infospace: process book-4-chapter-02

Extract entities, map to VSM, and synthesize analysis.
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+# Chapter VSM Analysis: Restraints Upon Importation
+
+## Chapter Summary
+
+This chapter presents Adam Smith's comprehensive critique of protectionist trade policies, focusing on the economic consequences of import restraints and domestic industry protection. Smith argues that while restrictions on foreign imports may benefit specific domestic producers by securing a monopoly in the home market, they ultimately harm the broader economy by preventing efficient resource allocation. He demonstrates how artificial direction of industry through government intervention typically leads to less advantageous outcomes than natural market forces. The chapter systematically examines various forms of trade restrictions, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods, showing how each creates monopoly effects on prices and reduces overall economic efficiency. Smith emphasizes the invisible hand mechanism, arguing that individuals pursuing their own self-interest through natural employment of capital typically promote public welfare more effectively than deliberate attempts to serve the public good. He concludes that prudent family maxims about specialization and trade should guide national economic policy, and that nations should focus on their natural advantages rather than attempting to produce everything domestically. The chapter also addresses the political power of manufacturers who benefit from protectionist policies, warning that their monopoly power can prevent beneficial free trade reforms.
+
+## Entities Extracted
+
+--- ENTITY: restraints upon importation ---
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: home market monopoly ---
+
+# Home Market Monopoly
+
+## Definition
+
+The exclusive control over domestic sales of goods produced within a country, achieved through legal restrictions on foreign imports. This monopoly allows domestic producers to sell without foreign competition, potentially at higher prices and with less incentive for efficiency improvements.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how home market monopolies are created through import restraints and examines their effects on domestic industry. He argues that while such monopolies may benefit specific producers, they often lead to inefficient resource allocation and higher prices for consumers.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: domestic industry protection ---
+
+# Domestic Industry Protection
+
+## Definition
+
+Government policies that shield domestic producers from foreign competition through import restrictions, tariffs, or prohibitions. These measures aim to preserve and promote local manufacturing and agricultural sectors by limiting access to foreign goods in the domestic market.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines various forms of domestic industry protection, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods. He analyzes how these protections affect different sectors and questions whether they ultimately benefit or harm the broader economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: foreign trade of consumption ---
+
+# Foreign Trade of Consumption
+
+## Definition
+
+Trade involving the importation of foreign goods for domestic consumption, as opposed to the carrying trade which involves transporting goods between foreign countries. This type of trade directly affects domestic consumption patterns and market prices.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts foreign trade of consumption with home trade and carrying trade, examining how merchants naturally prefer to sell foreign goods in the domestic market when possible. He discusses the capital requirements and risks associated with each type of trade.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: carrying trade ---
+
+# Carrying Trade
+
+## Definition
+
+The commercial activity of transporting goods between foreign countries without direct involvement in either the production or final consumption of those goods. This trade requires capital to be divided between multiple foreign locations and involves higher risks and costs than domestic trade.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith analyzes the carrying trade as the least preferred form of commerce for merchants due to the separation of capital from the owner and the increased risks involved. He uses the example of Amsterdam merchants transporting corn and wine between Koningsberg and Lisbon to illustrate the challenges of this trade type.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: natural employment of capital ---
+
+# Natural Employment of Capital
+
+## Definition
+
+The allocation of financial resources to economic activities that would occur without artificial intervention, based on comparative advantage and market forces. This represents the most efficient use of capital as determined by natural market conditions rather than government regulation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally flows to its most advantageous employment, and that government regulations attempting to direct capital often result in less efficient outcomes. He emphasizes that individuals seeking their own advantage naturally promote the most efficient allocation of resources.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: artificial direction of industry ---
+
+# Artificial Direction of Industry
+
+## Definition
+
+Government intervention that forces capital and labor into specific economic activities through regulations, prohibitions, or incentives, rather than allowing market forces to determine natural employment patterns. This intervention often results in less efficient resource allocation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith critiques government attempts to direct industry through protectionist measures, arguing that such artificial direction typically leads to less advantageous outcomes than would occur naturally. He uses the example of forcing capital into domestic manufacturing when foreign goods could be obtained more cheaply.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: invisible hand mechanism ---
+
+# Invisible Hand Mechanism
+
+## Definition
+
+The unintended social benefits that arise when individuals pursue their own self-interest in economic activities. This natural market mechanism leads to outcomes that often promote public welfare more effectively than deliberate attempts to serve the public good.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith introduces one of his most famous concepts, explaining how individuals seeking their own gain often promote societal interests more effectively than those who explicitly aim to benefit the public. This mechanism operates through the natural functioning of competitive markets.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: prudent family maxim ---
+
+# Prudent Family Maxim
+
+## Definition
+
+The economic principle that individuals and families should not attempt to produce at home what costs more to make than to purchase from others. This maxim guides efficient resource allocation at the household level and serves as a model for national economic policy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith uses the example of a tailor not making his own shoes and a shoemaker not making his own clothes to illustrate how specialization and trade lead to greater efficiency. He argues this same principle should guide national economic policy regarding imports and domestic production.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: monopoly effects on prices ---
+
+# Monopoly Effects on Prices
+
+## Definition
+
+The economic consequences of market control by domestic producers, including higher prices for consumers and reduced incentives for efficiency improvements. Monopolies created through import restrictions prevent competition that would normally drive prices down and quality up.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how monopolies secured through import restraints affect market prices and consumer welfare. He argues that while producers benefit from monopoly power, society as a whole suffers from higher prices and reduced economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: national animosity in trade policy ---
+
+# National Animosity in Trade Policy
+
+## Definition
+
+The influence of political hostility and national rivalries on commercial regulations, often resulting in trade restrictions and retaliatory measures that harm economic efficiency. This phenomenon can lead to policies that prioritize political objectives over economic welfare.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how the Navigation Act of 1651 was influenced by animosity between England and Holland, noting that while such policies may serve political purposes, they often have negative economic consequences. He argues that trade restrictions based on national animosity typically harm both parties involved.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: retaliation in trade policy ---
+
+# Retaliation in Trade Policy
+
+## Definition
+
+The practice of imposing trade restrictions in response to similar measures taken by other nations, often motivated by revenge rather than economic benefit. This creates a cycle of protectionist measures that can harm all parties involved.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the French-English trade restrictions as an example of retaliatory trade policies, arguing that such measures often harm the retaliating nation as much as the target. He suggests that retaliation is only justified when there is a reasonable probability of achieving beneficial policy changes.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: gradual restoration of trade freedom ---
+
+# Gradual Restoration of Trade Freedom
+
+## Definition
+
+The careful, phased removal of trade restrictions to minimize economic disruption when transitioning from protectionist policies to free trade. This approach recognizes that sudden changes can cause significant hardship for workers and businesses adapted to protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith advocates for a gradual approach to removing trade restrictions, particularly when entire industries have developed under protection. He argues that sudden changes could throw thousands out of work and cause unnecessary economic hardship, even when the ultimate goal of free trade would benefit society.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: manufacturers' monopoly power ---
+
+# Manufacturers' Monopoly Power
+
+## Definition
+
+The political and economic influence wielded by domestic manufacturers who benefit from trade restrictions and import prohibitions. This power often allows them to maintain protectionist policies even when such policies harm the broader economy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith warns about the growing power of manufacturers who have secured monopolies through trade restrictions, comparing their influence to that of a standing army. He argues that their political power often prevents the implementation of beneficial free trade policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: revenue versus capital effects ---
+
+# Revenue Versus Capital Effects
+
+## Definition
+
+The distinction between policies that affect immediate economic returns (revenue) and those that influence long-term wealth accumulation (capital). Smith argues that protectionist measures may provide short-term benefits to certain groups while reducing overall economic growth.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how trade restrictions affect both immediate economic returns and long-term capital accumulation, arguing that while such measures may benefit specific industries in the short term, they typically reduce overall economic growth and prosperity.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: natural advantages in trade ---
+
+# Natural Advantages in Trade
+
+## Definition
+
+The inherent economic benefits that certain countries possess in producing specific goods, whether due to climate, geography, natural resources, or acquired skills. These advantages should guide trade patterns rather than artificial restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that countries should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. He uses the example of Scottish wine production to illustrate the absurdity of ignoring natural advantages.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: country gentlemen versus merchants ---
+
+# Country Gentlemen Versus Merchants
+
+## Definition
+
+The contrasting economic interests and political influences of agricultural landowners (country gentlemen) and commercial merchants in shaping trade policy. Smith argues that country gentlemen are generally less prone to monopolistic thinking than merchants.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the economic perspectives of country gentlemen and merchants, arguing that while both groups seek protection for their interests, country gentlemen are generally more public-spirited and less likely to support harmful monopolistic policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: maritime commerce development ---
+
+# Maritime Commerce Development
+
+## Definition
+
+The historical progression of overseas trade and naval power, particularly as influenced by commercial regulations like the Navigation Acts. This development pattern shows how trade policies can shape national economic and military capabilities.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the Navigation Acts were designed to promote British maritime commerce and naval power, arguing that while such policies may serve defense purposes, they often come at significant economic costs to the nation.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: foreign corn importation effects ---
+
+# Foreign Corn Importation Effects
+
+## Definition
+
+The economic impact of allowing foreign grain imports on domestic agriculture, including effects on prices, land values, and agricultural employment. Smith argues that fears about foreign corn imports are often exaggerated.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of foreign corn imports on British agriculture, arguing that the actual quantities imported are too small to significantly affect domestic farmers. He suggests that fears about foreign competition in agriculture are often misplaced.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: graziers versus manufacturers interests ---
+
+# Graziers Versus Manufacturers Interests
+
+## Definition
+
+The differing economic interests between livestock producers (graziers) and manufacturers in trade policy, particularly regarding import restrictions on competing goods. Smith argues that manufacturers often benefit more from protectionist policies than agricultural producers.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the effects of trade restrictions on graziers and manufacturers, arguing that while both groups seek protection, manufacturers often gain more from protectionist policies due to the nature of their products and markets.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: natural course of capital employment ---
+
+# Natural Course of Capital Employment
+
+## Definition
+
