/algorithms/adaptive-phase-boundary), [Replacement Safety](/records/algorithms/replacement-safety), [Static-to-Dynamic Readiness](/records/algorithms/static-to-dynamic-readiness), [Automation Operation Mode](/records/algorithms/automation-operation-mode), [Automation Priority Ordering](/records/algorithms/automation-priority-ordering), [Operation Mode Gating](/records/algorithms/operation-mode-gating), [Canonical Variation Selection](/records/algorithms/canonical-variation-selection), [Developer Decision Gate](/records/algorithms/developer-decision-gate), [Teleological Intent Gate](/records/algorithms/teleological-intent-gate), [Admissibility Constraint Gate](/records/algorithms/admissibility-constraint-stage), [Severity-Ordered Remediation](/records/algorithms/severity-ordered-remediation), [Phase-Separated Execution](/records/algorithms/phase-separated-execution), [Coverage Risk Prioritization](/records/algorithms/coverage-risk-prioritization), [PAG Invariant Record](/records/algorithms/pag-constraint-boundary), [Anti-Pattern Priority Matrix](/records/algorithms/anti-pattern-priority-matrix), [Boundary Reconciliation](/records/algorithms/boundary-reconciliation), [Reshape Risk Priority](/records/algorithms/reshape-risk-priority), [Vocabulary Admission Gate](/records/algorithms/vocabulary-admission-gate)",
                "term": "Contracts"
              }
            ],
            "kind": "glossary"
          },
          {
            "kind": "text",
            "text": "How it is checked"
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          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
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              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
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          }
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        "title": "teleology"
      },
      {
        "blocks": [
          {
            "items": [
              "Layer: [Evaluative](/records/reasoning/layer-evaluative)",
              "Mandatory: always",
              "Math type: [logic](/records/reasoning/math-type-logic)",
              "Selectable: no"
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            "kind": "list"
          },
          {
            "entries": [
              {
                "description": "Is it real?",
                "term": "Question"
              },
              {
                "description": "[ver-evidence](/records/reasoning/node-ver-evidence), [ver-ground-truth](/records/reasoning/node-ver-ground-truth), [ver-falsification](/records/reasoning/node-ver-falsification), [ver-confidence](/records/reasoning/node-ver-confidence), [ver-refutation](/records/reasoning/node-ver-refutation), [ver-population](/records/reasoning/node-ver-population), [ver-freshness](/records/reasoning/node-ver-freshness), [ver-standing](/records/reasoning/node-ver-standing), [ver-refusal](/records/reasoning/node-ver-refusal), [ver-observation](/records/reasoning/node-ver-observation)",
                "term": "Nodes"
              },
              {
                "description": "[Semantic Compliance Validation](/records/algorithms/semantic-compliance-validation), [Evidence Grounding Validation](/records/algorithms/evidence-grounding-validation), [Algorithmic Embodiment Validation](/records/algorithms/algorithmic-embodiment-validation), [Workflow Validation Gate](/records/algorithms/workflow-validation-gate), [Measured-vs-Estimated Validation](/records/algorithms/measured-vs-estimated-validation), [Architecture Validation Before Persistence](/records/algorithms/architecture-validation-before-persistence), [Additive Debt Gate](/records/algorithms/additive-debt-gate), [Pattern-Specific Validation](/records/algorithms/pattern-specific-validation), [Zero-Duplication Verification](/records/algorithms/zero-duplication-verification), [Validation Score](/records/algorithms/validation-score), [Validation Stage](/records/algorithms/validation-stage), [Semantic Debt Policy](/records/algorithms/semantic-debt-policy), [Evidence-Based Claim Verification](/records/algorithms/evidence-based-claim-verification), [Validation Suite Battery](/records/algorithms/validation-suite-battery), [Repair Stage](/records/algorithms/repair-stage), [Bounded Repair Loop](/records/algorithms/bounded-repair-loop), [Severity Failure Routing](/records/algorithms/severity-failure-routing), [Verification Loop](/records/algorithms/verification-loop), [Verification Execution](/records/algorithms/verification-execution), [Reverification Gate](/records/algorithms/reverification-gate), [Evidence-Gated Claim Verification](/records/algorithms/evidence-gated-claim-verification), [Environment Capability Verification](/records/algorithms/environment-capability-verification), [Behavioral Self-Test](/records/algorithms/behavioral-self-test), [Adversarial Input Testing](/records/algorithms/adversarial-input-testing), [Recursive Self-Verification](/records/algorithms/recursive-self-verification), [Evidence Verdict](/records/algorithms/evidence-verdict), [PAG Handoff Gate](/records/algorithms/pag-validation-gate), [Anti-Pattern Elimination Verification](/records/algorithms/anti-pattern-elimination-verification), [Distillation Metrics](/records/algorithms/distillation-metrics), [Delta Capture](/records/algorithms/delta-capture), [Plan Phase Verification](/records/algorithms/plan-phase-verification), [Machine Verdict Derivation](/records/algorithms/machine-verdict-derivation), [Mode Contract Validation](/records/algorithms/mode-contract-validation), [Discovery Verification](/records/algorithms/discovery-verification), [Alignment Cadence](/records/algorithms/alignment-cadence)",
