Chapter 25. Illusory Explanatory Construction: Internally Coherent but Distorting Reality
I. From Counterexample Exclusion to Counterexample Digestion
Counterexample digestion first changes the position of materials within an explanation. Someone presenting a counterexample was originally pointing out that a node, a piece of material, or a relational chain does not fit the existing image. If those defending the image rewrite this mismatch as a wrongly framed question, misplaced material, or something awaiting a deeper account, the counterexample no longer requires the original conclusion to give ground. It is instead accommodated within the original main line.
The difference between exclusion and digestion becomes clear here: exclusion leaves materials that do not fit outside the image; digestion turns them into resources for keeping the image intact. Chapter 24 explained that differentiation bias initially responds to counterexamples by excluding them. Counterexamples are called chance occurrences, exceptions, noise, special circumstances, or insufficient materials. Explanation neither truly stops nor returns to concrete relational fields to extract distinctions anew. It merely pushes unsuitable materials away so that the original image can keep operating. But if an erroneous explanation continues to close itself off, it will not stop at excluding counterexamples. It will go further and incorporate them into its own framework, turning them into proof that the original image is correct at a deeper level. At this point, explanation begins to enter illusory explanatory construction. Calibration occurs only when interpreters allow counterexamples to re-enter judgment, change weights, and open up relational chains; renaming by itself cannot replace calibration.
Illusory explanatory construction is neither an ordinary error nor careless nonsense. It often has materials, concepts, causes, enemies, a main line, and a course of action. It can even explain part of reality. Precisely for this reason, it is dangerous. An explanation with no materials from reality at all can hardly sustain itself for long. Illusory explanatory construction can endure because it does grasp certain parts of reality: suffering, oppression, conflict, interests, and the scars left by history. The problem is not that it has seen nothing. The problem is that it allows reality to appear only in the form of the differentiating units it has already extracted.
II. How Limited Materials Are Overorganized
When extracting differentiating units, interpreters also arrange how visible they are. Wages, housing, or documents enter judgment both because they are seen and because certain people connect them to eligibility, responsibility, and consequences. These connections help trace events; yet weights may become fixed at this point if other nodes have not been examined. Weight assignment occurs in concrete relational fields, making a difference easier to record, transmit, and cite. It is not an abstract ranking. A set of differentiating units repeatedly placed at the start of judgment gains explanatory priority. Other differences still exist, but may be treated as supplements only after the conclusion has formed.
Repeatedly extracted differentiating units also gradually become stabilized in the formats of materials. Forms, archives, and existing classifications make a particular difference easier for the next user to see, but cannot prove that it has the same weight in every relational field. While helping with tracing, existing nodes and records may still fix earlier biases as later premises. Overorganization occurs when distinction extraction, connection, and write-back form a closed circuit with one another: a classification left by one judgment becomes material for the next, and the next judgment treats the original classification as an already proven starting point. This loop gradually gives limited distinction extraction the appearance of a whole. When different nodes repeatedly use the loop, limited judgments acquire authority beyond what the original materials support.
Illusory explanatory construction does not lack differentiating units; it overorganizes a limited set of them. No explanation can extract every differentiating unit in reality at once. Explanation always has to select a portion. It must first see some differences and then judge how much weight they carry in the current relational field. Limited distinction extraction is not itself an error. When a family faces unpaid wages, extracting wages, labor, debt, housing, and risk is necessary. When a child applies for school admission, extracting household registration, residence permits, years of social-insurance coverage, student registration, school places, and local policies is also necessary. When members of a local community exclude someone, extracting accent, years of residence, neighborly relations, local reputation, and past conflicts may also be crucial. After a set of differences enters an image, one must still ask at which nodes it is preserved, who cites it, and whether it can withstand a change in relational field. This questioning must also return to the procedures through which materials were formed, to establish when they were preserved, who cited them, and whether later judgments changed their weights.
The problem arises at the next step. Having extracted a set of differentiating units, explanation treats that set as the whole of reality. It no longer asks what differences remain unextracted, which differences are gaining weight in the current relational field, or whether downweighted differences are changing the consequences of events. It extracts labor, income, debt, and housing, then writes society as a class image; extracts documents, archives, borders, and implementation, then writes society as a state image; extracts language, rites and customs, and education, then writes society as a cultural image; extracts harm, commemoration, and historical indices, then writes society as a historical image. Each image has a basis within a limited scope: interpreters adopting class theory can extract labor, income, property, debt, housing, risk, and capacity for domination; interpreters adopting a state image can extract identification, formatting, registration, certification, mutual recognition, allocation and coordination, and implementation; interpreters adopting a cultural image can extract language, rites and customs, education, values, and habits of life; interpreters adopting a historical image can extract harm, commemoration, historical indices, and community memory. All these differentiating units may be real and weighty.
