feat(llm): add OpenAI adapter, entity archive policy, process chapters 5-7

Add OpenAIAdapter for the OpenAI chat completions API (apikey-chatgpt.txt
or OPENAI_API_KEY). Set default model to arcee-ai/trinity-large-preview:free
for the infospace pipeline and increase max_tokens from 4096 to 8192.

Reprocess chapter 05 with Trinity Large (was Gemini: 1 truncated entity,
now 19 complete entities). Process chapters 06 (Aurora Alpha, 10 entities)
and 07 (Trinity Large, 15 entities including regenerated violent-policy.md).
Canonical set now at 85 unique entities.

Add entity archive policy: entities are never silently deleted. Retired
entities move to output/entities/archive/ with a dated reason header.
New CLI option: --archive-entity <slug> --reason "...". The --list
output shows the archive count alongside the canonical set.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

examples/infospace-with-history/output/mappings/book-1-chapter-05-mappings.md

@@ -1,35 +1,550 @@
---- MAPPING: Necessaries-Conveniencies-and-Amusements-of-Life-to-VSM-System-5 ---
-# Necessaries, Conveniencies, and Amusements of Life -> VSM System 5 (Policy / Identity)
+--- MAPPING: real-price-to-S1 ---
+# real-price -> S1
 
 ## Economic Entity Reference
 
---- ENTITY: necessaries, conveniencies, and amusements of life ---
-# Necessaries, Conveniencies, and Amusements of Life
+**Entity:** real-price
 
-## Definition
-This collective term refers to the various goods and services that individuals desire and consume to sustain and improve their well-being. Adam Smith uses it to describe the ultimate objects of human enjoyment and, by extension, what wealth enables a person to acquire. The ability to command these items, rather than merely possessing money or commodities, is presented as the true measure of a person's richness or poverty.
+**Definition:** The real price of any commodity is the toil and trouble of acquiring it, or the quantity of labour which it can command or enable the possessor to purchase. This represents the actual cost in terms of human effort and sacrifice required to obtain something, as opposed to its nominal or monetary price. Smith argues that labour is the only universal and accurate measure of value because equal quantities of labour always have equal value to the labourer, regardless of time or place.
 
-## Source Chapter
-Book 1, Chapter 5
+**Economic Domain:** General Theory
 
-## Context
-Introduced in the opening paragraph, this concept establishes the fundamental purpose of economic activity and the ultimate utility derived from wealth. It frames the subsequent discussion on how different
+**Smith's Original Wording:** "The real price of every thing, what every thing really costs to the man who wants to acquire it, is the toil and trouble of acquiring it."
 
 ## VSM Concept Reference
 
-### System 5 (S5) — Policy / Identity
+**VSM Concept:** System 1 (Operations)
 
-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.
+**Definition:** 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:** 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 Properties:** Autonomy within constraints, self-organisation, direct engagement with the environment.
 
 ## Mapping Rationale
 
-"Necessaries, Conveniencies, and Amusements of Life" represents the fundamental *purpose* and ultimate *goal* of the entire economic system described by Adam Smith. This aligns directly with VSM System 5, which is responsible for defining the *identity, values, and purpose* of a viable system. Just as System 5 establishes the raison d'être for an organization, these "necessaries" define *why* an economy exists and what it ultimately strives to provide for its members. They are the overarching policy objective and the measure by which the system's success (or richness/poverty) is judged.
+Real price directly represents the fundamental output of productive operations - the actual human effort and toil required to create value. This is the core measurement of what System 1 operations produce and what they cost in terms of human labour. The concept of real price as toil and trouble is precisely what operational units expend to generate economic value.
 