+The tendency of financial resources to flow to their most productive uses without government intervention, based on market forces and comparative advantage. This natural allocation typically produces better outcomes than government-directed investment.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally seeks its most advantageous employment and that government attempts to direct capital often result in less efficient outcomes. He emphasizes that individuals pursuing their own interest typically promote more efficient capital allocation than government planners.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: specie export prohibition effects ---
+
+# Specie Export Prohibition Effects
+
+## Definition
+
+The economic consequences of laws preventing the export of gold and silver, including effects on trade balances, monetary circulation, and international commerce. Smith argues that such prohibitions are typically ineffective and harmful.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of laws prohibiting the export of precious metals, arguing that such restrictions are both ineffective and harmful to trade. He suggests that market forces naturally regulate the flow of specie across borders.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: domestic market size effects ---
+
+# Domestic Market Size Effects
+
+## Definition
+
+The influence of market size on economic efficiency, specialization, and division of labor. Smith argues that larger markets enable greater specialization and more efficient production than smaller, protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the size of domestic markets affects economic efficiency, arguing that protectionist policies that limit market size ultimately reduce the benefits of specialization and division of labor.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: temporary versus permanent price effects ---
+
+# Temporary Versus Permanent Price Effects
+
+## Definition
+
+The distinction between short-term price fluctuations caused by temporary market conditions and long-term price changes resulting from fundamental economic factors or government policies. Smith argues that trade restrictions often create permanent price distortions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith distinguishes between temporary market price fluctuations and permanent price effects caused by government regulations, arguing that protectionist policies often create lasting distortions in market prices that harm economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: public good versus private interest ---
+
+# Public Good Versus Private Interest
+
+## Definition
+
+The tension between policies that benefit specific private interests and those that promote the general welfare of society. Smith argues that what benefits particular groups often harms the broader public interest.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how policies that benefit specific industries or groups often harm the broader economy, arguing that the pursuit of private interest through free markets often better serves the public good than direct attempts to promote it.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: economic system adaptability ---
+
+# Economic System Adaptability
+
+## Definition
+
+The capacity of economic systems to adjust to changing conditions and adopt new, more efficient practices. Smith argues that free markets naturally promote adaptability while protectionist policies often hinder necessary economic adjustments.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how protectionist policies can prevent necessary economic adjustments and adaptations, arguing that free markets naturally promote the adoption of more efficient practices and technologies.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: national economic identity ---
+
+# National Economic Identity
+
+## Definition
+
+The conception of a nation's economic character and interests, often shaped by protectionist policies and trade restrictions. Smith argues that such identities are often based on misconceptions about national economic interests.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how national economic identities are shaped by protectionist policies and trade restrictions, arguing that such conceptions often lead to policies that harm rather than benefit the nation's true economic interests.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: market
--- a/examples/infospace-with-history/output/analyses/book-4-chapter-02-prompt.md
+++ b/examples/infospace-with-history/output/analyses/book-4-chapter-02-prompt.md
--- a/examples/infospace-with-history/output/analyses/book-4-chapter-02-synthesize-analysis-raw.md
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+# Chapter VSM Analysis: Restraints Upon Importation
+
+## Chapter Summary
+
+This chapter presents Adam Smith's comprehensive critique of protectionist trade policies, focusing on the economic consequences of import restraints and domestic industry protection. Smith argues that while restrictions on foreign imports may benefit specific domestic producers by securing a monopoly in the home market, they ultimately harm the broader economy by preventing efficient resource allocation. He demonstrates how artificial direction of industry through government intervention typically leads to less advantageous outcomes than natural market forces. The chapter systematically examines various forms of trade restrictions, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods, showing how each creates monopoly effects on prices and reduces overall economic efficiency. Smith emphasizes the invisible hand mechanism, arguing that individuals pursuing their own self-interest through natural employment of capital typically promote public welfare more effectively than deliberate attempts to serve the public good. He concludes that prudent family maxims about specialization and trade should guide national economic policy, and that nations should focus on their natural advantages rather than attempting to produce everything domestically. The chapter also addresses the political power of manufacturers who benefit from protectionist policies, warning that their monopoly power can prevent beneficial free trade reforms.
+
+## Entities Extracted
+
+--- ENTITY: restraints upon importation ---
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: home market monopoly ---
+
+# Home Market Monopoly
+
+## Definition
+
+The exclusive control over domestic sales of goods produced within a country, achieved through legal restrictions on foreign imports. This monopoly allows domestic producers to sell without foreign competition, potentially at higher prices and with less incentive for efficiency improvements.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how home market monopolies are created through import restraints and examines their effects on domestic industry. He argues that while such monopolies may benefit specific producers, they often lead to inefficient resource allocation and higher prices for consumers.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: domestic industry protection ---
+
+# Domestic Industry Protection
+
+## Definition
+
+Government policies that shield domestic producers from foreign competition through import restrictions, tariffs, or prohibitions. These measures aim to preserve and promote local manufacturing and agricultural sectors by limiting access to foreign goods in the domestic market.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines various forms of domestic industry protection, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods. He analyzes how these protections affect different sectors and questions whether they ultimately benefit or harm the broader economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: foreign trade of consumption ---
+
+# Foreign Trade of Consumption
+
+## Definition
+
+Trade involving the importation of foreign goods for domestic consumption, as opposed to the carrying trade which involves transporting goods between foreign countries. This type of trade directly affects domestic consumption patterns and market prices.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts foreign trade of consumption with home trade and carrying trade, examining how merchants naturally prefer to sell foreign goods in the domestic market when possible. He discusses the capital requirements and risks associated with each type of trade.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: carrying trade ---
+
+# Carrying Trade
+
+## Definition
+
+The commercial activity of transporting goods between foreign countries without direct involvement in either the production or final consumption of those goods. This trade requires capital to be divided between multiple foreign locations and involves higher risks and costs than domestic trade.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith analyzes the carrying trade as the least preferred form of commerce for merchants due to the separation of capital from the owner and the increased risks involved. He uses the example of Amsterdam merchants transporting corn and wine between Koningsberg and Lisbon to illustrate the challenges of this trade type.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: natural employment of capital ---
+
+# Natural Employment of Capital
+
+## Definition
+
+The allocation of financial resources to economic activities that would occur without artificial intervention, based on comparative advantage and market forces. This represents the most efficient use of capital as determined by natural market conditions rather than government regulation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally flows to its most advantageous employment, and that government regulations attempting to direct capital often result in less efficient outcomes. He emphasizes that individuals seeking their own advantage naturally promote the most efficient allocation of resources.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: artificial direction of industry ---
+
+# Artificial Direction of Industry
+
+## Definition
+
+Government intervention that forces capital and labor into specific economic activities through regulations, prohibitions, or incentives, rather than allowing market forces to determine natural employment patterns. This intervention often results in less efficient resource allocation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith critiques government attempts to direct industry through protectionist measures, arguing that such artificial direction typically leads to less advantageous outcomes than would occur naturally. He uses the example of forcing capital into domestic manufacturing when foreign goods could be obtained more cheaply.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: invisible hand mechanism ---
+
+# Invisible Hand Mechanism
+
+## Definition
+
+The unintended social benefits that arise when individuals pursue their own self-interest in economic activities. This natural market mechanism leads to outcomes that often promote public welfare more effectively than deliberate attempts to serve the public good.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith introduces one of his most famous concepts, explaining how individuals seeking their own gain often promote societal interests more effectively than those who explicitly aim to benefit the public. This mechanism operates through the natural functioning of competitive markets.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: prudent family maxim ---
+
+# Prudent Family Maxim
+
+## Definition
+
+The economic principle that individuals and families should not attempt to produce at home what costs more to make than to purchase from others. This maxim guides efficient resource allocation at the household level and serves as a model for national economic policy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith uses the example of a tailor not making his own shoes and a shoemaker not making his own clothes to illustrate how specialization and trade lead to greater efficiency. He argues this same principle should guide national economic policy regarding imports and domestic production.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: monopoly effects on prices ---
+
+# Monopoly Effects on Prices
+
+## Definition
+
+The economic consequences of market control by domestic producers, including higher prices for consumers and reduced incentives for efficiency improvements. Monopolies created through import restrictions prevent competition that would normally drive prices down and quality up.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how monopolies secured through import restraints affect market prices and consumer welfare. He argues that while producers benefit from monopoly power, society as a whole suffers from higher prices and reduced economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: national animosity in trade policy ---
+
+# National Animosity in Trade Policy
+
+## Definition
+
+The influence of political hostility and national rivalries on commercial regulations, often resulting in trade restrictions and retaliatory measures that harm economic efficiency. This phenomenon can lead to policies that prioritize political objectives over economic welfare.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how the Navigation Act of 1651 was influenced by animosity between England and Holland, noting that while such policies may serve political purposes, they often have negative economic consequences. He argues that trade restrictions based on national animosity typically harm both parties involved.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: retaliation in trade policy ---
+
+# Retaliation in Trade Policy
+
+## Definition
+
+The practice of imposing trade restrictions in response to similar measures taken by other nations, often motivated by revenge rather than economic benefit. This creates a cycle of protectionist measures that can harm all parties involved.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the French-English trade restrictions as an example of retaliatory trade policies, arguing that such measures often harm the retaliating nation as much as the target. He suggests that retaliation is only justified when there is a reasonable probability of achieving beneficial policy changes.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: gradual restoration of trade freedom ---
+
+# Gradual Restoration of Trade Freedom
+
+## Definition
+
+The careful, phased removal of trade restrictions to minimize economic disruption when transitioning from protectionist policies to free trade. This approach recognizes that sudden changes can cause significant hardship for workers and businesses adapted to protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith advocates for a gradual approach to removing trade restrictions, particularly when entire industries have developed under protection. He argues that sudden changes could throw thousands out of work and cause unnecessary economic hardship, even when the ultimate goal of free trade would benefit society.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: manufacturers' monopoly power ---
+
+# Manufacturers' Monopoly Power
+
+## Definition
+
+The political and economic influence wielded by domestic manufacturers who benefit from trade restrictions and import prohibitions. This power often allows them to maintain protectionist policies even when such policies harm the broader economy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith warns about the growing power of manufacturers who have secured monopolies through trade restrictions, comparing their influence to that of a standing army. He argues that their political power often prevents the implementation of beneficial free trade policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: revenue versus capital effects ---