The danger of illusory explanatory construction lies precisely in the fact that these images are not entirely ineffective. Interpreters extract some real differentiating units and connect them into a seemingly complete explanation. But illusory construction occurs when explanation oversteps its bounds: it no longer acknowledges that other differentiating units remain unextracted, no longer permits downweighted differences to re-enter, no longer examines nodes, relational chains, and historical indices, and no longer lets counterexamples change it. Differentiating units drawn from a limited scope are thus expanded into an image of the whole; broken relational chains are filled in as smooth causality; and unextracted differences are called secondary, superficial, occlusion, noise, or something that has not yet developed to a sufficiently clear stage. Illusory construction does not lack reality. It compresses a small number of real differentiating units excessively, assigns them excessive weight, and connects them excessively, finally passing itself off as the whole of society.
Illusory explanatory construction is easily mistaken for explanation because it has the appearance of material support. It does extract some real differentiating units. It can name wages, debt, documents, archives, borders, language, rites and customs, historical indices, and historical harms. It is not an empty fiction but a lifelike image of the whole. Differences such as wages, documents, language, and historical indices really exist. Listeners therefore readily transfer the truth of the materials to the entire causal line, forgetting that nodes in between have yet to be traced clearly. The truth of materials proves only that those materials exist; it does not automatically make the entire causal line accurate.
The appearance of causality comes from the arrangement of the story. This smoothness can connect complex reality into an easily told main line, organizing multiple nodes, intersecting relations, and paths not yet fully investigated as the unfolding of one overarching cause. Materials from different positions can be placed in a clear sequence in the narrative, yet the relational chains may not have been traced clearly. Narrative order cannot replace the actual order of transmission. Making a story hang together does not mean that the effects between nodes have been established.
The appearance of certainty can reduce unease. Complex reality leaves people unsure what to look at, what to hate, what to sympathize with, what to exclude, or what to act on. Illusory explanatory construction supplies a definite image, enabling people to know causes, objects, and courses of action quickly. The appearance of certainty can reduce the burden of judgment; shared language can also allow members to affirm one another and rearrange different materials. Both serve organizational functions, yet neither can replace calibration against reality. A vocabulary's stable circulation cannot be treated as proof of accuracy.
The more it resembles explanation, the more readily it replaces explanation; the more it resembles reality, the more readily it occludes reality. Genuine explanation retains entry points for returning to reality. Illusory explanatory construction blocks those entry points, replacing calibration with a sense of completeness.
III. Gap Completion: Explanation Refuses to Stop
The key to illusory explanatory construction lies not in what it has already seen, but in how it handles gaps. Materials from reality are often incomplete: not all nodes have been fully investigated, not all relational chains have been traced, and not all historical indices can necessarily be found. A gap indicates not only insufficient information, but also that materials have yet to find a position within a relational chain. A result has appeared, but the path behind it remains unclear. Someone has been harmed, yet one cannot immediately judge whether that harm came from labor relations, institutional eligibility, local relations, family historical indices, medical history, debt, or the joint effects of several relations. If a result and the path that produced it are mixed together and directly attached to a familiar cause, the work of investigation becomes confirmation of an existing image. The existing main line replaces every unseen intermediary position.
Blanks between nodes are particularly easy to overlook. Documents may already exist without necessarily showing who preserves them, who certifies them, or who refuses to recognize them. Even when a medical history has been recorded, it may not directly explain how that history enters an eligibility judgment. Completion compresses these procedures into seemingly natural causes, making it difficult for later judgments to identify when and where completion occurred. Materials are thus treated as causes, procedures arranged as a natural sequence, and unextracted differences left with only the position of exceptions. A genuine pause requires keeping unfinished parts within judgment, preventing a larger image from hiding them.
A healthy pause must retain the possibility of renewed distinction extraction. It can provisionally acknowledge that no judgment has yet been made, marking a gap as a relational position that needs tracing. This is not evading responsibility; it avoids using a familiar image to answer in advance on the materials' behalf. Stopping does not mean abandoning explanation. Stopping means acknowledging that the differentiating units extracted so far are insufficient, that current weight judgments still need calibration, that some relational chains have not been traced clearly, and that counterexamples may really change the original image.
Closed completion does the opposite: it turns the unknown into the known, and what has not yet been connected into what is already connected. Illusory explanatory construction does not fabricate out of nothing. It refuses to pause at gaps in reality, using familiar images to complete reality. Without knowing the concrete nodes, it assumes an overarching cause; without tracing relational chains, it joins them into familiar causality; without finding historical indices, it writes the past as an eternal cause. Even when counterexamples appear, it does not let them return for calibration, but transforms them into proof that the theory is correct at a deeper level. When this practice is adopted repeatedly, later people see only complete conclusions. It becomes difficult to discover which differences in between never actually entered judgment.