 ## Mapping Strength
 
 Strong
----
+
+--- MAPPING: nominal-price-to-S2 ---
+# nominal-price -> S2
+
+## Economic Entity Reference
+
+**Entity:** nominal-price
+
+**Definition:** The nominal price of a commodity is its price expressed in money, or the quantity of money for which it is exchanged. This is the commonly used measure of value in commercial societies, where money has become the common instrument of commerce. Smith distinguishes nominal price from real price (price in labour), arguing that while nominal price is what people commonly use to estimate value, it is less accurate because the value of money itself can fluctuate over time.
+
+**Economic Domain:** General Theory
+
+**Smith's Original Wording:** "But though labour be the real measure of the exchangeable value of all commodities, it is not that by which their value is commonly estimated... But when barter ceases, and money has become the common instrument of commerce, every particular commodity is more frequently exchanged for money than for any other commodity."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Nominal price serves as the coordination mechanism between different System 1 operations by providing a common language for exchange. It enables different producers to communicate value and facilitates trade between diverse operations. Like System 2, nominal price dampens the oscillations that would occur in direct barter and provides a standardised medium for coordination across the economic system.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: command-over-labour-to-S3 ---
+# command-over-labour -> S3
+
+## Economic Entity Reference
+
+**Entity:** command-over-labour
+
+**Definition:** The power to direct or purchase the labour of others, which constitutes wealth according to Smith. He argues that a person's wealth is determined by the quantity of labour they can command or afford to purchase, rather than by the mere possession of money or goods. This concept links economic power directly to human productive capacity, suggesting that true wealth is measured by one's ability to mobilize productive resources through the market.
+
+**Economic Domain:** Distribution
+
+**Smith's Original Wording:** "The value of any commodity, therefore, to the person who possesses it, and who means not to use or consume it himself, but to exchange it for other commodities, is equal to the quantity of labour which it enables him to purchase or command."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Command over labour represents the fundamental mechanism by which economic resources are allocated and controlled within the system. Like System 3, it establishes who has the right to direct productive resources and how those resources are distributed. This concept is central to the internal regulation of economic activity, determining the allocation of labour power and the distribution of productive capacity across the system.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: toil-and-trouble-to-S1 ---
+# toil-and-trouble -> S1
+
+## Economic Entity Reference
+
+**Entity:** toil-and-trouble
+
+**Definition:** The physical and mental effort, hardship, and sacrifice required to acquire or produce goods and services. Smith uses this phrase to describe what commodities really cost to the person who wants to acquire them, and what they are really worth to someone who has acquired them and wants to exchange them. This concept represents the fundamental human cost that underlies all economic value and serves as the basis for his definition of real price.
+
+**Economic Domain:** Production
+
+**Smith's Original Wording:** "The real price of every thing, what every thing really costs to the man who wants to acquire it, is the toil and trouble of acquiring it. What every thing is really worth to the man who has acquired it and wants to dispose of it, or exchange it for something else, is the toil and trouble which it can save to himself, and which it can impose upon other people."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 1 (Operations)
+
+**Definition:** 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).
+
+**Key Properties:** Autonomy within constraints, self-organisation, direct engagement with the environment.
+
+## Mapping Rationale
+
+Toil and trouble represents the actual productive output of System 1 operations - the real human effort and sacrifice that goes into creating economic value. This is the fundamental cost and output of productive activity, representing what System 1 units actually do: they apply human effort to transform resources into valuable goods and services. The concept directly maps to the core function of operational units.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: power-of-purchasing-to-S3 ---
+# power-of-purchasing -> S3
+
+## Economic Entity Reference
+
+**Entity:** power-of-purchasing
+
+**Definition:** The capacity to acquire goods and services through exchange, determined by the quantity of labour one's possessions can command. Smith argues that the exchangeable value of any commodity is precisely equal to the extent of the power it conveys to its owner to purchase labour or the produce of labour in the market. This concept links economic value directly to the ability to mobilize productive resources through exchange.
+
+**Economic Domain:** Distribution
+
+**Smith's Original Wording:** "The exchangeable value of every thing must always be precisely equal to the extent of this power which it conveys to its owner."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Power of purchasing represents the fundamental control mechanism for resource allocation within the economic system. Like System 3, it determines who has access to what resources and establishes the rules for how productive capacity is directed. This concept is central to the internal regulation of economic activity, controlling the flow of resources and the distribution of productive power across the system.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: labour-as-measure-of-value-to-S2 ---
+# labour-as-measure-of-value -> S2
+
+## Economic Entity Reference
+
+**Entity:** labour-as-measure-of-value
+
+**Definition:** The principle that labour is the only universal and accurate standard by which the value of all commodities can be compared at all times and places. Smith argues that labour alone, never varying in its own value, is the ultimate and real standard for estimating and comparing the value of commodities, as it reflects the actual human effort required to produce them. This concept forms the foundation of his labour theory of value.
+
+**Economic Domain:** General Theory
+
+**Smith's Original Wording:** "Labour therefore, is the real measure of the exchangeable value of all commodities... Labour alone, therefore, never varying in its own value, is alone the ultimate and real standard by which the value of all commodities can at all times and places be estimated and compared."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Labour as measure of value serves as the fundamental coordination standard that enables different System 1 operations to communicate and compare their outputs. Like System 2, it provides a common reference point that allows diverse productive activities to be coordinated and compared. This universal standard enables the economic system to function coherently by providing a consistent measure for exchange and coordination.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: degradation-of-coinage-to-S3 ---
+# degradation-of-coinage -> S3
+
+## Economic Entity Reference
+
+**Entity:** degradation-of-coinage
+
+**Definition:** The process by which the quantity of pure metal contained in coins diminishes over time, either through deliberate reduction by authorities or through natural wear and tear. Smith observes that the quantity of metal in coins has almost continually diminished throughout history, rarely increasing, and that this degradation reduces the value of money rents and fixed monetary obligations over time.
+
+**Economic Domain:** Regulation
+
+**Smith's Original Wording:** "The quantity of metal contained in the coins, I believe of all nations, has accordingly been almost continually diminishing, and hardly ever augmenting."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Degradation of coinage represents a failure of the internal regulatory mechanisms that maintain the integrity of the monetary system. Like System 3, it involves the control and management of internal resources, but in this case represents a breakdown in the system's ability to maintain stable value standards. This concept highlights the importance of proper internal regulation to prevent the erosion of value standards that System 3 is meant to maintain.
+
+## Mapping Strength
+
+Moderate
+
+--- MAPPING: corn-rent-to-S3 ---
+# corn-rent -> S3
+
+## Economic Entity Reference
+
+**Entity:** corn-rent
+
+**Definition:** A form of rent payment reserved in corn (grain) rather than money, which Smith argues preserves its value much better than money rents over time. Because corn represents a basic necessity of life and its value is more stable relative to labour, corn rents maintain their real value better than monetary rents, which are subject to the degradation of coinage and fluctuations in the value of precious metals.
+
+**Economic Domain:** Regulation
+
+**Smith's Original Wording:** "The rents which have been reserved in corn, have preserved their value much better than those which have been reserved in money, even where the denomination of the coin has not been altered."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Corn rent represents a regulatory mechanism for maintaining stable value relationships within the economic system. Like System 3, it establishes rules and standards for resource allocation that protect against the degradation of value standards. This concept shows how proper internal regulation can maintain the integrity of economic relationships over time by using more stable value measures than monetary standards.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: money-rent-to-S3 ---
+# money-rent -> S3
+
+## Economic Entity Reference
+
+**Entity:** money-rent
+
+**Definition:** A form of rent payment reserved in money rather than in kind, which Smith argues is less reliable for preserving value over time than corn rents. Money rents are subject to variations in the value of gold and silver, including the degradation of coinage and fluctuations in the value of precious metals, making them less stable measures of real value than rents paid in basic commodities.
+
+**Economic Domain:** Regulation
+
+**Smith's Original Wording:** "The same real price is always of the same value; but on account of the variations in the value of gold and silver, the same nominal price is sometimes of very different values."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Money rent represents a failure of internal regulatory mechanisms to maintain stable value relationships. Like System 3, it involves the establishment of rules for resource allocation, but demonstrates how improper regulation can lead to value degradation over time. This concept highlights the importance of proper internal regulation in maintaining stable economic relationships and preventing the erosion of value standards.
+
+## Mapping Strength
+
+Moderate
+
+--- MAPPING: market-price-fluctuation-to-S2 ---
+# market-price-fluctuation -> S2
+
+## Economic Entity Reference
+
+**Entity:** market-price-fluctuation
+
+**Definition:** The temporary and occasional variations in the price of commodities in the market, which can fluctuate significantly from year to year due to changes in supply and demand conditions. Smith notes that while the average or ordinary price of corn may remain stable for long periods, the temporary price can frequently be double one year what it was the year before, or fluctuate dramatically within short time frames.
+
+**Economic Domain:** Exchange
+
+**Smith's Original Wording:** "In the mean time, the temporary and occasional price of corn may frequently be double one year of what it had been the year before, or fluctuate, for example, from five-and-twenty to fifty shillings the quarter."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Market price fluctuations represent the natural oscillations that System 2 is designed to manage and dampen. These temporary price variations are the kind of market noise that coordination mechanisms must filter and regulate. Like System 2, the market price mechanism both creates and responds to these fluctuations, providing the information needed to coordinate supply and demand while also being subject to the oscillations it must help manage.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: money-as-measure-of-value-to-S2 ---
+# money-as-measure-of-value -> S2
+
+## Economic Entity Reference
+
+**Entity:** money-as-measure-of-value
+
+**Definition:** The use of money as the common instrument for estimating and comparing the value of commodities in commercial societies, where money has replaced barter as the primary medium of exchange. Smith argues that while money is the exact measure of real exchangeable value at the same time and place, it becomes less reliable as a measure when comparing values across different times and places due to fluctuations in the value of the monetary metal itself.