+
+# Revenue Versus Capital Effects
+
+## Definition
+
+The distinction between policies that affect immediate economic returns (revenue) and those that influence long-term wealth accumulation (capital). Smith argues that protectionist measures may provide short-term benefits to certain groups while reducing overall economic growth.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how trade restrictions affect both immediate economic returns and long-term capital accumulation, arguing that while such measures may benefit specific industries in the short term, they typically reduce overall economic growth and prosperity.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: natural advantages in trade ---
+
+# Natural Advantages in Trade
+
+## Definition
+
+The inherent economic benefits that certain countries possess in producing specific goods, whether due to climate, geography, natural resources, or acquired skills. These advantages should guide trade patterns rather than artificial restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that countries should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. He uses the example of Scottish wine production to illustrate the absurdity of ignoring natural advantages.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: country gentlemen versus merchants ---
+
+# Country Gentlemen Versus Merchants
+
+## Definition
+
+The contrasting economic interests and political influences of agricultural landowners (country gentlemen) and commercial merchants in shaping trade policy. Smith argues that country gentlemen are generally less prone to monopolistic thinking than merchants.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the economic perspectives of country gentlemen and merchants, arguing that while both groups seek protection for their interests, country gentlemen are generally more public-spirited and less likely to support harmful monopolistic policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: maritime commerce development ---
+
+# Maritime Commerce Development
+
+## Definition
+
+The historical progression of overseas trade and naval power, particularly as influenced by commercial regulations like the Navigation Acts. This development pattern shows how trade policies can shape national economic and military capabilities.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the Navigation Acts were designed to promote British maritime commerce and naval power, arguing that while such policies may serve defense purposes, they often come at significant economic costs to the nation.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: foreign corn importation effects ---
+
+# Foreign Corn Importation Effects
+
+## Definition
+
+The economic impact of allowing foreign grain imports on domestic agriculture, including effects on prices, land values, and agricultural employment. Smith argues that fears about foreign corn imports are often exaggerated.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of foreign corn imports on British agriculture, arguing that the actual quantities imported are too small to significantly affect domestic farmers. He suggests that fears about foreign competition in agriculture are often misplaced.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: graziers versus manufacturers interests ---
+
+# Graziers Versus Manufacturers Interests
+
+## Definition
+
+The differing economic interests between livestock producers (graziers) and manufacturers in trade policy, particularly regarding import restrictions on competing goods. Smith argues that manufacturers often benefit more from protectionist policies than agricultural producers.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the effects of trade restrictions on graziers and manufacturers, arguing that while both groups seek protection, manufacturers often gain more from protectionist policies due to the nature of their products and markets.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: natural course of capital employment ---
+
+# Natural Course of Capital Employment
+
+## Definition
+
+The tendency of financial resources to flow to their most productive uses without government intervention, based on market forces and comparative advantage. This natural allocation typically produces better outcomes than government-directed investment.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally seeks its most advantageous employment and that government attempts to direct capital often result in less efficient outcomes. He emphasizes that individuals pursuing their own interest typically promote more efficient capital allocation than government planners.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: specie export prohibition effects ---
+
+# Specie Export Prohibition Effects
+
+## Definition
+
+The economic consequences of laws preventing the export of gold and silver, including effects on trade balances, monetary circulation, and international commerce. Smith argues that such prohibitions are typically ineffective and harmful.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of laws prohibiting the export of precious metals, arguing that such restrictions are both ineffective and harmful to trade. He suggests that market forces naturally regulate the flow of specie across borders.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: domestic market size effects ---
+
+# Domestic Market Size Effects
+
+## Definition
+
+The influence of market size on economic efficiency, specialization, and division of labor. Smith argues that larger markets enable greater specialization and more efficient production than smaller, protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the size of domestic markets affects economic efficiency, arguing that protectionist policies that limit market size ultimately reduce the benefits of specialization and division of labor.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: temporary versus permanent price effects ---
+
+# Temporary Versus Permanent Price Effects
+
+## Definition
+
+The distinction between short-term price fluctuations caused by temporary market conditions and long-term price changes resulting from fundamental economic factors or government policies. Smith argues that trade restrictions often create permanent price distortions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith distinguishes between temporary market price fluctuations and permanent price effects caused by government regulations, arguing that protectionist policies often create lasting distortions in market prices that harm economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: public good versus private interest ---
+
+# Public Good Versus Private Interest
+
+## Definition
+
+The tension between policies that benefit specific private interests and those that promote the general welfare of society. Smith argues that what benefits particular groups often harms the broader public interest.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how policies that benefit specific industries or groups often harm the broader economy, arguing that the pursuit of private interest through free markets often better serves the public good than direct attempts to promote it.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: economic system adaptability ---
+
+# Economic System Adaptability
+
+## Definition
+
+The capacity of economic systems to adjust to changing conditions and adopt new, more efficient practices. Smith argues that free markets naturally promote adaptability while protectionist policies often hinder necessary economic adjustments.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how protectionist policies can prevent necessary economic adjustments and adaptations, arguing that free markets naturally promote the adoption of more efficient practices and technologies.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: national economic identity ---
+
+# National Economic Identity
+
+## Definition
+
+The conception of a nation's economic character and interests, often shaped by protectionist policies and trade restrictions. Smith argues that such identities are often based on misconceptions about national economic interests.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how national economic identities are shaped by protectionist policies and trade restrictions, arguing that such conceptions often lead to policies that harm rather than benefit the nation's true economic interests.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: market
--- a/examples/infospace-with-history/output/entities/artificial-direction-of-industry.md
+++ b/examples/infospace-with-history/output/entities/artificial-direction-of-industry.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Artificial Direction of Industry
+
+## Definition
+
+Government intervention that forces capital and labor into specific economic activities through regulations, prohibitions, or incentives, rather than allowing market forces to determine natural employment patterns. This intervention often results in less efficient resource allocation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith critiques government attempts to direct industry through protectionist measures, arguing that such artificial direction typically leads to less advantageous outcomes than would occur naturally. He uses the example of forcing capital into domestic manufacturing when foreign goods could be obtained more cheaply.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/book-4-chapter-02-entities.md
+++ b/examples/infospace-with-history/output/entities/book-4-chapter-02-entities.md
@@ -0,0 +1,120 @@
+# Entities: book-4-chapter-02
+
+{{ include "restraints-upon-importation.md" }}
+
+---
+
+{{ include "home-market-monopoly.md" }}
+
+---
+
+{{ include "domestic-industry-protection.md" }}
+
+---
+
+{{ include "foreign-trade-of-consumption.md" }}
+
+---
+
+{{ include "carrying-trade.md" }}
+
+---
+
+{{ include "natural-employment-of-capital.md" }}
+
+---
+
+{{ include "artificial-direction-of-industry.md" }}
+
+---
+
+{{ include "invisible-hand-mechanism.md" }}
+
+---
+
+{{ include "prudent-family-maxim.md" }}
+
+---
+
+{{ include "monopoly-effects-on-prices.md" }}
+
+---
+
+{{ include "national-animosity-in-trade-policy.md" }}
+
+---
+
+{{ include "retaliation-in-trade-policy.md" }}
+
+---
+
+{{ include "gradual-restoration-of-trade-freedom.md" }}
+
+---
+
+{{ include "manufacturers-monopoly-power.md" }}
+
+---
+
+{{ include "revenue-versus-capital-effects.md" }}
+
+---
+
+{{ include "natural-advantages-in-trade.md" }}
+
+---
+
+{{ include "country-gentlemen-versus-merchants.md" }}
+
+---
+
+{{ include "maritime-commerce-development.md" }}
+
+---
+
+{{ include "foreign-corn-importation-effects.md" }}
+
+---
+
+{{ include "graziers-versus-manufacturers-interests.md" }}
+
+---
+
+{{ include "natural-course-of-capital-employment.md" }}
+
+---
+
+{{ include "specie-export-prohibition-effects.md" }}
+
+---
+
+{{ include "domestic-market-size-effects.md" }}
+
+---
+
+{{ include "temporary-versus-permanent-price-effects.md" }}
+
+---
+
+{{ include "public-good-versus-private-interest.md" }}
+
+---
+
+{{ include "economic-system-adaptability.md" }}
+
+---
+
+{{ include "national-economic-identity.md" }}
+
+---
+
+{{ include "market-price-mechanism.md" }}
+
+---
+
+{{ include "comparative-advantage-principle.md" }}
+
+---
+
+{{ include "economic-development-sequencing.md" }}
+
--- a/examples/infospace-with-history/output/entities/book-4-chapter-02-extract-entities-raw.md
+++ b/examples/infospace-with-history/output/entities/book-4-chapter-02-extract-entities-raw.md
@@ -0,0 +1,620 @@
+--- ENTITY: restraints upon importation ---
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: home market monopoly ---
+
+# Home Market Monopoly
+
+## Definition
+
+The exclusive control over domestic sales of goods produced within a country, achieved through legal restrictions on foreign imports. This monopoly allows domestic producers to sell without foreign competition, potentially at higher prices and with less incentive for efficiency improvements.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how home market monopolies are created through import restraints and examines their effects on domestic industry. He argues that while such monopolies may benefit specific producers, they often lead to inefficient resource allocation and higher prices for consumers.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: domestic industry protection ---
+
+# Domestic Industry Protection
+
+## Definition
+
+Government policies that shield domestic producers from foreign competition through import restrictions, tariffs, or prohibitions. These measures aim to preserve and promote local manufacturing and agricultural sectors by limiting access to foreign goods in the domestic market.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines various forms of domestic industry protection, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods. He analyzes how these protections affect different sectors and questions whether they ultimately benefit or harm the broader economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: foreign trade of consumption ---
+
+# Foreign Trade of Consumption
+
+## Definition
+
+Trade involving the importation of foreign goods for domestic consumption, as opposed to the carrying trade which involves transporting goods between foreign countries. This type of trade directly affects domestic consumption patterns and market prices.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts foreign trade of consumption with home trade and carrying trade, examining how merchants naturally prefer to sell foreign goods in the domestic market when possible. He discusses the capital requirements and risks associated with each type of trade.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: carrying trade ---
+
+# Carrying Trade
+
+## Definition
+
+The commercial activity of transporting goods between foreign countries without direct involvement in either the production or final consumption of those goods. This trade requires capital to be divided between multiple foreign locations and involves higher risks and costs than domestic trade.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith analyzes the carrying trade as the least preferred form of commerce for merchants due to the separation of capital from the owner and the increased risks involved. He uses the example of Amsterdam merchants transporting corn and wine between Koningsberg and Lisbon to illustrate the challenges of this trade type.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: natural employment of capital ---
+
+# Natural Employment of Capital
+
+## Definition
+
+The allocation of financial resources to economic activities that would occur without artificial intervention, based on comparative advantage and market forces. This represents the most efficient use of capital as determined by natural market conditions rather than government regulation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally flows to its most advantageous employment, and that government regulations attempting to direct capital often result in less efficient outcomes. He emphasizes that individuals seeking their own advantage naturally promote the most efficient allocation of resources.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: artificial direction of industry ---
+
+# Artificial Direction of Industry
+
+## Definition
+