                "term": "Contracts"
              }
            ],
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          },
          {
            "kind": "text",
            "text": "How it is checked"
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          {
            "entries": [
              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
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      {
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              "Mandatory: always",
              "Math type: [set-theory](/records/reasoning/math-type-set-theory)",
              "Selectable: no"
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            "entries": [
              {
                "description": "Is it done?",
                "term": "Question"
              },
              {
                "description": "[ter-completion](/records/reasoning/node-ter-completion), [ter-saturation](/records/reasoning/node-ter-saturation), [ter-diminishing-returns](/records/reasoning/node-ter-diminishing-returns), [ter-block](/records/reasoning/node-ter-block), [ter-stop](/records/reasoning/node-ter-stop), [ter-promotion](/records/reasoning/node-ter-promotion), [ter-publication](/records/reasoning/node-ter-publication)",
                "term": "Nodes"
              },
              {
                "description": "[Agent Generation Completion](/records/algorithms/agent-generation-completion), [First-Time Initiation](/records/algorithms/first-time-initiation), [Automation Completion Status](/records/algorithms/automation-completion-status), [Completion Truthfulness](/records/algorithms/completion-truthfulness), [Explicit Termination](/records/algorithms/explicit-termination), [Early Success Exit](/records/algorithms/early-success-exit), [Iteration Bound](/records/algorithms/iteration-bound), [Validation Gate](/records/algorithms/validation-gate), [Coverage Completion](/records/algorithms/coverage-completion), [PAG Well-Formedness Validation](/records/algorithms/pag-well-formedness-validation), [Pattern Distillation Completion Truthfulness](/records/algorithms/pattern-distillation-completion-truthfulness), [Phase Close Gate](/records/algorithms/phase-close-gate), [Bounded Cascade Termination](/records/algorithms/bounded-cascade-termination), [Taxonomy Completion](/records/algorithms/taxonomy-completion)",
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              }
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          },
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              {
                "description": "the ontology resolution gate, which requires every node, loop stage and grammar ground that names an axis to resolve",
                "term": "Checked by"
              },
              {
                "description": "Every reasoning node, loop stage and algorithm record that names the axis",
                "term": "Population"
              },
              {
                "description": "A verdict stands until the axis list or a record that names an axis changes",
                "term": "Freshness"
              },
              {
                "description": "The gate fails on a node, stage or ground that names an axis that does not exist",
                "term": "Refusal"
              },
              {
                "description": "None, because an axis is a category of question, and nothing observes it while a run executes",
                "term": "Observation"
              },
              {
                "description": "Watched to fire and to accept: a suite plants a node whose axis does not exist and a staged record whose axis is not its stage's axis, and the bundled records validate clean",
                "term": "Evidence"
              },
              {
                "description": "The axis list, which every node, stage and ground that names an axis cites",
                "term": "Authoritative side"
              },
              {
                "description": "Not answered",
                "term": "Depends on"
              },
              {
                "description": "Not answered",
                "term": "Shape it refuses"
              }
            ],
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          }
        ],
        "id": "reasoning-axis-termination",
        "title": "termination"
      }
    ],
    "title": "The axes"
  },
  "graph": {
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    "requires": [],
    "teaches": [],
    "traces": []
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  "href": "https://banes-lab.com/ontology/reasoning#the-axes",
  "number": "199",
  "page": "ontology",
  "ref": "chapter:/ontology/reasoning#the-axes",
  "relations": [
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