+
+**Economic Domain:** Exchange
+
+**Smith's Original Wording:** "At the same time and place, therefore, money is the exact measure of the real exchangeable value of all commodities. It is so, however, at the same time and place only."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Money as measure of value serves as the primary coordination mechanism that enables different System 1 operations to communicate and compare their outputs. Like System 2, it provides a common reference point that allows diverse productive activities to be coordinated and compared across the economic system. This universal standard enables the economic system to function coherently by providing a consistent measure for exchange and coordination.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: silver-as-measure-of-value-to-S2 ---
+# silver-as-measure-of-value -> S2
+
+## Economic Entity Reference
+
+**Entity:** silver-as-measure-of-value
+
+**Definition:** The historical use of silver as the primary standard for measuring value in most modern European nations, where accounts are kept and the value of goods and estates are generally computed in silver rather than gold or other metals. Smith notes that silver has typically been preferred as the measure of value because it was the first metal used as an instrument of commerce and has continued to serve this function even when the necessity was not the same.
+
+**Economic Domain:** Exchange
+
+**Smith's Original Wording:** "In England, therefore, and for the same reason, I believe, in all other modern nations of Europe, all accounts are kept, and the value of all goods and of all estates is generally computed, in silver."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Silver as measure of value represents the coordination standard that enables different System 1 operations to communicate and compare their outputs across the economic system. Like System 2, it provides a common reference point that allows diverse productive activities to be coordinated and compared. This universal standard enables the economic system to function coherently by providing a consistent measure for exchange and coordination.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: gold-as-measure-of-value-to-S2 ---
+# gold-as-measure-of-value -> S2
+
+## Economic Entity Reference
+
+**Entity:** gold-as-measure-of-value
+
+**Definition:** The use of gold as a standard for measuring value, particularly for larger payments, in contrast to silver which is used for purchases of moderate value. Smith notes that while gold is often considered more valuable than silver, the preference for silver as the primary measure of value in most European nations is due to historical custom rather than intrinsic superiority, and that the distinction between standard and non-standard metals is often more nominal than real.
+
+**Economic Domain:** Exchange
+
+**Smith's Original Wording:** "In the proportion between the different metals in the English coin, as copper is rated very much above its real value, so silver is rated somewhat below it."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Gold as measure of value serves as an alternative coordination standard that enables different System 1 operations to communicate and compare their outputs, particularly for larger transactions. Like System 2, it provides a common reference point that allows diverse productive activities to be coordinated and compared. This universal standard enables the economic system to function coherently by providing a consistent measure for exchange and coordination, complementing the primary silver standard.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: legal-tender-to-S3 ---
+# legal-tender -> S3
+
+## Economic Entity Reference
+
+**Entity:** legal-tender
+
+**Definition:** The legally recognized form of payment that must be accepted for the settlement of debts, with different metals having different legal tender status in different contexts. Smith notes that originally, only the coin of the metal considered the standard measure of value could be used as legal tender, and that in England, gold was not considered legal tender for a long time after it was first coined, while copper is not currently legal tender except for small transactions.
+
+**Economic Domain:** Regulation
+
+**Smith's Original Wording:** "Originally, in all countries, I believe, a legal tender of payment could be made only in the coin of that metal which was peculiarly considered as the standard or measure of value."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Legal tender represents the fundamental regulatory mechanism that establishes the rules for economic exchange and resource allocation. Like System 3, it defines what forms of payment are acceptable and establishes the legal framework for economic transactions. This concept is central to the internal regulation of economic activity, determining how resources can be exchanged and what standards must be maintained for economic interactions.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: seignorage-to-S3 ---
+# seignorage -> S3
+
+## Economic Entity Reference
+
+**Entity:** seignorage
+
+**Definition:** A small duty or charge imposed upon the coinage of both gold and silver, which Smith argues would increase the superiority of those metals in coin above an equal quantity of either of them in bullion. He suggests that seignorage would prevent the melting down of coin and discourage its exportation, as the coin would be worth more than its bullion value due to the added seignorage charge.
+
+**Economic Domain:** Regulation
+
+**Smith's Original Wording:** "A small seignorage or duty upon the coinage of both gold and silver, would probably increase still more the superiority of those metals in coin above an equal quantity of either of them in bullion."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Seignorage represents a regulatory mechanism for maintaining the integrity of the monetary system and controlling the flow of resources. Like System 3, it establishes rules and standards that prevent the degradation of value and maintain the proper functioning of economic exchanges. This concept shows how proper internal regulation can maintain the integrity of economic relationships by preventing the exploitation of value differences between coin and bullion.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: bullion-price-to-S2 ---
+# bullion-price -> S2
+
+## Economic Entity Reference
+
+**Entity:** bullion-price
+
+**Definition:** The market price of gold and silver in their raw, uncoined form, which fluctuates based on supply and demand conditions in the bullion market. Smith notes that the occasional fluctuations in the market price of gold and silver bullion arise from the same causes as fluctuations in other commodities, including loss from accidents, waste in manufacturing, and the need for continual importation to replace these losses.
+
+**Economic Domain:** Exchange
+
+**Smith's Original Wording:** "The occasional fluctuations in the market price of gold and silver bullion arise from the same causes as the like fluctuations in that of all other commodities."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 2 (Coordination)
+
+**Definition:** 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.
+
+**Key Properties:** Anti-oscillatory, dampening, scheduling, conflict resolution, standardisation.
+
+## Mapping Rationale
+
+Bullion price serves as a coordination mechanism that enables different System 1 operations to communicate and compare the value of precious metals. Like System 2, it provides a market-based reference point that allows diverse economic activities to be coordinated and compared. This price mechanism enables the economic system to function coherently by providing a consistent measure for the exchange of precious metals, which are fundamental to the monetary system.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: mint-price-to-S3 ---
+# mint-price -> S3
+
+## Economic Entity Reference
+
+**Entity:** mint-price
+
+**Definition:** The official price at which the mint will coin gold or silver bullion into currency, representing the quantity of coin that the mint gives in return for standard bullion. Smith explains that in England, the mint price of gold is three pounds seventeen shillings and tenpence halfpenny per ounce, while the mint price of silver is five shillings and twopence per ounce, with no duty or seignorage charged on coinage.
+
+**Economic Domain:** Regulation
+
+**Smith's Original Wording:** "Three pounds seventeen shillings and tenpence halfpenny (the mint price of gold) certainly does not contain, even in our present excellent gold coin, more than an ounce of standard gold."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 3 (Control / Operational Management)
+
+**Definition:** 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.
+
+**Key Properties:** Internal regulation, resource allocation, accountability, synergy extraction, performance management.
+
+## Mapping Rationale
+
+Mint price represents the fundamental regulatory mechanism that establishes the official conversion rate between raw precious metals and minted currency. Like System 3, it defines the rules for resource allocation and establishes the standards for monetary exchange. This concept is central to the internal regulation of economic activity, determining how precious metals are converted into currency and maintaining the integrity of the monetary system.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: real-nominal-price-distinction-to-S5 ---
+# real-nominal-price-distinction -> S5
+
+## Economic Entity Reference
+
+**Entity:** real-nominal-price-distinction
+
+**Definition:** The fundamental distinction between the actual value of commodities measured in labour (real price) and their commonly used monetary value (nominal price), which Smith argues is not merely theoretical but has considerable practical importance. This distinction is particularly relevant in long-term financial arrangements like perpetual rents or very long leases, where the choice between real and nominal value preservation can have significant consequences.
+
+**Economic Domain:** General Theory
+
+**Smith's Original Wording:** "The distinction between the real and the nominal price of commodities and labour is not a matter of mere speculation, but may sometimes be of considerable use in practice."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 5 (Policy / Identity)
+
+**Definition:** 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.
+
+**Key Properties:** Identity, ethos, supreme command, policy closure, balancing internal and external perspectives.
+
+## Mapping Rationale
+
+The real-nominal price distinction represents the fundamental policy framework that defines how the economic system measures and values its outputs. Like System 5, it establishes the core principles and identity of the economic system, determining whether value is measured by actual human effort or by monetary standards. This distinction shapes the entire economic policy framework and defines the fundamental purpose and values of the economic system.
+
+## Mapping Strength
+
+Strong
+
+--- MAPPING: value-of-silver-to-S4 ---
+# value-of-silver -> S4
+
+## Economic Entity Reference
+
+**Entity:** value-of-silver
+
+**Definition:** The purchasing power of silver as a measure of value, which Smith argues varies over time due to changes in the richness or barrenness of mines supplying the market, and the quantity of labour required to bring silver from mine to market. He notes that while the value of silver sometimes varies greatly from century to century, it seldom varies much from year to year, making it a more stable measure of value over medium time periods than annual price fluctuations would suggest.
+
+**Economic Domain:** Exchange
+
+**Smith's Original Wording:** "The average or ordinary price of corn, again is regulated, as I shall likewise endeavour to shew hereafter, by the value of silver, by the richness or barrenness of the mines which supply the market with that metal."
+
+## VSM Concept Reference
+
+**VSM Concept:** System 4 (Intelligence / Adaptation)
+
+**Definition:** 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.
+
+**Key Properties:** Environmental scanning, future orientation, strategic planning, modelling, research and development.
+
+## Mapping Rationale
+
+The value of silver represents the environmental intelligence that the economic system must monitor to understand its changing conditions. Like System 4, it involves scanning the external environment (mine productivity, labour conditions) to understand how the system's fundamental value measures are changing. This concept shows how the economic system must adapt its understanding of value based on environmental factors that affect the stability of its monetary standards.
+
+## Mapping Strength
+
+Strong