+Government intervention that forces capital and labor into specific economic activities through regulations, prohibitions, or incentives, rather than allowing market forces to determine natural employment patterns. This intervention often results in less efficient resource allocation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith critiques government attempts to direct industry through protectionist measures, arguing that such artificial direction typically leads to less advantageous outcomes than would occur naturally. He uses the example of forcing capital into domestic manufacturing when foreign goods could be obtained more cheaply.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: invisible hand mechanism ---
+
+# Invisible Hand Mechanism
+
+## Definition
+
+The unintended social benefits that arise when individuals pursue their own self-interest in economic activities. This natural market mechanism leads to outcomes that often promote public welfare more effectively than deliberate attempts to serve the public good.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith introduces one of his most famous concepts, explaining how individuals seeking their own gain often promote societal interests more effectively than those who explicitly aim to benefit the public. This mechanism operates through the natural functioning of competitive markets.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: prudent family maxim ---
+
+# Prudent Family Maxim
+
+## Definition
+
+The economic principle that individuals and families should not attempt to produce at home what costs more to make than to purchase from others. This maxim guides efficient resource allocation at the household level and serves as a model for national economic policy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith uses the example of a tailor not making his own shoes and a shoemaker not making his own clothes to illustrate how specialization and trade lead to greater efficiency. He argues this same principle should guide national economic policy regarding imports and domestic production.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: monopoly effects on prices ---
+
+# Monopoly Effects on Prices
+
+## Definition
+
+The economic consequences of market control by domestic producers, including higher prices for consumers and reduced incentives for efficiency improvements. Monopolies created through import restrictions prevent competition that would normally drive prices down and quality up.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how monopolies secured through import restraints affect market prices and consumer welfare. He argues that while producers benefit from monopoly power, society as a whole suffers from higher prices and reduced economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: national animosity in trade policy ---
+
+# National Animosity in Trade Policy
+
+## Definition
+
+The influence of political hostility and national rivalries on commercial regulations, often resulting in trade restrictions and retaliatory measures that harm economic efficiency. This phenomenon can lead to policies that prioritize political objectives over economic welfare.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how the Navigation Act of 1651 was influenced by animosity between England and Holland, noting that while such policies may serve political purposes, they often have negative economic consequences. He argues that trade restrictions based on national animosity typically harm both parties involved.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: retaliation in trade policy ---
+
+# Retaliation in Trade Policy
+
+## Definition
+
+The practice of imposing trade restrictions in response to similar measures taken by other nations, often motivated by revenge rather than economic benefit. This creates a cycle of protectionist measures that can harm all parties involved.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the French-English trade restrictions as an example of retaliatory trade policies, arguing that such measures often harm the retaliating nation as much as the target. He suggests that retaliation is only justified when there is a reasonable probability of achieving beneficial policy changes.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: gradual restoration of trade freedom ---
+
+# Gradual Restoration of Trade Freedom
+
+## Definition
+
+The careful, phased removal of trade restrictions to minimize economic disruption when transitioning from protectionist policies to free trade. This approach recognizes that sudden changes can cause significant hardship for workers and businesses adapted to protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith advocates for a gradual approach to removing trade restrictions, particularly when entire industries have developed under protection. He argues that sudden changes could throw thousands out of work and cause unnecessary economic hardship, even when the ultimate goal of free trade would benefit society.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: manufacturers' monopoly power ---
+
+# Manufacturers' Monopoly Power
+
+## Definition
+
+The political and economic influence wielded by domestic manufacturers who benefit from trade restrictions and import prohibitions. This power often allows them to maintain protectionist policies even when such policies harm the broader economy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith warns about the growing power of manufacturers who have secured monopolies through trade restrictions, comparing their influence to that of a standing army. He argues that their political power often prevents the implementation of beneficial free trade policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: revenue versus capital effects ---
+
+# Revenue Versus Capital Effects
+
+## Definition
+
+The distinction between policies that affect immediate economic returns (revenue) and those that influence long-term wealth accumulation (capital). Smith argues that protectionist measures may provide short-term benefits to certain groups while reducing overall economic growth.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how trade restrictions affect both immediate economic returns and long-term capital accumulation, arguing that while such measures may benefit specific industries in the short term, they typically reduce overall economic growth and prosperity.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: natural advantages in trade ---
+
+# Natural Advantages in Trade
+
+## Definition
+
+The inherent economic benefits that certain countries possess in producing specific goods, whether due to climate, geography, natural resources, or acquired skills. These advantages should guide trade patterns rather than artificial restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that countries should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. He uses the example of Scottish wine production to illustrate the absurdity of ignoring natural advantages.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: country gentlemen versus merchants ---
+
+# Country Gentlemen Versus Merchants
+
+## Definition
+
+The contrasting economic interests and political influences of agricultural landowners (country gentlemen) and commercial merchants in shaping trade policy. Smith argues that country gentlemen are generally less prone to monopolistic thinking than merchants.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the economic perspectives of country gentlemen and merchants, arguing that while both groups seek protection for their interests, country gentlemen are generally more public-spirited and less likely to support harmful monopolistic policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: maritime commerce development ---
+
+# Maritime Commerce Development
+
+## Definition
+
+The historical progression of overseas trade and naval power, particularly as influenced by commercial regulations like the Navigation Acts. This development pattern shows how trade policies can shape national economic and military capabilities.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the Navigation Acts were designed to promote British maritime commerce and naval power, arguing that while such policies may serve defense purposes, they often come at significant economic costs to the nation.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: foreign corn importation effects ---
+
+# Foreign Corn Importation Effects
+
+## Definition
+
+The economic impact of allowing foreign grain imports on domestic agriculture, including effects on prices, land values, and agricultural employment. Smith argues that fears about foreign corn imports are often exaggerated.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of foreign corn imports on British agriculture, arguing that the actual quantities imported are too small to significantly affect domestic farmers. He suggests that fears about foreign competition in agriculture are often misplaced.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: graziers versus manufacturers interests ---
+
+# Graziers Versus Manufacturers Interests
+
+# Definition
+
+The differing economic interests between livestock producers (graziers) and manufacturers in trade policy, particularly regarding import restrictions on competing goods. Smith argues that manufacturers often benefit more from protectionist policies than agricultural producers.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the effects of trade restrictions on graziers and manufacturers, arguing that while both groups seek protection, manufacturers often gain more from protectionist policies due to the nature of their products and markets.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: natural course of capital employment ---
+
+# Natural Course of Capital Employment
+
+## Definition
+
+The tendency of financial resources to flow to their most productive uses without government intervention, based on market forces and comparative advantage. This natural allocation typically produces better outcomes than government-directed investment.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally seeks its most advantageous employment and that government attempts to direct capital often result in less efficient outcomes. He emphasizes that individuals pursuing their own interest typically promote more efficient capital allocation than government planners.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: specie export prohibition effects ---
+
+# Specie Export Prohibition Effects
+
+## Definition
+
+The economic consequences of laws preventing the export of gold and silver, including effects on trade balances, monetary circulation, and international commerce. Smith argues that such prohibitions are typically ineffective and harmful.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of laws prohibiting the export of precious metals, arguing that such restrictions are both ineffective and harmful to trade. He suggests that market forces naturally regulate the flow of specie across borders.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: domestic market size effects ---
+
+# Domestic Market Size Effects
+
+## Definition
+
+The influence of market size on economic efficiency, specialization, and division of labor. Smith argues that larger markets enable greater specialization and more efficient production than smaller, protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the size of domestic markets affects economic efficiency, arguing that protectionist policies that limit market size ultimately reduce the benefits of specialization and division of labor.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: temporary versus permanent price effects ---
+
+# Temporary Versus Permanent Price Effects
+
+## Definition
+
+The distinction between short-term price fluctuations caused by temporary market conditions and long-term price changes resulting from fundamental economic factors or government policies. Smith argues that trade restrictions often create permanent price distortions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith distinguishes between temporary market price fluctuations and permanent price effects caused by government regulations, arguing that protectionist policies often create lasting distortions in market prices that harm economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: public good versus private interest ---
+
+# Public Good Versus Private Interest
+
+## Definition
+
+The tension between policies that benefit specific private interests and those that promote the general welfare of society. Smith argues that what benefits particular groups often harms the broader public interest.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how policies that benefit specific industries or groups often harm the broader economy, arguing that the pursuit of private interest through free markets often better serves the public good than direct attempts to promote it.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: economic system adaptability ---
+
+# Economic System Adaptability
+
+## Definition
+
+The capacity of economic systems to adjust to changing conditions and adopt new, more efficient practices. Smith argues that free markets naturally promote adaptability while protectionist policies often hinder necessary economic adjustments.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how protectionist policies can prevent necessary economic adjustments and adaptations, arguing that free markets naturally promote the adoption of more efficient practices and technologies.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: national economic identity ---
+
+# National Economic Identity
+
+## Definition
+
+The conception of a nation's economic character and interests, often shaped by protectionist policies and trade restrictions. Smith argues that such identities are often based on misconceptions about national economic interests.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how national economic identities are shaped by protectionist policies and trade restrictions, arguing that such conceptions often lead to policies that harm rather than benefit the nation's true economic interests.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: market price mechanism ---
+
+# Market Price Mechanism
+
+## Definition
+
+The natural process by which market prices adjust to balance supply and demand, coordinating economic activity without central direction. Smith argues that this mechanism is disrupted by government intervention and trade restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how market price mechanisms coordinate economic activity and how government intervention through trade restrictions disrupts these natural price signals, leading to inefficient resource allocation.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: comparative advantage principle ---
+
+# Comparative Advantage Principle
+
+## Definition
+
+The economic principle that nations should specialize in producing goods where they have relative efficiency advantages and trade for other goods, rather than attempting self-sufficiency. This principle guides optimal international trade patterns.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that nations should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. This principle underlies his critique of protectionist trade policies.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: economic development sequencing ---
+
+# Economic Development Sequencing
+
+## Definition
+
+The natural order in which different economic activities develop within a nation, typically progressing from agriculture to manufacturing to foreign trade. Smith argues that this sequence should not be artificially reversed through government intervention.
