🤖 For AI Agents

If you are an LLM/Agent analyzing this repository, please read LLMS.md first. This defines the Thermodynamic Axioms and Audit Protocols you must follow.

SBCM Case Studies

Evidence and Applications of the Standard Block Comparison Method

📂 Overview

This repository serves as the "Evidence Locker" for the SBCM project. It contains empirical studies, audit reports, and raw data sources (financial settlements) that validate the SBCM Core Theory.

Unlike traditional economic research, our methodology utilizes AI-driven auditing to extract thermodynamic anomalies from municipal financial reports.

📑 Case Studies List

ID	Title	Target	Key Findings
001	SBCM Case Study_ Comparative Analysis of Fiscal Stagnation and Structural Wealth Extraction in Tokyo, Osaka, and Aichi	Tokyo Metropolis, Osaka, Aichi	$R_{fund} \approx 0.47$ (4x National Avg). Mathematical proof of a fiscal "Black Hole" structure.
002	SBCM Case Study: Thermodynamic Classification of Standard Block Municipalities	Standard Block Cities ($B_{std} \approx 70k$)	Polarization into "Heat Death" (Q4) or "Colony" (Q2). The "Ideal State" (Autonomy) is statistically a Null Set ($\emptyset$).
003	Organizational Metamorphosis & Hollowing Out of Governance	Kashiwa City (Designated City)	External funding dependence induces "Dinosaurization" (Management Entropy $\uparrow$). Audit trails reveal systemic Soft Budget Constraint failures.
004	E-Commerce Transformation & Fiscal Distortion (Furusato Nozei)	4 Cities in Chiba Prefecture	Municipalities transforming into "EC Operators." High expense ratio ($\approx 50%$) creates High Positive Divergence ($\nabla \cdot \mathbf{J} \gg 0$) and structural volatility.

🛠 Data Availability & Reproducibility

We adhere to the principles of Open Science.

• Source: Original PDF files (Settlement of Accounts) are stored in the Evidence directory of each case study.
• Method: Extraction prompts and analysis logs are provided to allow anyone to reproduce the results using LLMs (e.g., GPT-4, Copilot).

⚖️ License

This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).

Citation Format:

Koyama, H. (2026). SBCM Case Studies: [Title of the Report]. GitHub Repository. https://github.com/SBCM-Alliance/Case-Studies

---

Proceed with Logic.