examples/infospace-with-history/output/mappings/book-1-chapter-05-prompt.md

@@ -5,17 +5,539 @@ Your task is to map extracted economic entities to VSM concepts.
 
 ## Extracted Entities
 
---- ENTITY: necessaries, conveniencies, and amusements of life ---
-# Necessaries, Conveniencies, and Amusements of Life
+--- ENTITY: real-price ---
+
+# real-price
 
 ## Definition
-This collective term refers to the various goods and services that individuals desire and consume to sustain and improve their well-being. Adam Smith uses it to describe the ultimate objects of human enjoyment and, by extension, what wealth enables a person to acquire. The ability to command these items, rather than merely possessing money or commodities, is presented as the true measure of a person's richness or poverty.
+
+The real price of any commodity is the toil and trouble of acquiring it, or the quantity of labour which it can command or enable the possessor to purchase. This represents the actual cost in terms of human effort and sacrifice required to obtain something, as opposed to its nominal or monetary price. Smith argues that labour is the only universal and accurate measure of value because equal quantities of labour always have equal value to the labourer, regardless of time or place.
 
 ## Source Chapter
-Book 1, Chapter 5
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
 
 ## Context
-Introduced in the opening paragraph, this concept establishes the fundamental purpose of economic activity and the ultimate utility derived from wealth. It frames the subsequent discussion on how different
+
+Smith introduces the concept of real price in the opening paragraphs of Chapter 5, establishing it as the foundational measure of value in his economic analysis. He contrasts real price with nominal price (price in money), arguing that while people commonly estimate value by monetary price, labour is the true measure because it reflects the actual human effort required. This concept is central to his argument that labour, not money, is the original and universal standard by which all commodities should be valued.
+
+## Economic Domain
+
+General Theory
+
+## Smith's Original Wording
+
+"The real price of every thing, what every thing really costs to the man who wants to acquire it, is the toil and trouble of acquiring it."
+
+## Modern Interpretation
+
+Real price represents the actual human cost of obtaining goods and services, measured in terms of the labour time required. This concept remains relevant in modern economics as it highlights that monetary prices can be misleading indicators of true value, since they can fluctuate due to changes in the value of money itself. The real price concept anticipates modern discussions about purchasing power parity and real versus nominal values in economic analysis.
+
+--- ENTITY: nominal-price ---
+
+# nominal-price
+
+## Definition
+
+The nominal price of a commodity is its price expressed in money, or the quantity of money for which it is exchanged. This is the commonly used measure of value in commercial societies, where money has become the common instrument of commerce. Smith distinguishes nominal price from real price (price in labour), arguing that while nominal price is what people commonly use to estimate value, it is less accurate because the value of money itself can fluctuate over time.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith introduces nominal price as a contrast to real price in his discussion of value measurement. He explains that once barter ceases and money becomes the common instrument of commerce, people naturally estimate the value of commodities by their nominal price in money rather than by the quantity of labour they can command. This shift from real to nominal price is described as more natural and obvious to most people, though less accurate as a measure of true value.
+
+## Economic Domain
+
+General Theory
+
+## Smith's Original Wording
+
+"But though labour be the real measure of the exchangeable value of all commodities, it is not that by which their value is commonly estimated... But when barter ceases, and money has become the common instrument of commerce, every particular commodity is more frequently exchanged for money than for any other commodity."
+
+## Modern Interpretation
+
+Nominal price represents the face value of goods and services in monetary terms, which is the standard way modern economies measure value. However, Smith's distinction remains important because nominal prices can be misleading when the value of money changes over time due to inflation or deflation. This concept underlies modern economic distinctions between nominal and real values in price indices, wage calculations, and economic growth measurements.
+
+--- ENTITY: command-over-labour ---
+
+# command-over-labour
+
+## Definition
+
+The power to direct or purchase the labour of others, which constitutes wealth according to Smith. He argues that a person's wealth is determined by the quantity of labour they can command or afford to purchase, rather than by the mere possession of money or goods. This concept links economic power directly to human productive capacity, suggesting that true wealth is measured by one's ability to mobilize productive resources through the market.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith develops this concept while explaining why labour is the real measure of exchangeable value. He argues that the value of any commodity to someone who possesses it but does not intend to use it is equal to the quantity of labour it enables them to purchase or command. This idea is central to his definition of wealth and connects to his broader analysis of how market economies distribute productive power.
+
+## Economic Domain
+
+Distribution
+
+## Smith's Original Wording
+
+"The value of any commodity, therefore, to the person who possesses it, and who means not to use or consume it himself, but to exchange it for other commodities, is equal to the quantity of labour which it enables him to purchase or command."
+
+## Modern Interpretation
+
+Command over labour represents economic power in terms of the ability to direct productive resources. In modern terms, this concept relates to purchasing power and the ability to hire workers or contract services. It highlights that wealth is fundamentally about the capacity to mobilize human effort rather than simply owning assets, a principle that remains relevant in discussions of economic inequality and the distribution of productive resources.
+
+--- ENTITY: toil-and-trouble ---
+
+# toil-and-trouble
+
+## Definition
+
+The physical and mental effort, hardship, and sacrifice required to acquire or produce goods and services. Smith uses this phrase to describe what commodities really cost to the person who wants to acquire them, and what they are really worth to someone who has acquired them and wants to exchange them. This concept represents the fundamental human cost that underlies all economic value and serves as the basis for his definition of real price.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith introduces "toil and trouble" in his opening discussion of real price, using it to explain what commodities actually cost to acquire and what they are worth when exchanged. He argues that this toil and trouble is saved when we purchase goods with money or other commodities, and that it is this saving of effort that constitutes the real value of exchange. The concept connects directly to his labour theory of value.
+
+## Economic Domain
+
+Production
+
+## Smith's Original Wording
+
+"The real price of every thing, what every thing really costs to the man who wants to acquire it, is the toil and trouble of acquiring it. What every thing is really worth to the man who has acquired it and who wants to dispose of it, or exchange it for something else, is the toil and trouble which it can save to himself, and which it can impose upon other people."
+
+## Modern Interpretation
+
+Toil and trouble represents the total human cost of production, including both physical labour and the mental effort, discomfort, and sacrifice involved. This concept anticipates modern discussions about the true social cost of production, including considerations of worker wellbeing, working conditions, and the broader human impact of economic activity beyond simple monetary calculations.
+
+--- ENTITY: power-of-purchasing ---
+
+# power-of-purchasing
+
+## Definition
+
+The capacity to acquire goods and services through exchange, determined by the quantity of labour one's possessions can command. Smith argues that the exchangeable value of any commodity is precisely equal to the extent of the power it conveys to its owner to purchase labour or the produce of labour in the market. This concept links economic value directly to the ability to mobilize productive resources through exchange.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith develops this concept while explaining why labour is the real measure of exchangeable value. He argues that the power which possession of a fortune immediately conveys is the power of purchasing a certain command over all the labour or produce of labour in the market. This idea is central to his definition of wealth and connects to his broader analysis of how market economies distribute productive power.
+
+## Economic Domain
+
+Distribution
+
+## Smith's Original Wording
+
+"The exchangeable value of every thing must always be precisely equal to the extent of this power which it conveys to its owner."
+
+## Modern Interpretation
+
+Power of purchasing represents the fundamental economic capability to obtain goods and services through market exchange. In modern terms, this concept relates to purchasing power and the ability to direct economic resources. It highlights that economic value is fundamentally about the capacity to mobilize resources through exchange rather than simply owning assets, a principle that remains relevant in discussions of economic inequality and market power.
+
+--- ENTITY: labour-as-measure-of-value ---
+
+# labour-as-measure-of-value
+
+## Definition
+
+The principle that labour is the only universal and accurate standard by which the value of all commodities can be compared at all times and places. Smith argues that labour alone, never varying in its own value, is the ultimate and real standard for estimating and comparing the value of commodities, as it reflects the actual human effort required to produce them. This concept forms the foundation of his labour theory of value.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith develops this concept as the central argument of Chapter 5, building from his definitions of real and nominal price. He systematically demonstrates why labour is superior to other commodities (like silver or corn) as a measure of value, arguing that equal quantities of labour always have equal value to the labourer regardless of time or place, while other commodities are subject to fluctuations in their own value.
+
+## Economic Domain
+
+General Theory
+
+## Smith's Original Wording
+
+"Labour therefore, is the real measure of the exchangeable value of all commodities... Labour alone, therefore, never varying in its own value, is alone the ultimate and real standard by which the value of all commodities can at all times and places be estimated and compared."
+
+## Modern Interpretation
+
+Labour as measure of value represents the idea that human effort is the fundamental source of economic value. While modern economics has moved away from pure labour theories of value, the concept remains influential in understanding the relationship between work, production, and value creation. It anticipates modern discussions about productivity, human capital, and the role of labour in determining economic worth.
+
+--- ENTITY: degradation-of-coinage ---
+
+# degradation-of-coinage
+
+## Definition
+
+The process by which the quantity of pure metal contained in coins diminishes over time, either through deliberate reduction by authorities or through natural wear and tear. Smith observes that the quantity of metal in coins has almost continually diminished throughout history, rarely increasing, and that this degradation reduces the value of money rents and fixed monetary obligations over time.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses degradation of coinage while explaining why money rents are less reliable than corn rents for preserving value over time. He notes that princes and sovereign states have frequently reduced the quantity of pure metal in their coins, and that natural wear also contributes to this degradation. This concept is part of his broader analysis of how monetary systems can fail to preserve value over time.
+
+## Economic Domain
+
+Regulation
+
+## Smith's Original Wording
+
+"The quantity of metal contained in the coins, I believe of all nations, has accordingly been almost continually diminishing, and hardly ever augmenting."
+
+## Modern Interpretation
+
+Degradation of coinage represents the historical problem of currency debasement, where the actual precious metal content of money decreases over time. In modern terms, this concept relates to inflation and the erosion of purchasing power, though contemporary currency is typically fiat money rather than metal-based. The principle that monetary systems can lose value over time remains relevant to modern monetary policy and inflation concerns.
+
+--- ENTITY: corn-rent ---
+
+# corn-rent
+
+# corn-rent
+
+## Definition
+
+A form of rent payment reserved in corn (grain) rather than money, which Smith argues preserves its value much better than money rents over time. Because corn represents a basic necessity of life and its value is more stable relative to labour, corn rents maintain their real value better than monetary rents, which are subject to the degradation of coinage and fluctuations in the value of precious metals.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith introduces corn rent while discussing the superiority of real over nominal value preservation. He notes that rents reserved in corn have preserved their value much better than those reserved in money, even where the denomination of the coin has not been altered. This example illustrates his broader argument about the importance of distinguishing between real and nominal value in economic arrangements.
+
+## Economic Domain
+
+Regulation
+
+## Smith's Original Wording
+
+"The rents which have been reserved in corn, have preserved their value much better than those which have been reserved in money, even where the denomination of the coin has not been altered."
+
+## Modern Interpretation
+
+Corn rent represents a form of inflation-protected income that maintains its real value by being tied to a basic commodity rather than a fluctuating currency. In modern terms, this concept relates to index-linked payments, cost-of-living adjustments, and other mechanisms designed to preserve the real value of fixed obligations over time. The principle of tying payments to stable commodities rather than volatile currencies remains relevant in modern financial planning.
+
+--- ENTITY: money-rent ---
+
+# money-rent
+
+## Definition
+
+A form of rent payment reserved in money rather than in kind, which Smith argues is less reliable for preserving value over time than corn rents. Money rents are subject to variations in the value of gold and silver, including the degradation of coinage and fluctuations in the value of precious metals, making them less stable measures of real value than rents paid in basic commodities.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses money rent as a contrast to corn rent while explaining the practical importance of distinguishing between real and nominal value. He argues that money rents are subject to variations of two different kinds: changes in the quantity of gold and silver contained in coins of the same denomination, and changes in the value of equal quantities of gold and silver at different times.
+
+## Economic Domain
+
+Regulation
+
+## Smith's Original Wording
+
+"The same real price is always of the same value; but on account of the variations in the value of gold and silver, the same nominal price is sometimes of very different values."
+
+## Modern Interpretation
+
+Money rent represents the vulnerability of fixed monetary payments to inflation and currency devaluation. In modern terms, this concept relates to the erosion of fixed-income payments due to inflation, the importance of inflation protection in long-term financial arrangements, and the risks associated with holding wealth in monetary form rather than real assets. The principle that monetary obligations can lose real value over time remains central to modern financial planning.
+
+--- ENTITY: market-price-fluctuation ---
+
+# market-price-fluctuation
+
+## Definition
+