+
+## Source Chapter
+
+Book
--- a/examples/infospace-with-history/output/entities/book-4-chapter-02-prompt.md
+++ b/examples/infospace-with-history/output/entities/book-4-chapter-02-prompt.md
--- a/examples/infospace-with-history/output/entities/comparative-advantage-principle.md
+++ b/examples/infospace-with-history/output/entities/comparative-advantage-principle.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Comparative Advantage Principle
+
+## Definition
+
+The economic principle that nations should specialize in producing goods where they have relative efficiency advantages and trade for other goods, rather than attempting self-sufficiency. This principle guides optimal international trade patterns.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that nations should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. This principle underlies his critique of protectionist trade policies.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/country-gentlemen-versus-merchants.md
+++ b/examples/infospace-with-history/output/entities/country-gentlemen-versus-merchants.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Country Gentlemen Versus Merchants
+
+## Definition
+
+The contrasting economic interests and political influences of agricultural landowners (country gentlemen) and commercial merchants in shaping trade policy. Smith argues that country gentlemen are generally less prone to monopolistic thinking than merchants.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the economic perspectives of country gentlemen and merchants, arguing that while both groups seek protection for their interests, country gentlemen are generally more public-spirited and less likely to support harmful monopolistic policies.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/domestic-industry-protection.md
+++ b/examples/infospace-with-history/output/entities/domestic-industry-protection.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Domestic Industry Protection
+
+## Definition
+
+Government policies that shield domestic producers from foreign competition through import restrictions, tariffs, or prohibitions. These measures aim to preserve and promote local manufacturing and agricultural sectors by limiting access to foreign goods in the domestic market.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines various forms of domestic industry protection, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods. He analyzes how these protections affect different sectors and questions whether they ultimately benefit or harm the broader economy.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/domestic-market-size-effects.md
+++ b/examples/infospace-with-history/output/entities/domestic-market-size-effects.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Domestic Market Size Effects
+
+## Definition
+
+The influence of market size on economic efficiency, specialization, and division of labor. Smith argues that larger markets enable greater specialization and more efficient production than smaller, protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the size of domestic markets affects economic efficiency, arguing that protectionist policies that limit market size ultimately reduce the benefits of specialization and division of labor.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/foreign-corn-importation-effects.md
+++ b/examples/infospace-with-history/output/entities/foreign-corn-importation-effects.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Foreign Corn Importation Effects
+
+## Definition
+
+The economic impact of allowing foreign grain imports on domestic agriculture, including effects on prices, land values, and agricultural employment. Smith argues that fears about foreign corn imports are often exaggerated.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of foreign corn imports on British agriculture, arguing that the actual quantities imported are too small to significantly affect domestic farmers. He suggests that fears about foreign competition in agriculture are often misplaced.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/gradual-restoration-of-trade-freedom.md
+++ b/examples/infospace-with-history/output/entities/gradual-restoration-of-trade-freedom.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Gradual Restoration of Trade Freedom
+
+## Definition
+
+The careful, phased removal of trade restrictions to minimize economic disruption when transitioning from protectionist policies to free trade. This approach recognizes that sudden changes can cause significant hardship for workers and businesses adapted to protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith advocates for a gradual approach to removing trade restrictions, particularly when entire industries have developed under protection. He argues that sudden changes could throw thousands out of work and cause unnecessary economic hardship, even when the ultimate goal of free trade would benefit society.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/graziers-versus-manufacturers-interests.md
+++ b/examples/infospace-with-history/output/entities/graziers-versus-manufacturers-interests.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Graziers Versus Manufacturers Interests
+
+# Definition
+
+The differing economic interests between livestock producers (graziers) and manufacturers in trade policy, particularly regarding import restrictions on competing goods. Smith argues that manufacturers often benefit more from protectionist policies than agricultural producers.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the effects of trade restrictions on graziers and manufacturers, arguing that while both groups seek protection, manufacturers often gain more from protectionist policies due to the nature of their products and markets.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/home-market-monopoly.md
+++ b/examples/infospace-with-history/output/entities/home-market-monopoly.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Home Market Monopoly
+
+## Definition
+
+The exclusive control over domestic sales of goods produced within a country, achieved through legal restrictions on foreign imports. This monopoly allows domestic producers to sell without foreign competition, potentially at higher prices and with less incentive for efficiency improvements.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how home market monopolies are created through import restraints and examines their effects on domestic industry. He argues that while such monopolies may benefit specific producers, they often lead to inefficient resource allocation and higher prices for consumers.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/invisible-hand-mechanism.md
+++ b/examples/infospace-with-history/output/entities/invisible-hand-mechanism.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Invisible Hand Mechanism
+
+## Definition
+
+The unintended social benefits that arise when individuals pursue their own self-interest in economic activities. This natural market mechanism leads to outcomes that often promote public welfare more effectively than deliberate attempts to serve the public good.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith introduces one of his most famous concepts, explaining how individuals seeking their own gain often promote societal interests more effectively than those who explicitly aim to benefit the public. This mechanism operates through the natural functioning of competitive markets.
+
+## Economic Domain
+
+General Theory
+
+---
--- a/examples/infospace-with-history/output/entities/manufacturers-monopoly-power.md
+++ b/examples/infospace-with-history/output/entities/manufacturers-monopoly-power.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Manufacturers' Monopoly Power
+
+## Definition
+
+The political and economic influence wielded by domestic manufacturers who benefit from trade restrictions and import prohibitions. This power often allows them to maintain protectionist policies even when such policies harm the broader economy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith warns about the growing power of manufacturers who have secured monopolies through trade restrictions, comparing their influence to that of a standing army. He argues that their political power often prevents the implementation of beneficial free trade policies.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/market-price-mechanism.md
+++ b/examples/infospace-with-history/output/entities/market-price-mechanism.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Market Price Mechanism
+
+## Definition
+
+The natural process by which market prices adjust to balance supply and demand, coordinating economic activity without central direction. Smith argues that this mechanism is disrupted by government intervention and trade restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how market price mechanisms coordinate economic activity and how government intervention through trade restrictions disrupts these natural price signals, leading to inefficient resource allocation.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/monopoly-effects-on-prices.md
+++ b/examples/infospace-with-history/output/entities/monopoly-effects-on-prices.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Monopoly Effects on Prices
+
+## Definition
+
+The economic consequences of market control by domestic producers, including higher prices for consumers and reduced incentives for efficiency improvements. Monopolies created through import restrictions prevent competition that would normally drive prices down and quality up.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how monopolies secured through import restraints affect market prices and consumer welfare. He argues that while producers benefit from monopoly power, society as a whole suffers from higher prices and reduced economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
--- a/examples/infospace-with-history/output/entities/national-animosity-in-trade-policy.md
+++ b/examples/infospace-with-history/output/entities/national-animosity-in-trade-policy.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# National Animosity in Trade Policy
+
+## Definition
+
+The influence of political hostility and national rivalries on commercial regulations, often resulting in trade restrictions and retaliatory measures that harm economic efficiency. This phenomenon can lead to policies that prioritize political objectives over economic welfare.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how the Navigation Act of 1651 was influenced by animosity between England and Holland, noting that while such policies may serve political purposes, they often have negative economic consequences. He argues that trade restrictions based on national animosity typically harm both parties involved.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/natural-advantages-in-trade.md
+++ b/examples/infospace-with-history/output/entities/natural-advantages-in-trade.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Natural Advantages in Trade
+
+## Definition
+
+The inherent economic benefits that certain countries possess in producing specific goods, whether due to climate, geography, natural resources, or acquired skills. These advantages should guide trade patterns rather than artificial restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that countries should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. He uses the example of Scottish wine production to illustrate the absurdity of ignoring natural advantages.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/natural-course-of-capital-employment.md
+++ b/examples/infospace-with-history/output/entities/natural-course-of-capital-employment.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Natural Course of Capital Employment
+
+## Definition
+
+The tendency of financial resources to flow to their most productive uses without government intervention, based on market forces and comparative advantage. This natural allocation typically produces better outcomes than government-directed investment.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally seeks its most advantageous employment and that government attempts to direct capital often result in less efficient outcomes. He emphasizes that individuals pursuing their own interest typically promote more efficient capital allocation than government planners.
+
+## Economic Domain
+
+Accumulation
+
+---
--- a/examples/infospace-with-history/output/entities/natural-employment-of-capital.md
+++ b/examples/infospace-with-history/output/entities/natural-employment-of-capital.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Natural Employment of Capital
+
+## Definition
+
+The allocation of financial resources to economic activities that would occur without artificial intervention, based on comparative advantage and market forces. This represents the most efficient use of capital as determined by natural market conditions rather than government regulation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally flows to its most advantageous employment, and that government regulations attempting to direct capital often result in less efficient outcomes. He emphasizes that individuals seeking their own advantage naturally promote the most efficient allocation of resources.
+
+## Economic Domain
+
+Accumulation
+
+---
--- a/examples/infospace-with-history/output/entities/prudent-family-maxim.md
+++ b/examples/infospace-with-history/output/entities/prudent-family-maxim.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Prudent Family Maxim
+
+## Definition
+
+The economic principle that individuals and families should not attempt to produce at home what costs more to make than to purchase from others. This maxim guides efficient resource allocation at the household level and serves as a model for national economic policy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith uses the example of a tailor not making his own shoes and a shoemaker not making his own clothes to illustrate how specialization and trade lead to greater efficiency. He argues this same principle should guide national economic policy regarding imports and domestic production.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/public-good-versus-private-interest.md
+++ b/examples/infospace-with-history/output/entities/public-good-versus-private-interest.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Public Good Versus Private Interest
+
+## Definition
+
+The tension between policies that benefit specific private interests and those that promote the general welfare of society. Smith argues that what benefits particular groups often harms the broader public interest.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how policies that benefit specific industries or groups often harm the broader economy, arguing that the pursuit of private interest through free markets often better serves the public good than direct attempts to promote it.
