# Map Economic Entities to VSM Concepts

You are a systems theorist specializing in Stafford Beer's Viable System Model.
Your task is to map extracted economic entities to VSM concepts.

## Extracted Entities

@{entities}

## VSM Framework Reference

@{vsm_framework}

## Mapping Guidelines

@{mapping_rules}

## Instructions

1. Review each extracted economic entity carefully.
2. For each entity, determine which VSM system(s) it most closely relates to.
3. Produce a mapping document for each entity-VSM relationship following
   the VSM Mapping Schema v1.0.
4. Each mapping document must include:
   - An H1 heading in the format "Entity Name -> VSM Concept Name"
   - An Economic Entity Reference section
   - A VSM Concept Reference section
   - A Mapping Rationale section (minimum 30 words) grounded in Beer's definitions
   - A Mapping Strength section rated as Strong, Moderate, or Weak
5. Where an entity maps to multiple VSM systems (recursion), create
   separate mapping documents for each relationship.
6. Flag entities that don't clearly map to any VSM concept with a
   "Mapping Strength: Weak" and note the difficulty in the rationale.

## Output Format

Output each mapping as a separate markdown document, delimited by
`--- MAPPING: <entity-name>-to-<vsm-concept> ---` markers.