+The temporary and occasional variations in the price of commodities in the market, which can fluctuate significantly from year to year due to changes in supply and demand conditions. Smith notes that while the average or ordinary price of corn may remain stable for long periods, the temporary price can frequently be double one year what it was the year before, or fluctuate dramatically within short time frames.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses market price fluctuations while contrasting them with the more stable long-term trends in real value. He uses the example of corn prices fluctuating from five-and-twenty to fifty shillings the quarter to illustrate how temporary market conditions can cause dramatic price changes, while the real value of corn rents remains more stable over longer periods.
+
+## Economic Domain
+
+Exchange
+
+## Smith's Original Wording
+
+"In the mean time, the temporary and occasional price of corn may frequently be double one year of what it had been the year before, or fluctuate, for example, from five-and-twenty to fifty shillings the quarter."
+
+## Modern Interpretation
+
+Market price fluctuation represents the inherent volatility of market economies, where prices can change dramatically due to temporary supply and demand imbalances. In modern terms, this concept relates to commodity price volatility, business cycle fluctuations, and the importance of distinguishing between short-term market noise and long-term value trends. It underlies modern discussions of price stability, inflation targeting, and the role of monetary policy in managing economic volatility.
+
+--- ENTITY: money-as-measure-of-value ---
+
+# money-as-measure-of-value
+
+## Definition
+
+The use of money as the common instrument for estimating and comparing the value of commodities in commercial societies, where money has replaced barter as the primary medium of exchange. Smith argues that while money is the exact measure of real exchangeable value at the same time and place, it becomes less reliable as a measure when comparing values across different times and places due to fluctuations in the value of the monetary metal itself.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith develops this concept while explaining why people commonly estimate value by monetary price rather than by labour. He argues that money is more natural and obvious as a measure because it is a plain palpable object, while labour is an abstract notion. However, he also notes that money's reliability as a measure is limited to the same time and place, as its value can vary across different locations and time periods.
+
+## Economic Domain
+
+Exchange
+
+## Smith's Original Wording
+
+"At the same time and place, therefore, money is the exact measure of the real exchangeable value of all commodities. It is so, however, at the same time and place only."
+
+## Modern Interpretation
+
+Money as measure of value represents the fundamental role of currency in modern economies as the standard unit for valuing goods and services. While Smith's concerns about monetary value fluctuations remain relevant, modern economies have developed more sophisticated monetary systems and price indices to address these issues. The concept underlies modern discussions of monetary policy, exchange rates, and the challenges of maintaining stable value measures in a globalized economy.
+
+--- ENTITY: silver-as-measure-of-value ---
+
+# silver-as-measure-of-value
+
+## Definition
+
+The historical use of silver as the primary standard for measuring value in most modern European nations, where accounts are kept and the value of goods and estates are generally computed in silver rather than gold or other metals. Smith notes that silver has typically been preferred as the measure of value because it was the first metal used as an instrument of commerce and has continued to serve this function even when the necessity was not the same.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses silver as a measure of value while explaining the historical development of monetary systems and the preference for different metals in different contexts. He notes that in England and other European nations, accounts are kept and values computed in silver, and that this preference seems to have been given to the metal which nations happened first to make use of as the instrument of commerce.
+
+## Economic Domain
+
+Exchange
+
+## Smith's Original Wording
+
+"In England, therefore, and for the same reason, I believe, in all other modern nations of Europe, all accounts are kept, and the value of all goods and of all estates is generally computed, in silver."
+
+## Modern Interpretation
+
+Silver as measure of value represents the historical role of precious metals in monetary systems before the development of fiat currency. While modern economies no longer use precious metals as monetary standards, the concept illustrates the evolution of monetary systems and the search for stable value measures. It relates to modern discussions about the nature of money, the role of commodities in value measurement, and the historical development of financial systems.
+
+--- ENTITY: gold-as-measure-of-value ---
+
+# gold-as-measure-of-value
+
+## Definition
+
+The use of gold as a standard for measuring value, particularly for larger payments, in contrast to silver which is used for purchases of moderate value. Smith notes that while gold is often considered more valuable than silver, the preference for silver as the primary measure of value in most European nations is due to historical custom rather than intrinsic superiority, and that the distinction between standard and non-standard metals is often more nominal than real.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses gold as a measure of value while explaining the historical development of monetary systems and the different roles played by various metals. He notes that gold was not considered a legal tender for a long time after it was coined into money in England, and that the proportion between the values of gold and silver money was left to be settled by the market rather than by public law.
+
+## Economic Domain
+
+Exchange
+
+## Smith's Original Wording
+
+"In the proportion between the different metals in the English coin, as copper is rated very much above its real value, so silver is rated somewhat below it."
+
+## Modern Interpretation
+
+Gold as measure of value represents the historical role of gold in monetary systems and its continued symbolic importance in discussions of monetary stability. While modern economies have abandoned the gold standard, the concept illustrates the search for stable value measures and the evolution of monetary systems. It relates to modern discussions about monetary policy, currency stability, and the role of commodities in value measurement.
+
+--- ENTITY: legal-tender ---
+
+# legal-tender
+
+## Definition
+
+The legally recognized form of payment that must be accepted for the settlement of debts, with different metals having different legal tender status in different contexts. Smith notes that originally, only the coin of the metal considered the standard measure of value could be used as legal tender, and that in England, gold was not considered legal tender for a long time after it was first coined, while copper is not currently legal tender except for small transactions.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses legal tender while explaining the historical development of monetary systems and the different roles played by various metals. He notes that the distinction between standard and non-standard metals was originally more than nominal, but became largely nominal once the proportion between different metals was regulated by public law.
+
+## Economic Domain
+
+Regulation
+
+## Smith's Original Wording
+
+"Originally, in all countries, I believe, a legal tender of payment could be made only in the coin of that metal which was peculiarly considered as the standard or measure of value."
+
+## Modern Interpretation
+
+Legal tender represents the formal recognition of certain forms of money for debt settlement, establishing the official currency of a nation. In modern terms, this concept relates to monetary sovereignty, currency regulation, and the legal framework for financial transactions. It underlies modern discussions of monetary policy, currency competition, and the role of government in establishing and maintaining monetary systems.
+
+--- ENTITY: seignorage ---
+
+# seignorage
+
+## Definition
+
+A small duty or charge imposed upon the coinage of both gold and silver, which Smith argues would increase the superiority of those metals in coin above an equal quantity of either of them in bullion. He suggests that seignorage would prevent the melting down of coin and discourage its exportation, as the coin would be worth more than its bullion value due to the added seignorage charge.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses seignorage while explaining the relationship between coin and bullion values and the mechanisms that can be used to maintain the integrity of the monetary system. He notes that a small seignorage would increase the value of the metal coined in proportion to the extent of this small duty, similar to how fashion increases the value of plate.
+
+## Economic Domain
+
+Regulation
+
+## Smith's Original Wording
+
+"A small seignorage or duty upon the coinage of both gold and silver, would probably increase still more the superiority of those metals in coin above an equal quantity of either of them in bullion."
+
+## Modern Interpretation
+
+Seignorage represents the revenue generated by the difference between the face value of money and its production cost, which in modern terms is a significant source of government revenue. In contemporary economies, seignorage is particularly important for fiat currency systems where the production cost is minimal compared to face value. It relates to modern discussions of monetary policy, government finance, and the economics of currency production.
+
+--- ENTITY: bullion-price ---
+
+# bullion-price
+
+## Definition
+
+The market price of gold and silver in their raw, uncoined form, which fluctuates based on supply and demand conditions in the bullion market. Smith notes that the occasional fluctuations in the market price of gold and silver bullion arise from the same causes as fluctuations in other commodities, including loss from accidents, waste in manufacturing, and the need for continual importation to replace these losses.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses bullion price while explaining the relationship between coin and bullion values and the factors that cause price fluctuations in precious metals. He argues that while market prices of bullion fluctuate due to normal market forces, sustained deviations from the mint price indicate problems with the coinage itself.
+
+## Economic Domain
+
+Exchange
+
+## Smith's Original Wording
+
+"The occasional fluctuations in the market price of gold and silver bullion arise from the same causes as the like fluctuations in that of all other commodities."
+
+## Modern Interpretation
+
+Bullion price represents the commodity value of precious metals independent of their monetary function, reflecting their value as industrial and investment commodities. In modern terms, this concept relates to commodity markets, precious metal trading, and the distinction between monetary and commodity values of precious metals. It underlies modern discussions of commodity pricing, investment in precious metals, and the relationship between commodity and financial markets.
+
+--- ENTITY: mint-price ---
+
+# mint-price
+
+## Definition
+
+The official price at which the mint will coin gold or silver bullion into currency, representing the quantity of coin that the mint gives in return for standard bullion. Smith explains that in England, the mint price of gold is three pounds seventeen shillings and tenpence halfpenny per ounce, while the mint price of silver is five shillings and twopence per ounce, with no duty or seignorage charged on coinage.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses mint price while explaining the relationship between coin and bullion values and the mechanisms that maintain monetary stability. He notes that the market price of bullion has historically fluctuated around the mint price, with sustained deviations indicating problems with the coinage system that require reform.
+
+## Economic Domain
+
+Regulation
+
+## Smith's Original Wording
+
+"Three pounds seventeen shillings and tenpence halfpenny (the mint price of gold) certainly does not contain, even in our present excellent gold coin, more than an ounce of standard gold."
+
+## Modern Interpretation
+
+Mint price represents the official conversion rate between raw precious metals and minted currency, establishing the monetary value assigned to precious metals by the state. In modern terms, this concept relates to the historical role of precious metals in monetary systems and the transition to fiat currency. It underlies modern discussions of monetary standards, currency valuation, and the relationship between commodity and monetary values.
+
+--- ENTITY: real-nominal-price-distinction ---
+
+# real-nominal-price-distinction
+
+## Definition
+
+The fundamental distinction between the actual value of commodities measured in labour (real price) and their commonly used monetary value (nominal price), which Smith argues is not merely theoretical but has considerable practical importance. This distinction is particularly relevant in long-term financial arrangements like perpetual rents or very long leases, where the choice between real and nominal value preservation can have significant consequences.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith develops this distinction as a central theme of Chapter 5, arguing that while labour is the real measure of value, people commonly use monetary price for practical transactions. He emphasizes that this distinction is not just theoretical but has practical importance, particularly in long-term financial arrangements where the preservation of real value is crucial.
+
+## Economic Domain
+
+General Theory
+
+## Smith's Original Wording
+
+"The distinction between the real and the nominal price of commodities and labour is not a matter of mere speculation, but may sometimes be of considerable use in practice."
+
+## Modern Interpretation
+
+The real-nominal price distinction represents the fundamental difference between actual economic value and its monetary expression, highlighting the importance of distinguishing between real and nominal values in economic analysis and financial planning. In modern terms, this concept underlies inflation adjustment, real versus nominal interest rates, and the importance of preserving purchasing power in long-term financial arrangements. It remains central to modern economic analysis and financial planning.
+
+--- ENTITY: value-of-silver ---
+
+# value-of-silver
+
+## Definition
+
+The purchasing power of silver as a measure of value, which Smith argues varies over time due to changes in the richness or barrenness of mines supplying the market, and the quantity of labour required to bring silver from mine to market. He notes that while the value of silver sometimes varies greatly from century to century, it seldom varies much from year to year, making it a more stable measure of value over medium time periods than annual price fluctuations would suggest.
+
+## Source Chapter
+
+Book 1, Chapter 5: "OF THE REAL AND NOMINAL PRICE OF COMMODITIES, OR OF THEIR PRICE IN LABOUR, AND THEIR PRICE IN MONEY."
+
+## Context
+
+Smith discusses the value of silver while explaining why it serves as a better measure of value over longer periods than annual price fluctuations would suggest. He argues that the average or ordinary price of corn, which regulates the money price of labour, is itself regulated by the value of silver, which depends on mine productivity and the labour required to extract and market the metal.
+
+## Economic Domain
+
+Exchange
+
+## Smith's Original Wording
+
+"The average or ordinary price of corn, again is regulated, as I shall likewise endeavour to shew hereafter, by the value of silver, by the richness or barrenness of the mines which supply the market with that metal."
+
+## Modern Interpretation
+
+The value of silver represents the historical role of precious metals as monetary standards and value measures, illustrating how commodity values can serve as anchors for broader price systems. While modern economies no longer use precious metals as monetary standards, the concept illustrates the relationship between commodity values, production costs, and broader price levels. It relates to modern discussions of commodity pricing, monetary standards, and the historical development of financial systems.
 