+
+## Economic Domain
+
+General Theory
+
+---
--- a/examples/infospace-with-history/output/entities/restraints-upon-importation.md
+++ b/examples/infospace-with-history/output/entities/restraints-upon-importation.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/retaliation-in-trade-policy.md
+++ b/examples/infospace-with-history/output/entities/retaliation-in-trade-policy.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Retaliation in Trade Policy
+
+## Definition
+
+The practice of imposing trade restrictions in response to similar measures taken by other nations, often motivated by revenge rather than economic benefit. This creates a cycle of protectionist measures that can harm all parties involved.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the French-English trade restrictions as an example of retaliatory trade policies, arguing that such measures often harm the retaliating nation as much as the target. He suggests that retaliation is only justified when there is a reasonable probability of achieving beneficial policy changes.
+
+## Economic Domain
+
+Regulation
+
+---
--- a/examples/infospace-with-history/output/entities/revenue-versus-capital-effects.md
+++ b/examples/infospace-with-history/output/entities/revenue-versus-capital-effects.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Revenue Versus Capital Effects
+
+## Definition
+
+The distinction between policies that affect immediate economic returns (revenue) and those that influence long-term wealth accumulation (capital). Smith argues that protectionist measures may provide short-term benefits to certain groups while reducing overall economic growth.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how trade restrictions affect both immediate economic returns and long-term capital accumulation, arguing that while such measures may benefit specific industries in the short term, they typically reduce overall economic growth and prosperity.
+
+## Economic Domain
+
+Accumulation
+
+---
--- a/examples/infospace-with-history/output/entities/specie-export-prohibition-effects.md
+++ b/examples/infospace-with-history/output/entities/specie-export-prohibition-effects.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Specie Export Prohibition Effects
+
+## Definition
+
+The economic consequences of laws preventing the export of gold and silver, including effects on trade balances, monetary circulation, and international commerce. Smith argues that such prohibitions are typically ineffective and harmful.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of laws prohibiting the export of precious metals, arguing that such restrictions are both ineffective and harmful to trade. He suggests that market forces naturally regulate the flow of specie across borders.
+
+## Economic Domain
+
+Exchange
+
+---
--- a/examples/infospace-with-history/output/entities/temporary-versus-permanent-price-effects.md
+++ b/examples/infospace-with-history/output/entities/temporary-versus-permanent-price-effects.md
@@ -0,0 +1,21 @@
+<!-- generated: provider=openrouter model=arcee-ai/trinity-large-preview:free date=2026-02-19 source=book-4-chapter-02 -->
+
+# Temporary Versus Permanent Price Effects
+
+## Definition
+
+The distinction between short-term price fluctuations caused by temporary market conditions and long-term price changes resulting from fundamental economic factors or government policies. Smith argues that trade restrictions often create permanent price distortions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith distinguishes between temporary market price fluctuations and permanent price effects caused by government regulations, arguing that protectionist policies often create lasting distortions in market prices that harm economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
--- a/examples/infospace-with-history/output/mappings/book-4-chapter-02-map-to-vsm-raw.md
+++ b/examples/infospace-with-history/output/mappings/book-4-chapter-02-map-to-vsm-raw.md
@@ -0,0 +1,38 @@
+--- MAPPING: restraints-upon-importation-to-system-3-control ---
+
+# Restraints Upon Importation -> System 3 (Control)
+
+## Economic Entity Reference
+
+--- ENTITY: restraints upon importation ---
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
+
+## VSM Concept Reference
+
+--- id: vsm-framework ---
+# System 3 (S3) — Control / Operational Management
+
+The structures and controls that establish the rules, resources, rights, and responsibilities of System 1 and provide an interface between Systems 1 and Systems 4/5. System 3 represents the day-to-day control of the organisation. It optimises the internal environment.
+
+**In economic terms:** Government regulation of trade, taxation policy, labour laws, enforcement of contracts, the "invisible hand" as emergent internal regulation, guilds and corporations governing members.
+
+**Key properties:** Internal regulation, resource allocation
--- a/examples/infospace-with-history/output/mappings/book-4-chapter-02-mappings.md
+++ b/examples/infospace-with-history/output/mappings/book-4-chapter-02-mappings.md
@@ -0,0 +1,38 @@
+--- MAPPING: restraints-upon-importation-to-system-3-control ---
+
+# Restraints Upon Importation -> System 3 (Control)
+
+## Economic Entity Reference
+
+--- ENTITY: restraints upon importation ---
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
+
+## VSM Concept Reference
+
+--- id: vsm-framework ---
+# System 3 (S3) — Control / Operational Management
+
+The structures and controls that establish the rules, resources, rights, and responsibilities of System 1 and provide an interface between Systems 1 and Systems 4/5. System 3 represents the day-to-day control of the organisation. It optimises the internal environment.
+
+**In economic terms:** Government regulation of trade, taxation policy, labour laws, enforcement of contracts, the "invisible hand" as emergent internal regulation, guilds and corporations governing members.
+
+**Key properties:** Internal regulation, resource allocation
--- a/examples/infospace-with-history/output/mappings/book-4-chapter-02-prompt.md
+++ b/examples/infospace-with-history/output/mappings/book-4-chapter-02-prompt.md
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+# 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
+
+--- ENTITY: restraints upon importation ---
+
+# Restraints Upon Importation
+
+## Definition
+
+Legal prohibitions or high duties imposed on the importation of goods that can be produced domestically, designed to secure a monopoly of the home market for domestic industry. These restraints prevent foreign competition in specific sectors by either completely banning imports or making them prohibitively expensive through tariffs.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+This entity appears as the central mechanism discussed in the chapter, forming the basis of Smith's critique of protectionist trade policies. The chapter examines how restraints upon importation affect domestic industry, market prices, and overall economic efficiency, arguing that such restrictions often harm rather than help the general economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: home market monopoly ---
+
+# Home Market Monopoly
+
+## Definition
+
+The exclusive control over domestic sales of goods produced within a country, achieved through legal restrictions on foreign imports. This monopoly allows domestic producers to sell without foreign competition, potentially at higher prices and with less incentive for efficiency improvements.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how home market monopolies are created through import restraints and examines their effects on domestic industry. He argues that while such monopolies may benefit specific producers, they often lead to inefficient resource allocation and higher prices for consumers.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: domestic industry protection ---
+
+# Domestic Industry Protection
+
+## Definition
+
+Government policies that shield domestic producers from foreign competition through import restrictions, tariffs, or prohibitions. These measures aim to preserve and promote local manufacturing and agricultural sectors by limiting access to foreign goods in the domestic market.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines various forms of domestic industry protection, including prohibitions on live cattle imports, high duties on corn, and restrictions on foreign woollen goods. He analyzes how these protections affect different sectors and questions whether they ultimately benefit or harm the broader economy.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: foreign trade of consumption ---
+
+# Foreign Trade of Consumption
+
+## Definition
+
+Trade involving the importation of foreign goods for domestic consumption, as opposed to the carrying trade which involves transporting goods between foreign countries. This type of trade directly affects domestic consumption patterns and market prices.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts foreign trade of consumption with home trade and carrying trade, examining how merchants naturally prefer to sell foreign goods in the domestic market when possible. He discusses the capital requirements and risks associated with each type of trade.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: carrying trade ---
+
+# Carrying Trade
+
+## Definition
+
+The commercial activity of transporting goods between foreign countries without direct involvement in either the production or final consumption of those goods. This trade requires capital to be divided between multiple foreign locations and involves higher risks and costs than domestic trade.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith analyzes the carrying trade as the least preferred form of commerce for merchants due to the separation of capital from the owner and the increased risks involved. He uses the example of Amsterdam merchants transporting corn and wine between Koningsberg and Lisbon to illustrate the challenges of this trade type.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: natural employment of capital ---
+
+# Natural Employment of Capital
+
+## Definition
+
+The allocation of financial resources to economic activities that would occur without artificial intervention, based on comparative advantage and market forces. This represents the most efficient use of capital as determined by natural market conditions rather than government regulation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally flows to its most advantageous employment, and that government regulations attempting to direct capital often result in less efficient outcomes. He emphasizes that individuals seeking their own advantage naturally promote the most efficient allocation of resources.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: artificial direction of industry ---
+
+# Artificial Direction of Industry
+
+## Definition
+
+Government intervention that forces capital and labor into specific economic activities through regulations, prohibitions, or incentives, rather than allowing market forces to determine natural employment patterns. This intervention often results in less efficient resource allocation.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith critiques government attempts to direct industry through protectionist measures, arguing that such artificial direction typically leads to less advantageous outcomes than would occur naturally. He uses the example of forcing capital into domestic manufacturing when foreign goods could be obtained more cheaply.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: invisible hand mechanism ---
+
+# Invisible Hand Mechanism
+
+## Definition
+
+The unintended social benefits that arise when individuals pursue their own self-interest in economic activities. This natural market mechanism leads to outcomes that often promote public welfare more effectively than deliberate attempts to serve the public good.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith introduces one of his most famous concepts, explaining how individuals seeking their own gain often promote societal interests more effectively than those who explicitly aim to benefit the public. This mechanism operates through the natural functioning of competitive markets.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: prudent family maxim ---
+
+# Prudent Family Maxim
+
+## Definition
+
+The economic principle that individuals and families should not attempt to produce at home what costs more to make than to purchase from others. This maxim guides efficient resource allocation at the household level and serves as a model for national economic policy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith uses the example of a tailor not making his own shoes and a shoemaker not making his own clothes to illustrate how specialization and trade lead to greater efficiency. He argues this same principle should guide national economic policy regarding imports and domestic production.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: monopoly effects on prices ---
+
+# Monopoly Effects on Prices
+
+## Definition
+
+The economic consequences of market control by domestic producers, including higher prices for consumers and reduced incentives for efficiency improvements. Monopolies created through import restrictions prevent competition that would normally drive prices down and quality up.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how monopolies secured through import restraints affect market prices and consumer welfare. He argues that while producers benefit from monopoly power, society as a whole suffers from higher prices and reduced economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: national animosity in trade policy ---
+
+# National Animosity in Trade Policy
+
+## Definition
+
