markitect-main/examples/infospace-with-history/output/classifications/invisible_hand_mechanism.md

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feat(infospace): add L2 entity classification with type × VSM matrix (S2.9) Implements the L2 typed-entities layer — each entity is assigned an Entity Type (Element, Process, Relation, Principle, Institution) and a VSM System (S1–S5) by an LLM, with one-sentence rationales for each. New modules: - markitect/infospace/classification.py — EntityClassification dataclass + ENTITY_TYPES / VSM_SYSTEMS controlled vocabularies - markitect/infospace/classification_io.py — write/read classification files (YAML frontmatter + markdown body, mirrors evaluation_io) - markitect/infospace/classifier.py — build_classification_prompt(), parse_classification_response(), run_entity_classification(); batch runner writes files incrementally (same resumable pattern as evaluate) CLI: markitect infospace classify [--entity SLUG] [--provider P] [--model M] - Incremental skip: checks output/classifications/ for existing files - Defaults to openrouter provider; 2000 max_tokens (Gemini 2.5 Flash uses ~787 thinking tokens, so 800 was too low) CLI: markitect infospace classify-summary [--update-metrics] - Entity type counts + VSM system counts with percentages - 5 × 6 type × VSM matrix (spots structural blind spots at a glance) - --update-metrics writes type_distribution, type_entropy, vsm_type_matrix_cells to metrics.yaml Config: InfospaceConfig gains classifications_dir (default output/classifications) Schema: schemas/typed-entity-schema-v1.0.md — type/VSM vocabulary tables, rationale format rules, validation rules, metrics enabled at L2 infospace.yaml: schemas.typed_entity references typed-entity-schema-v1.0.md Seed classifications (3): division_of_labour (Process/S1), natural_price_as_central_price (Principle/S2), invisible_hand_mechanism (Principle/S4) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-23 09:35:58 +01:00
---
entity_slug: invisible_hand_mechanism
entity_type: Principle
vsm_system: S4
type_rationale: The Invisible Hand Mechanism is an abstract theoretical claim about
how individual self-interest unintentionally leads to broader public welfare, functioning
as a fundamental rule of market operation.
vsm_rationale: The Invisible Hand Mechanism describes the system's inherent capacity
for adaptation and self-organization, producing beneficial outcomes from individual
actions without central direction, aligning with S4's function of intelligence.
classified_at: '2026-02-23T05:15:10.936874'
---
# Classification: Invisible Hand Mechanism
## Entity Type
Principle
## VSM System
S4
## Type Rationale
The Invisible Hand Mechanism is an abstract theoretical claim about how individual self-interest unintentionally leads to broader public welfare, functioning as a fundamental rule of market operation.
## VSM Rationale
The Invisible Hand Mechanism describes the system's inherent capacity for adaptation and self-organization, producing beneficial outcomes from individual actions without central direction, aligning with S4's function of intelligence.