 ## VSM Framework Reference
 

examples/infospace-with-history/output/mappings/book-1-chapter-06-mappings.md

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+--- MAPPING: component-part-of-price-to-S2-Coordination ---
+# component-part-of-price -> Coordination (S2)
+
+## Economic Entity Reference
+**Entity:** component‑part‑of‑price  
+**Definition:** A distinct element (wages of labour, profit of stock, rent of land) that together determines the overall monetary value of a commodity.  
+**Domain:** Exchange  
+
+## VSM Concept Reference
+**System:** S2 – Coordination  
+**Definition (Beer):** The information channels and bodies that allow primary activities in System 1 to communicate, dampen oscillations, and resolve conflicts. S2 provides the anti‑oscillatory mechanisms that keep operational units aligned.
+
+## Mapping Rationale
+In Smith’s analysis, the price of a commodity is decomposed into three components that each signal a different source of value. These components function as informational “prices” that guide producers and consumers in allocating labour, capital, and land. By providing a common metric that coordinates the actions of disparate operational units (e.g., manufacturers, farmers, merchants), the component‑part‑of‑price performs the same role as Beer’s S2: it attenuates variety in the market by translating diverse production conditions into a unified price signal, thereby stabilising exchange relationships.
+
+## Mapping Strength
+**Strong** – The price components directly serve as coordination signals across the economic system, matching the functional definition of S2.
+
+--- MAPPING: component-part-of-price-to-S5-Policy ---
+# component-part-of-price -> Policy (S5)
+
+## Economic Entity Reference
+**Entity:** component‑part‑of‑price  
+**Definition:** A distinct element (wages of labour, profit of stock, rent of land) that together determines the overall monetary value of a commodity.  
+**Domain:** Exchange  
+
+## VSM Concept Reference
+**System:** S5 – Policy / Identity  
+**Definition (Beer):** The policy‑making body that balances internal and external demands, defines the identity, values, and purpose of the organisation, and provides closure to the whole system.
+
+## Mapping Rationale
+The decomposition of price into labour, profit, and rent reflects a normative framework that articulates how a society values its productive factors. This conceptual structure underpins the economic identity and policy choices (e.g., taxation of rent, regulation of profit). By establishing a shared understanding of value, the component‑part‑of‑price functions as a policy anchor that guides the whole economic system’s purpose, analogous to Beer’s S5 which defines the system’s overarching ethos and strategic direction.
+
+## Mapping Strength
+**Moderate** – The mapping captures a higher‑level conceptual role, but the entity is not a decision‑making body per se.
+
+--- MAPPING: stock-to-S1-Operations ---
+# stock -> Operations (S1)
+
+## Economic Entity Reference
+**Entity:** stock  
+**Definition:** Accumulated capital, materials, and resources invested to employ labour and produce commodities.  
+**Domain:** Accumulation  
+
+## VSM Concept Reference
+**System:** S1 – Operations  
+**Definition (Beer):** The primary activities that produce the organisation’s purpose; operational units that directly create value and are themselves viable systems.
+
+## Mapping Rationale
+Stock (capital stock) is the essential resource that enables productive activity: it supplies the machinery, raw materials, and financial means that labour transforms into goods. In the VSM, S1 comprises the operational units that generate outputs. The presence of stock is a prerequisite for any S1 operation; without it, the productive process cannot commence. Thus, stock directly embodies the material substrate of S1, fulfilling Beer’s definition of the operational layer.
+
+## Mapping Strength
+**Strong** – Stock is a core input to production, matching the functional role of S1.
+
+--- MAPPING: stock-to-S3-Control ---
+# stock -> Control (S3)
+
+## Economic Entity Reference
+**Entity:** stock  
+**Definition:** Accumulated capital, materials, and resources invested to employ labour and produce commodities.  
+**Domain:** Accumulation  
+
+## VSM Concept Reference
+**System:** S3 – Control / Operational Management  
+**Definition (Beer):** Structures and controls that establish rules, resources, rights, and responsibilities of System 1, providing an interface between Operations and higher‑level systems.
+
+## Mapping Rationale
+The allocation and regulation of stock—deciding how much capital to deploy, which projects to fund, and how to amortise assets—constitute the control function that governs System 1 activities. In Smith’s framework, the amount of stock determines the scale of profit and the distribution of wages, reflecting a regulatory mechanism over production. This mirrors Beer’s S3, which sets resource limits, monitors performance, and ensures that operational units operate within defined constraints.
+
+## Mapping Strength
+**Moderate** – Stock is a resource that is regulated, but the entity itself is not a control structure; the mapping relies on the regulatory function applied to stock.
+
+--- MAPPING: rent-of-land-to-S3-Control ---
+# rent-of-land -> Control (S3)
+
+## Economic Entity Reference
+**Entity:** rent‑of‑land  
+**Definition:** Portion of a commodity’s price compensating the landowner for the use of natural produce.  
+**Domain:** Distribution  
+
+## VSM Concept Reference
+**System:** S3 – Control / Operational Management  
+**Definition (Beer):** Structures and controls that establish rules, resources, rights, and responsibilities of System 1, providing an interface between Operations and higher‑level systems.
+
+## Mapping Rationale
+Rent of land functions as a regulatory levy on the use of a natural resource, determining how much of the output’s value must be allocated to landowners. This allocation is a rule‑based distribution mechanism that shapes production decisions, similar to Beer’s S3 which imposes constraints and allocates resources among operational units. By setting the rent rate, the system controls the incentive structure for land use, thereby influencing the overall production configuration.
+
+## Mapping Strength
+**Moderate** – The entity enforces a distribution rule, aligning with S3’s control role, though it is a specific economic factor rather than a full control system.
+
+--- MAPPING: profit-of-stock-to-S3-Control ---
+# profit-of-stock -> Control (S3)
+
+## Economic Entity Reference
+**Entity:** profit‑of‑stock  
+**Definition:** Return earned by the owner of capital stock after covering material and labour costs; proportional to the extent of stock employed.  
+**Domain:** Distribution  
+
+## VSM Concept Reference
+**System:** S3 – Control / Operational Management  
+**Definition (Beer):** Structures and controls that establish rules, resources, rights, and responsibilities of System 1, providing an interface between Operations and higher‑level systems.
+
+## Mapping Rationale
+Profit of stock operates as a feedback signal that informs the allocation of capital across productive activities. Higher profits attract additional investment, while lower profits trigger reallocation or withdrawal of stock. This feedback loop is central to Beer’s S3, which monitors performance and adjusts resource distribution to maintain viability. Profit thus serves as a control variable that regulates the behaviour of System 1 units, ensuring that capital is directed where it yields the greatest return.
+
+## Mapping Strength
+**Strong** – Profit directly functions as a control feedback mechanism, matching the core purpose of S3.
+
+--- MAPPING: wages-of-labour-to-S1-Operations ---
+# wages-of-labour -> Operations (S1)
+
+## Economic Entity Reference
+**Entity:** wages‑of‑labour  
+**Definition:** Monetary compensation paid to workers for time, effort, and skill; the labour component of a commodity’s price.  
+**Domain:** Distribution  
+
+## VSM Concept Reference
+**System:** S1 – Operations  
+**Definition (Beer):** The primary activities that produce the organisation’s purpose; operational units that directly create value and are themselves viable systems.
+
+## Mapping Rationale
+Wages of labour represent the human effort that directly transforms inputs into outputs. In the production process, labour is an essential operational activity; without it, the conversion of stock into finished goods cannot occur. Therefore, wages correspond to the cost of the operational unit (the worker) that Beer’s S1 describes as the primary value‑creating activity within a viable system.
+
+## Mapping Strength
+**Strong** – Labour is a core operational element, aligning directly with S1.
+
+--- MAPPING: inspection-and-direction-labour-to-S2-Coordination ---
+# inspection-and-direction-labour -> Coordination (S2)
+
+## Economic Entity Reference
+**Entity:** inspection‑and‑direction‑labour  
+**Definition:** Managerial activity of supervising, inspecting, and directing other labourers; adds value through organization and quality control.  
+**Domain:** Production  
+
+## VSM Concept Reference
+**System:** S2 – Coordination  
+**Definition (Beer):** Information channels and bodies that allow primary activities in System 1 to communicate, dampen oscillations, and resolve conflicts.
+
+## Mapping Rationale
+Inspection and direction labour provides the organising communication that synchronises the work of multiple operational units, ensuring that production flows smoothly and quality standards are met. This role mirrors Beer’s S2, which supplies the coordination mechanisms that dampen variability and resolve conflicts among S1 units. By supervising and directing, this labour type creates the feedback loops and standardisation necessary for coherent operation.
+
+## Mapping Strength
+**Strong** – The managerial function directly performs the coordination role defined for S2.
+
+--- MAPPING: principal-clerk-to-S2-Coordination ---
+# principal-clerk -> Coordination (S2)
+
+## Economic Entity Reference
+**Entity:** principal‑clerk  
+**Definition:** Senior administrative officer overseeing inspection and direction labour; wages express the value of managerial supervision.  
+**Domain:** Production  
+
+## VSM Concept Reference
+**System:** S2 – Coordination  
+**Definition (Beer):** Information channels and bodies that allow primary activities in System 1 to communicate, dampen oscillations, and resolve conflicts.
+
+## Mapping Rationale
+The principal clerk aggregates and disseminates supervisory information across large workforces, acting as a central hub that aligns the activities of many operational units. By issuing directives, scheduling inspections, and standardising procedures, the clerk provides the coordination infrastructure that Beer attributes to S2, thereby reducing systemic volatility and ensuring coherent production.
+
+## Mapping Strength
+**Moderate** – The clerk’s role is a specific instance of coordination, but the mapping is less direct than for broader coordination mechanisms.
+
+--- MAPPING: interest-of-money-to-S3-Control ---
+# interest-of-money -> Control (S3)
+
+## Economic Entity Reference
+**Entity:** interest‑of‑money  
+**Definition:** Compensation paid by borrower to lender for use of capital over time; derived from profit, other income, or additional debt.  
+**Domain:** Exchange  
+
+## VSM Concept Reference
+**System:** S3 – Control / Operational Management  
+**Definition (Beer):** Structures and controls that establish rules, resources, rights, and responsibilities of System 1, providing an interface between Operations and higher‑level systems.
+
+## Mapping Rationale
+Interest of money functions as a regulatory cost that influences the allocation of financial resources among productive activities. By imposing a price on borrowing, it shapes investment decisions, controls the flow of capital, and ensures that the use of money aligns with the system’s profitability constraints. This mirrors Beer’s S3, which sets resource‑allocation rules and monitors compliance, thereby maintaining internal stability.
+
+## Mapping Strength
+**Moderate** – Interest acts as a financial control mechanism, though it is a market‑driven rate rather than an explicit organisational control structure.
+
+--- MAPPING: revenue-to-S5-Policy ---
+# revenue -> Policy (S5)
+
+## Economic Entity Reference
+**Entity:** revenue  
+**Definition:** Total inflow of economic value received from productive activities; derived from wages, profit, rent, or interest.  
+**Domain:** General Theory  
+
+## VSM Concept Reference
+**System:** S5 – Policy / Identity  
+**Definition (Beer):** The policy‑making body that balances internal and external demands, defines the identity, values, and purpose of the organisation, and provides closure to the whole system.
+
+## Mapping Rationale
+Revenue constitutes the ultimate output that an economic system seeks to generate; it encapsulates the system’s purpose and success. The definition of what counts as revenue, how it is measured, and how it is allocated reflects the overarching policy and identity of the economy. In Beer’s VSM, S5 establishes the purpose and policy framework that guides all lower‑level systems. Revenue, as the aggregate outcome of those systems, therefore maps to the policy level that defines the system’s raison d’être.
+
+## Mapping Strength
+**Strong** – Revenue embodies the system’s purpose and outcome, aligning directly with S5’s policy/identity function.
+
+--- MAPPING: capital-to-S1-Operations ---
+# capital -> Operations (S1)
+
+## Economic Entity Reference
+**Entity:** capital  
+**Definition:** Accumulated stock of assets—machinery, tools, raw materials, financial resources—used to produce commodities.  
+**Domain:** Accumulation  
+
+## VSM Concept Reference
+**System:** S1 – Operations  
+**Definition (Beer):** The primary activities that produce the organisation’s purpose; operational units that directly create value and are themselves viable systems.
+
+## Mapping Rationale
+Capital provides the physical and financial means by which labour can transform inputs into outputs. It is the essential substrate of productive activity, enabling the execution of operational tasks. In the VSM, S1 comprises the value‑creating units; capital is the material foundation that makes those units functional, thereby directly fulfilling the operational role defined by Beer.
+
+## Mapping Strength
+**Strong** – Capital is a fundamental operational resource, matching the core definition of S1.