+The influence of political hostility and national rivalries on commercial regulations, often resulting in trade restrictions and retaliatory measures that harm economic efficiency. This phenomenon can lead to policies that prioritize political objectives over economic welfare.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how the Navigation Act of 1651 was influenced by animosity between England and Holland, noting that while such policies may serve political purposes, they often have negative economic consequences. He argues that trade restrictions based on national animosity typically harm both parties involved.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: retaliation in trade policy ---
+
+# Retaliation in Trade Policy
+
+## Definition
+
+The practice of imposing trade restrictions in response to similar measures taken by other nations, often motivated by revenge rather than economic benefit. This creates a cycle of protectionist measures that can harm all parties involved.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the French-English trade restrictions as an example of retaliatory trade policies, arguing that such measures often harm the retaliating nation as much as the target. He suggests that retaliation is only justified when there is a reasonable probability of achieving beneficial policy changes.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: gradual restoration of trade freedom ---
+
+# Gradual Restoration of Trade Freedom
+
+## Definition
+
+The careful, phased removal of trade restrictions to minimize economic disruption when transitioning from protectionist policies to free trade. This approach recognizes that sudden changes can cause significant hardship for workers and businesses adapted to protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith advocates for a gradual approach to removing trade restrictions, particularly when entire industries have developed under protection. He argues that sudden changes could throw thousands out of work and cause unnecessary economic hardship, even when the ultimate goal of free trade would benefit society.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: manufacturers' monopoly power ---
+
+# Manufacturers' Monopoly Power
+
+## Definition
+
+The political and economic influence wielded by domestic manufacturers who benefit from trade restrictions and import prohibitions. This power often allows them to maintain protectionist policies even when such policies harm the broader economy.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith warns about the growing power of manufacturers who have secured monopolies through trade restrictions, comparing their influence to that of a standing army. He argues that their political power often prevents the implementation of beneficial free trade policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: revenue versus capital effects ---
+
+# Revenue Versus Capital Effects
+
+## Definition
+
+The distinction between policies that affect immediate economic returns (revenue) and those that influence long-term wealth accumulation (capital). Smith argues that protectionist measures may provide short-term benefits to certain groups while reducing overall economic growth.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how trade restrictions affect both immediate economic returns and long-term capital accumulation, arguing that while such measures may benefit specific industries in the short term, they typically reduce overall economic growth and prosperity.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: natural advantages in trade ---
+
+# Natural Advantages in Trade
+
+## Definition
+
+The inherent economic benefits that certain countries possess in producing specific goods, whether due to climate, geography, natural resources, or acquired skills. These advantages should guide trade patterns rather than artificial restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that countries should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. He uses the example of Scottish wine production to illustrate the absurdity of ignoring natural advantages.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: country gentlemen versus merchants ---
+
+# Country Gentlemen Versus Merchants
+
+## Definition
+
+The contrasting economic interests and political influences of agricultural landowners (country gentlemen) and commercial merchants in shaping trade policy. Smith argues that country gentlemen are generally less prone to monopolistic thinking than merchants.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the economic perspectives of country gentlemen and merchants, arguing that while both groups seek protection for their interests, country gentlemen are generally more public-spirited and less likely to support harmful monopolistic policies.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: maritime commerce development ---
+
+# Maritime Commerce Development
+
+## Definition
+
+The historical progression of overseas trade and naval power, particularly as influenced by commercial regulations like the Navigation Acts. This development pattern shows how trade policies can shape national economic and military capabilities.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the Navigation Acts were designed to promote British maritime commerce and naval power, arguing that while such policies may serve defense purposes, they often come at significant economic costs to the nation.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: foreign corn importation effects ---
+
+# Foreign Corn Importation Effects
+
+## Definition
+
+The economic impact of allowing foreign grain imports on domestic agriculture, including effects on prices, land values, and agricultural employment. Smith argues that fears about foreign corn imports are often exaggerated.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of foreign corn imports on British agriculture, arguing that the actual quantities imported are too small to significantly affect domestic farmers. He suggests that fears about foreign competition in agriculture are often misplaced.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: graziers versus manufacturers interests ---
+
+# Graziers Versus Manufacturers Interests
+
+# Definition
+
+The differing economic interests between livestock producers (graziers) and manufacturers in trade policy, particularly regarding import restrictions on competing goods. Smith argues that manufacturers often benefit more from protectionist policies than agricultural producers.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith contrasts the effects of trade restrictions on graziers and manufacturers, arguing that while both groups seek protection, manufacturers often gain more from protectionist policies due to the nature of their products and markets.
+
+## Economic Domain
+
+Regulation
+
+---
+--- ENTITY: natural course of capital employment ---
+
+# Natural Course of Capital Employment
+
+## Definition
+
+The tendency of financial resources to flow to their most productive uses without government intervention, based on market forces and comparative advantage. This natural allocation typically produces better outcomes than government-directed investment.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that capital naturally seeks its most advantageous employment and that government attempts to direct capital often result in less efficient outcomes. He emphasizes that individuals pursuing their own interest typically promote more efficient capital allocation than government planners.
+
+## Economic Domain
+
+Accumulation
+
+---
+--- ENTITY: specie export prohibition effects ---
+
+# Specie Export Prohibition Effects
+
+## Definition
+
+The economic consequences of laws preventing the export of gold and silver, including effects on trade balances, monetary circulation, and international commerce. Smith argues that such prohibitions are typically ineffective and harmful.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines the effects of laws prohibiting the export of precious metals, arguing that such restrictions are both ineffective and harmful to trade. He suggests that market forces naturally regulate the flow of specie across borders.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: domestic market size effects ---
+
+# Domestic Market Size Effects
+
+## Definition
+
+The influence of market size on economic efficiency, specialization, and division of labor. Smith argues that larger markets enable greater specialization and more efficient production than smaller, protected markets.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how the size of domestic markets affects economic efficiency, arguing that protectionist policies that limit market size ultimately reduce the benefits of specialization and division of labor.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: temporary versus permanent price effects ---
+
+# Temporary Versus Permanent Price Effects
+
+## Definition
+
+The distinction between short-term price fluctuations caused by temporary market conditions and long-term price changes resulting from fundamental economic factors or government policies. Smith argues that trade restrictions often create permanent price distortions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith distinguishes between temporary market price fluctuations and permanent price effects caused by government regulations, arguing that protectionist policies often create lasting distortions in market prices that harm economic efficiency.
+
+## Economic Domain
+
+Distribution
+
+---
+--- ENTITY: public good versus private interest ---
+
+# Public Good Versus Private Interest
+
+## Definition
+
+The tension between policies that benefit specific private interests and those that promote the general welfare of society. Smith argues that what benefits particular groups often harms the broader public interest.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how policies that benefit specific industries or groups often harm the broader economy, arguing that the pursuit of private interest through free markets often better serves the public good than direct attempts to promote it.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: economic system adaptability ---
+
+# Economic System Adaptability
+
+## Definition
+
+The capacity of economic systems to adjust to changing conditions and adopt new, more efficient practices. Smith argues that free markets naturally promote adaptability while protectionist policies often hinder necessary economic adjustments.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how protectionist policies can prevent necessary economic adjustments and adaptations, arguing that free markets naturally promote the adoption of more efficient practices and technologies.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: national economic identity ---
+
+# National Economic Identity
+
+## Definition
+
+The conception of a nation's economic character and interests, often shaped by protectionist policies and trade restrictions. Smith argues that such identities are often based on misconceptions about national economic interests.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith examines how national economic identities are shaped by protectionist policies and trade restrictions, arguing that such conceptions often lead to policies that harm rather than benefit the nation's true economic interests.
+
+## Economic Domain
+
+General Theory
+
+---
+--- ENTITY: market price mechanism ---
+
+# Market Price Mechanism
+
+## Definition
+
+The natural process by which market prices adjust to balance supply and demand, coordinating economic activity without central direction. Smith argues that this mechanism is disrupted by government intervention and trade restrictions.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith discusses how market price mechanisms coordinate economic activity and how government intervention through trade restrictions disrupts these natural price signals, leading to inefficient resource allocation.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: comparative advantage principle ---
+
+# Comparative Advantage Principle
+
+## Definition
+
+The economic principle that nations should specialize in producing goods where they have relative efficiency advantages and trade for other goods, rather than attempting self-sufficiency. This principle guides optimal international trade patterns.
+
+## Source Chapter
+
+Book IV, Chapter 2
+
+## Context
+
+Smith argues that nations should specialize in producing goods where they have natural advantages and trade for other goods, rather than attempting to produce everything domestically. This principle underlies his critique of protectionist trade policies.
+
+## Economic Domain
+
+Exchange
+
+---
+--- ENTITY: economic development sequencing ---
+
+# Economic Development Sequencing
+
+## Definition
+
+The natural order in which different economic activities develop within a nation, typically progressing from agriculture to manufacturing to foreign trade. Smith argues that this sequence should not be artificially reversed through government intervention.
+
+## Source Chapter
+
+Book
+
+## VSM Framework Reference
+
+---
+id: vsm-framework
+name: vsm_framework
+artifact_type: content
+description: Stafford Beer's Viable System Model reference for economic analysis
+version: 1.0.0
+---
+
+# Stafford Beer's Viable System Model (VSM)
+
+The Viable System Model (VSM) is a model of the organisational structure of any
+autonomous system capable of producing itself. It was created by management
+cybernetician Stafford Beer in his books *Brain of the Firm* (1972) and
+*The Heart of Enterprise* (1979).
+
+## Core Principle: Viability
+
+A viable system is any system organised in such a way as to meet the demands
+of surviving in a changing environment. One of the prime features of systems
+that survive is that they are adaptable. The VSM expresses a model for a
+viable system, which is an abstracted cybernetic description applicable to
+any organisation that is a going concern.
+
+## The Five Systems
+
+### System 1 (S1) — Operations
+
+The primary activities that produce the organisation's purpose. These are the
+operational units that directly create value. Each operational element is itself
+a viable system (the principle of recursion).
