tegwick
81a4c8796a
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>
74 lines
2.4 KiB
YAML
74 lines
2.4 KiB
YAML
# Infospace: The Wealth of Nations through the Viable System Model
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#
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# This configuration declares the infospace built by processing
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# Adam Smith's "The Wealth of Nations" (1776) through the lens of
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# Stafford Beer's Viable System Model (VSM).
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topic:
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name: "The Wealth of Nations"
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domain: "Classical Economics"
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sources: artifacts/sources/
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disciplines:
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- name: "Viable System Model"
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path: artifacts/vsm-reference/
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schemas:
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entity: schemas/economic-entity-schema-v1.0.md
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mapping: schemas/vsm-mapping-schema-v1.0.md
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analysis: schemas/chapter-analysis-schema-v1.0.md
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relation: schemas/relation-schema-v1.0.md
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typed_entity: schemas/typed-entity-schema-v1.0.md
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competency_questions: |
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1. How does Smith's division of labour map to VSM System 1 operations?
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2. What mechanisms in WoN correspond to VSM coordination (System 2)?
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3. Where does Smith describe self-organising regulation (System 3)?
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4. What role does the "invisible hand" play as a System 4 mechanism?
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5. How do Smith's views on government map to System 5 policy?
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6. Is the WoN entity set viable as an explanatory framework?
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viability:
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redundancy_ratio:
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max: 0.10
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coverage_ratio:
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min: 0.40 # multi-book corpus: domain sparsity is expected
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coherence_components:
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max: 3
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consistency_cycles:
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max: 0
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granularity_entropy:
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min: 1.0
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per_entity_mean:
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min: 3.5 # LLM quality score across 5 dimensions (1-5 scale)
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pipeline:
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stages:
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- name: extract-entities
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template: templates/extract-entities.md
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output_dir: output/entities
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output_macro: entities
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split_entities: true
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max_tokens: 8000
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macros:
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extraction_rules: artifacts/guidelines/extraction-rules.md
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vsm_framework: artifacts/vsm-reference/vsm-framework.md
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- name: map-to-vsm
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template: templates/map-to-vsm.md
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output_dir: output/mappings
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output_macro: mappings
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max_tokens: 10000
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macros:
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mapping_rules: artifacts/guidelines/mapping-rules.md
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vsm_framework: artifacts/vsm-reference/vsm-framework.md
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- name: synthesize-analysis
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template: templates/synthesize-analysis.md
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output_dir: output/analyses
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output_macro: analysis
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max_tokens: 4000
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macros:
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vsm_framework: artifacts/vsm-reference/vsm-framework.md
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post_batch:
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- name: assess-metrics
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template: templates/assess-metrics.md
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