examples/infospace-with-history/output/mappings/book-1-chapter-06-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: component-part-of-price ---
+# component part of price
+
+**Definition**  
+A component part of price is one of the distinct elements that together determine the overall monetary value of a commodity. In Smith’s analysis, the price of a commodity is broken down into three primary components: wages of labour, profit of stock, and rent of land. Each component reflects a different source of economic value and is measured by the labour required to acquire or produce the commodity.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith introduces the idea when discussing how the “whole produce of labour” is allocated and how the “price of commodities” resolves into separate parts. He argues that the price is not a single monolithic figure but a composite of labour, profit, and rent.
+
+**Economic Domain**  
+Exchange
+
+**Smith’s Original Wording**  
+> “In the price of commodities, therefore, the profits of stock constitute a component part altogether different from the wages of labour, and regulated by quite different principles.”
+
+**Modern Interpretation**  
+In contemporary economics, this concept aligns with the cost‑structure analysis of a product, where total price = variable costs (labour) + fixed costs (capital profit) + land rent (resource rent). It underpins the decomposition of price into factor‑income components.
+
+--- ENTITY: stock ---
+# stock
+
+**Definition**  
+Stock refers to the accumulated capital, materials, and resources that an entrepreneur or employer invests in order to employ labour and produce commodities. It includes both the physical inputs (raw materials, tools) and the financial capital required to sustain production until the product is sold.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith discusses stock when describing how “stock has accumulated in the hands of particular persons” and how it is employed to “set to work industrious people.” He links stock to the ability to earn profit and to the wages paid to labourers.
+
+**Economic Domain**  
+Accumulation
+
+**Smith’s Original Wording**  
+> “As soon as stock has accumulated in the hands of particular persons, some of them will naturally employ it in setting to work industrious people…”
+
+**Modern Interpretation**  
+In modern terms, stock is synonymous with capital stock—the total value of physical and financial assets used in production. It is a key input in the production function and a determinant of a firm’s capacity to generate profit.
+
+--- ENTITY: rent-of-land ---
+# rent of land
+
+**Definition**  
+Rent of land is the portion of a commodity’s price that compensates the landowner for the use of the land’s natural produce. It represents a payment for the exclusive right to exploit the land’s resources, such as timber, grass, or other natural fruits, which would otherwise be freely gathered.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith introduces rent of land after describing the transition to private property, noting that landlords “demand a rent even for its natural produce.” He explains that this rent becomes a component of the price of commodities like corn.
+
+**Economic Domain**  
+Distribution
+
+**Smith’s Original Wording**  
+> “When the land of any country has all become private property, the landlords… demand a rent even for its natural produce.”
+
+**Modern Interpretation**  
+Rent of land corresponds to economic rent in contemporary theory—the surplus payment to a factor of production (land) that exceeds its opportunity cost. It is a key element in the factor‑income distribution of national accounts.
+
+--- ENTITY: profit-of-stock ---
+# profit of stock
+
+**Definition**  
+Profit of stock is the return earned by the owner of capital stock after covering the costs of materials, wages, and other inputs. It reflects the surplus generated by the productive use of accumulated capital and is proportional to the extent of the stock employed.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith distinguishes profit of stock from wages of labour, stating that it is “regulated altogether by the value of the stock employed.” He provides numerical examples showing how profit varies with the amount of capital invested.
+
+**Economic Domain**  
+Distribution
+
+**Smith’s Original Wording**  
+> “The profits of stock … are regulated altogether by the value of the stock employed, and are greater or smaller in proportion to the extent of this stock.”
+
+**Modern Interpretation**  
+Profit of stock aligns with the concept of capital income or return on investment (ROI). It is the residual income after paying for labor and material costs, central to the theory of distribution and the measurement of economic growth.
+
+--- ENTITY: wages-of-labour ---
+# wages of labour
+
+**Definition**  
+Wages of labour are the monetary compensation paid to workers for their time, effort, and skill in producing commodities. They represent the labour component of a commodity’s price and are determined by the quantity and difficulty of the labour required.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith repeatedly references wages when discussing how the “whole produce of labour belongs to the labourer” and how wages are part of the price composition. He also notes that wages can be adjusted for hardship or skill.
+
+**Economic Domain**  
+Distribution
+
+**Smith’s Original Wording**  
+> “The value which the workmen add to the materials, therefore, resolves itself … into two parts, of which the one pays their wages…”
+
+**Modern Interpretation**  
+Wages of labour correspond to labor compensation in modern economics, encompassing wages, salaries, and benefits. They are a primary factor of production cost and a key variable in labor market analysis.
+
+--- ENTITY: inspection-and-direction-labour ---
+# inspection and direction labour
+
+**Definition**  
+Inspection and direction labour denotes the managerial activity of supervising, inspecting, and directing the work of other labourers. It is a specialized form of labour that adds value through organization, quality control, and coordination, distinct from the manual labour of production.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith treats inspection and direction as a “particular sort of labour” whose wages are separate from the profit of stock. He argues that its value is not proportional to the amount of stock but is regulated by the stock’s value.
+
+**Economic Domain**  
+Production
+
+**Smith’s Original Wording**  
+> “The profits of stock … are only a different name for the wages of a particular sort of labour, the labour of inspection and direction.”
+
+**Modern Interpretation**  
+This concept parallels modern managerial or supervisory labour, which is compensated through managerial salaries and is essential for efficient production processes.
+
+--- ENTITY: principal-clerk ---
+# principal clerk
+
+**Definition**  
+A principal clerk is a senior administrative officer who oversees the inspection and direction labour in large manufacturing enterprises. His wages represent the value of managerial supervision and are often the primary recipient of the profit component in such enterprises.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith mentions the principal clerk when describing “many great works” where “the whole labour of this kind is committed to some principal clerk.” He notes that the clerk’s wages express the value of inspection and direction labour.
+
+**Economic Domain**  
+Production
+
+**Smith’s Original Wording**  
+> “In many great works, almost the whole labour of this kind is committed to some principal clerk. His wages properly express the value of this labour of inspection and direction.”
+
+**Modern Interpretation**  
+The principal clerk is analogous to a senior manager or operations director who coordinates production activities, reflecting the modern role of middle‑management in organizational hierarchies.
+
+--- ENTITY: interest-of-money ---
+# interest of money
+
+**Definition**  
+Interest of money is the compensation paid by a borrower to a lender for the use of capital (money) over time. It is a derivative revenue that must be paid from profit, other income, or by incurring additional debt if profits are insufficient.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith introduces interest when distinguishing revenue sources, stating that “the revenue derived from labour is called wages; that derived from stock … is called profit; that derived from it … is called the interest or the use of money.”
+
+**Economic Domain**  
+Exchange
+
+**Smith’s Original Wording**  
+> “The revenue derived from it … is called the interest or the use of money. It is the compensation which the borrower pays to the lender, for the profit which he has an opportunity of making by the use of the money.”
+
+**Modern Interpretation**  
+Interest of money corresponds to the modern concept of the cost of capital or the return on lending, fundamental to financial markets, investment decisions, and the time value of money.
+
+--- ENTITY: revenue ---
+# revenue
+
+**Definition**  
+Revenue is the total inflow of economic value received by an individual, firm, or institution from its productive activities. It can originate from labour (wages), capital (profit), land (rent), or financial assets (interest).
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith discusses revenue toward the end of the chapter, stating that “All other revenue is ultimately derived from some one or other of those three original sources of revenue.” He categorizes revenue into wages, profit, and rent.
+
+**Economic Domain**  
+General Theory
+
+**Smith’s Original Wording**  
+> “All other revenue is ultimately derived from some one or other of those three original sources of revenue, and are paid either immediately or mediately from the wages of labour, the profits of stock, or the rent of land.”
+
+**Modern Interpretation**  
+Revenue is a core accounting term representing total income before expenses. In macroeconomics, it aligns with factor income distribution and the national accounts’ measurement of Gross Domestic Product (GDP) components.
+
+--- ENTITY: capital ---
+# capital
+
+**Definition**  
+Capital is the accumulated stock of assets—such as machinery, tools, raw materials, and financial resources—used to produce commodities. It is a factor of production that enables labour to generate output and is the basis for profit generation.
+
+**Source Chapter**  
+*The Wealth of Nations*, Book 1, Chapter 6.
+
+**Context**  
+Smith refers to capital when explaining that “the profits of stock … are greater or smaller in proportion to the extent of this stock,” and when he discusses the “capital which employs the weavers.” Capital is presented as the underlying resource that determines the scale of profit.
+
+**Economic Domain**  
+Accumulation
+
+**Smith’s Original Wording**  
+> “The capital which employs the weavers … must be greater than that which employs the spinners … because it not only replaces that capital with its profits, but pays, besides, the wages of the weavers.”
+
+**Modern Interpretation**  
+Capital corresponds to the modern economic concept of physical and financial capital, a primary input in production functions (e.g., Cobb‑Douglas) and a driver of economic growth through investment.
+
+## 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.