+
+**In economic terms:** Productive enterprises, factories, farms, workshops,
+individual labourers performing specialised tasks, merchant operations.
+
+**Key properties:** Autonomy within constraints, self-organisation,
+direct engagement with the environment.
+
+### System 2 (S2) — Coordination
+
+The information channels and bodies that allow the primary activities in
+System 1 to communicate with each other and that allow System 3 to monitor
+and coordinate activities. System 2 dampens oscillations and resolves
+conflicts between operational units.
+
+**In economic terms:** Market price mechanisms, trade customs, standard
+weights and measures, commercial law, banking clearinghouses, trade guilds.
+
+**Key properties:** Anti-oscillatory, dampening, scheduling, conflict
+resolution, standardisation.
+
+### System 3 (S3) — Control / Operational Management
+
+The structures and controls that establish the rules, resources, rights,
+and responsibilities of System 1 and provide an interface between Systems 1
+and Systems 4/5. System 3 represents the day-to-day control of the
+organisation. It optimises the internal environment.
+
+**In economic terms:** Government regulation of trade, taxation policy, labour
+laws, enforcement of contracts, the "invisible hand" as emergent internal
+regulation, guilds and corporations governing members.
+
+**Key properties:** Internal regulation, resource allocation, accountability,
+synergy extraction, performance management.
+
+### System 3* (S3*) — Audit / Monitoring
+
+The audit and monitoring channel that allows System 3 to verify information
+coming from System 1 through channels other than those provided by System 2.
+System 3* provides sporadic, direct access to operational reality.
+
+**In economic terms:** Market inspections, quality checks, auditing of accounts,
+surprise investigations into trade practices, verification of weights and measures.
+
+**Key properties:** Sporadic direct investigation, reality checking, bypassing
+normal reporting channels.
+
+### System 4 (S4) — Intelligence / Adaptation
+
+The bodies and processes that look outward to the environment to monitor
+how the organisation needs to adapt to remain viable. System 4 captures
+all relevant information about the outside-and-then environment. It is
+responsible for strategic responses.
+
+**In economic terms:** Foreign intelligence about trade opportunities,
+market research, new technology adoption, colonial exploration and trade
+route development, understanding of foreign economic systems.
+
+**Key properties:** Environmental scanning, future orientation, strategic
+planning, modelling, research and development.
+
+### System 5 (S5) — Policy / Identity
+
+The policy-making body that balances demands from Systems 3 and 4 and defines
+the identity, values, and purpose of the organisation. System 5 provides
+closure to the whole system and represents its supreme authority.
+
+**In economic terms:** Sovereign authority, constitutional principles governing
+economic policy, national economic identity, the philosophical foundations
+of economic systems (mercantilism vs. free trade), the overarching purpose
+of the commonwealth.
+
+**Key properties:** Identity, ethos, supreme command, policy closure,
+balancing internal and external perspectives.
+
+## Key Concepts
+
+### Recursion
+
+Every viable system contains and is contained in a viable system. The same
+five-system structure recurs at every level of organisation. A workshop is
+a viable system within a factory, which is a viable system within an
+industry, which is a viable system within a national economy.
+
+### Variety
+
+A measure of the number of possible states of a system. The Law of Requisite
+Variety (Ashby's Law) states that only variety can absorb variety. A
+controller must have at least as much variety as the system it controls.
+
+### Requisite Variety
+
+The principle that for effective regulation, the variety of the regulator
+must match the variety of the system being regulated. This is achieved
+through variety attenuation (reducing the variety coming up from operations)
+and variety amplification (increasing the variety of management's responses).
+
+### Attenuation and Amplification
+
+Variety engineering mechanisms. Attenuation reduces variety (e.g., reporting
+summaries, statistical aggregation, standardisation). Amplification increases
+variety (e.g., delegation, empowerment, decentralisation).
+
+### Algedonic Signals
+
+Emergency signals that bypass the normal management hierarchy to alert
+higher systems of critical situations requiring immediate attention. Named
+from the Greek words for pain (algos) and pleasure (hedone).
+
+**In economic terms:** Market panics, famine signals, sudden price collapses,
+trade embargoes, economic crises that demand immediate sovereign intervention.
+
+### Autonomy
+
+The degree of freedom granted to operational units (System 1) to self-organise
+within constraints set by System 3. Beer argued that maximum autonomy
+consistent with systemic cohesion yields maximum viability.
+
+### Viability
+
+The capacity of a system to maintain a separate existence and survive in a
+changing environment. A viable system continuously adapts while maintaining
+its identity.
+
+
+## Mapping Guidelines
+
+---
+id: mapping-rules
+name: mapping_rules
+artifact_type: content
+description: Guidelines for mapping economic entities to VSM concepts
+version: 1.0.0
+---
+
+# VSM Mapping Rules
+
+## Mapping Principles
+
+1. **Ground in Beer's definitions.** Every mapping rationale must reference
+   the specific VSM system function, not just a superficial resemblance.
+
+2. **Prefer structural over metaphorical mappings.** A mapping is strong
+   when the economic entity performs the same *functional role* in Smith's
+   economic system as the VSM component performs in an organisation.
+
+3. **Allow multiple mappings.** A single economic entity may map to
+   multiple VSM systems. For example, "the sovereign" may map to both
+   S3 (regulation) and S5 (policy). Create separate mapping documents
+   for each relationship.
+
+4. **Respect recursion.** Consider at which level of recursion the mapping
+   applies. The division of labour within a single workshop (S1-level)
+   differs from the division of labour across an entire national economy
+   (higher recursion level).
+
+## Mapping Strength Criteria
+
+### Strong
+- The entity directly performs the function of the VSM system.
+- The mapping would be recognisable to a VSM practitioner without explanation.
+- Example: "market price mechanism" → S2 (Coordination) — prices coordinate
+  supply and demand between producers.
+
+### Moderate
+- The entity partially performs the function or performs it in a limited context.
+- The mapping requires some argument but is defensible.
+- Example: "merchant" → S4 (Intelligence) — merchants gather information
+  about foreign markets, but this is not their primary function.
+
+### Weak
+- The mapping is speculative or metaphorical rather than structural.
+- The connection exists but requires significant interpretive work.
+- Example: "moral sentiments" → S5 (Policy) — broad ethical framework
+  shapes economic behaviour, but the connection is indirect.
+
+## What NOT to Map
+
+- Do not force mappings where none exist. It is valid for an entity to have
+  no clear VSM mapping — flag it with "Mapping Strength: Weak" and explain
+  the difficulty.
+- Do not map purely descriptive/historical content that lacks functional
+  significance.
+
+## VSM System Checklist
+
+When mapping, consider each system:
+
+| System | Question to Ask |
+|--------|----------------|
+| S1     | Does this entity directly produce value or output? |
+| S2     | Does this entity coordinate between operational units? |
+| S3     | Does this entity regulate internal operations? |
+| S3*    | Does this entity provide audit or verification? |
+| S4     | Does this entity scan the environment or plan for the future? |
+| S5     | Does this entity define identity, policy, or purpose? |
+
+Also consider the key concepts:
+- **Recursion**: At what level does this entity operate?
+- **Variety**: Does this entity manage variety (attenuate or amplify)?
+- **Algedonic signals**: Does this entity serve as an emergency signal?
+- **Autonomy**: Does this entity relate to operational autonomy?
+
+
+## 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.
--- a/examples/infospace-with-history/output/metrics/history.yaml
+++ b/examples/infospace-with-history/output/metrics/history.yaml
@@ -622,3 +622,29 @@
    concern: C1
  metadata:
    source: collection-checks
+- snapshot_id: 3a8c0d00
+  created_at: '2026-02-19T20:13:09.844932+00:00'
+  schema_name: default
+  entity_count: 694
+  entity_evaluations: []
+  collection_metrics:
+  - name: coherence_components
+    value: 0.0
+    concern: C3
+  - name: consistency_cycles
+    value: 0.0
+    concern: C4
+  - name: coverage_ratio
+    value: 0.5738636363636364
+    concern: C2
+  - name: granularity_entropy
+    value: 2.978260894802193
+    concern: C5
+  - name: modularity
+    value: 0.0
+    concern: C3
+  - name: redundancy_ratio
+    value: 0.008645533141210375
+    concern: C1
+  metadata:
+    source: collection-checks
--- a/examples/infospace-with-history/output/metrics/metrics.yaml
+++ b/examples/infospace-with-history/output/metrics/metrics.yaml
@@ -1,6 +1,6 @@
 coherence_components: 0.0
 consistency_cycles: 0.0
-coverage_ratio: 0.577381
-granularity_entropy: 2.975433
+coverage_ratio: 0.573864
+granularity_entropy: 2.978261
 modularity: 0.0
-redundancy_ratio: 0.008969
+redundancy_ratio: 0.008646
--- a/examples/infospace-with-history/output/processing-log.yaml
+++ b/examples/infospace-with-history/output/processing-log.yaml
@@ -808,3 +808,44 @@
    finish_reason: stop
    duration_seconds: 86.4
    error: null
+- source_id: book-4-chapter-02
+  processed_at: '2026-02-19T20:19:39Z'
+  provider: openrouter
+  model: arcee-ai/trinity-large-preview:free
+  success: true
+  total_prompt_tokens: 52734
+  total_completion_tokens: 11880
+  total_cost: 0.0
+  total_duration_seconds: 385.6
+  total_retries: 0
+  stages:
+  - stage: extract-entities
+    retries: 0
+    provider: openrouter
+    model: arcee-ai/trinity-large-preview:free
+    prompt_tokens: 21965
+    completion_tokens: 5744
+    cost: 0.0
+    finish_reason: unknown
+    duration_seconds: 186.8
+    error: null
+  - stage: map-to-vsm
+    retries: 0
+    provider: openrouter
+    model: arcee-ai/trinity-large-preview:free
+    prompt_tokens: 8585
+    completion_tokens: 443
+    cost: 0.0
+    finish_reason: unknown
+    duration_seconds: 108.8
+    error: null
+  - stage: synthesize-analysis
+    retries: 0
+    provider: openrouter
+    model: arcee-ai/trinity-large-preview:free
+    prompt_tokens: 22184
+    completion_tokens: 5693
+    cost: 0.0
+    finish_reason: unknown
+    duration_seconds: 90.0
+    error: null