Files

tegwick 81a4c8796a 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

1.1 KiB

Raw Blame History

entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at

entity_slug	entity_type	vsm_system	type_rationale	vsm_rationale	classified_at
invisible_hand_mechanism	Principle	S4	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.	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.	2026-02-23T05:15:10.936874

Classification: Invisible Hand Mechanism

Entity Type

Principle

VSM System

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.

1.1 KiB Raw Blame History