examples/infospace-with-history/output/mappings/book-1-chapter-07-mappings.md

@@ -0,0 +1,42 @@
+--- MAPPING: ordinary-or-average-rate-to-S3-Control ---
+
+# ordinary-or-average-rate -> S3 Control / Operational Management
+
+## Economic Entity Reference
+
+### Entity: ordinary-or-average-rate
+
+**Definition:** The standard or typical level of wages, profit, or rent that prevails in a particular society or neighbourhood for different employments of labour and stock. This rate is naturally regulated by both general circumstances of the society (such as its riches, poverty, and condition of advancement or decline) and the particular nature of each employment.
+
+**Source:** Book 1, Chapter 7: "OF THE NATURAL AND MARKET PRICE OF COMMODITIES"
+
+**Economic Domain:** Distribution
+
+**Smith's Original Wording:** "There is in every society or neighbourhood an ordinary or average rate, both of wages and profit, in every different employment of labour and stock."
+
+**Modern Interpretation:** The ordinary or average rate represents the equilibrium levels of compensation that tend to prevail in different economic activities within a given society. These rates are not fixed but are influenced by broader economic conditions and the specific characteristics of each type of work or investment.
+
+## VSM Concept Reference
+
+### System 3: Control / Operational Management
+
+**Definition:** 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.
+
+**Key Functions:**
+- Internal regulation of operational units
+- Resource allocation and management
+- Establishing rules and constraints
+- Performance monitoring and optimisation
+- Balancing internal efficiency with external demands
+
+**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.
+
+## Mapping Rationale
+
+The ordinary or average rate functions as an emergent regulatory mechanism that System 3 would establish and maintain in a VSM framework. These rates represent the "rules and constraints" that govern economic activity within a society, setting the parameters within which System 1 (individual economic actors) operate. Just as System 3 optimises the internal environment by establishing resource allocation rules and performance standards, the ordinary rates establish the compensation framework that regulates how value is distributed among different economic activities. The rates are "naturally regulated" by broader social conditions, mirroring how System 3 balances internal optimisation with external environmental factors.
+
+## Mapping Strength
+
+**Strong**
+
+This mapping is strong because the ordinary or average rate directly performs the core function of System 3: establishing the regulatory framework that governs internal operations. The rates serve as the "rules and responsibilities" that determine how different economic activities are compensated, functioning as the internal control mechanism that System 3 would implement to optimise the economic system's performance. The natural regulation of these rates by both general societal circumstances and the particular nature of each employment mirrors System 3's balancing function between internal optimisation and external adaptation.

examples/infospace-with-history/output/mappings/book-1-chapter-07-prompt.md

@@ -0,0 +1,291 @@
+# 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: ordinary-or-average-rate ---
+
+# ordinary-or-average-rate
+
+## Definition
+
+The standard or typical level of wages, profit, or rent that prevails in a particular society or neighbourhood for different employments of labour and stock. This rate is naturally regulated by both general circumstances of the society (such as its riches, poverty, and condition of advancement or decline) and the particular nature of each employment.
+
+## Source Chapter
+
+*Book 1, Chapter 7: "OF THE NATURAL AND MARKET PRICE OF COMMODITIES"*
+
+## Context
+
+Smith introduces this concept early in his discussion of natural and market prices, establishing that every society has standard rates for wages and profit in different employments, as well as a standard rate for rent. These ordinary rates form the foundation for understanding how prices are determined in different markets and how they relate to natural prices.
+
+## Economic Domain
+
+Distribution
+
+## Smith's Original Wording
+
+"There is in every society or neighbourhood an ordinary or average rate, both of wages and profit, in every different employment of labour and stock."
+
+## Modern Interpretation
+
+The ordinary or average rate represents the equilibrium levels of compensation that tend to prevail in different economic activities within a given society. These rates are not fixed but are influenced by broader economic conditions and the specific characteristics of each type of work or investment.
+
+## 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.