Consider again the same family of workers from elsewhere. Their child's failure to gain school admission may in reality involve household registration, residence permits, years of social-insurance coverage, the student-registration system, school places, rental registration, the timing of migration, local policies, and the school's implementation practices. If explanation has not traced these nodes, it may use a familiar image to complete the account: an illusory class construction will call this an expression of class oppression; an illusory state construction, a result of state control; an illusory market construction, competitive failure and the consequences of choices; an illusory cultural construction, a problem of ideas about family, educational ideas, or habits of life; an illusory historical construction, the inevitable continuation of past historical indices or historical harms. Once the family's materials are placed in a total image, originally different paths of transmission between nodes are easily compressed into the same kind of proof.
These accounts are not necessarily groundless. The family does have problems of labor and income, is blocked by institutional eligibility requirements, must face the distribution of urban resources, and may indeed be looked down on because of accent, habits, local relations, and migration history. But if explanation places the event directly in a familiar image without tracing how these differences connect concretely, it is not explaining the event. It is using the event to complete itself. Once the gaps are filled, explanation looks more complete, but that completeness has been filled in with familiar images. Reality has not re-entered explanation; explanation has spoken the remaining words on reality's behalf.
IV. Causal-Line Infilling: Making Relations Not Yet Fully Traced Run Smoothly
After gap completion, explanation does something else: causal-line infilling. Causal-line infilling occurs when explanation joins relational chains that have not been traced clearly into a familiar causal line of its own. Relational chains in reality are often not straight lines. A family's difficulties may arise simultaneously from unpaid wages, renting, interrupted social-insurance contributions, a child's school admission, an elder's medical records, historical indices of kinship, local reputation, and migration paths. These differences have sequences, intersections, and breaks between them, as well as points at which they amplify one another.
Unpaid wages make rent harder to meet, and difficulty paying rent in turn affects residential stability. Unstable residence affects school-admission materials, while interruptions in social-insurance records may also change eligibility judgments. The fact that an elder's medical records are back home affects assistance and care arrangements; historical indices of kinship that remain unclear affect borrowing and trust within the family; a poor local reputation may affect recognition by neighbors and opportunities to rent. These relational chains need to be traced patiently. They cannot simply be swallowed by a single line. Healthy explanation acknowledges that relational chains have not yet been traced clearly. Illusory explanatory construction joins relations not yet traced clearly into smooth causality.
Branches in relational chains do not merely add details to a story; they may change the attribution of consequences. Unpaid wages and housing can amplify one another, and housing and school admission may also affect one another. Yet every connection still needs confirmation through concrete materials and nodes. Arranging them directly into a single line makes some intermediary positions that actually exert effects disappear. Infilling often borrows a familiar subject. When all difficulties are assigned to one grand image, the people and procedures that concretely register, review, refuse, or recognize are hidden. This not only reduces responsibility; it also leaves subsequent correction unable to find nodes to return to.
An illusory class construction connects failed school admission, being refused rental housing, the inability to establish mutual recognition of medical histories, poor local reputation, and historical indices of kinship as subordinate expressions of the class image. An illusory state construction connects these difficulties as unified consequences of state control; an illusory market construction, as competitive failure and insufficient adaptation; an illusory cultural construction, as backward ideas or problems of lifestyle; an illusory historical construction, as the continuation of old harms. This kind of causal-line infilling is not without materials. Its real danger lies in making complex relations too smooth. An excessively smooth explanation often omits reality's most crucial branches. It does not ask how a particular node actually works, which relational chain actually exerted an effect, which difference is gaining weight at this moment, or whether the differences it downweighted have already changed the result. It wants only a line that can be made to hang together. Once that line hangs together, explanation believes its work is done.
Smooth causality also changes the shape of counterexamples. Materials that originally negated only one connection are described as merely failing to see a deeper cause. The relational chain is thus not taken apart; it receives still more infilling. Smooth lines also hide branches of responsibility, covering what is borne at different positions with the same overarching cause. Making an account hang together does not mean tracing it clearly, nor does a complete sequence mean that its nodes have been confirmed.
V. Counterexample Digestion: How Conflict Is Turned into Proof
At the stage of illusory explanatory construction, counterexamples are no longer merely pushed away. They are renamed, repositioned, and transformed into proof that the original image is correct at a deeper level. Renaming first changes a counterexample's identity. Materials that originally pointed to the image's limits are renamed surface phenomena, isolated biases, or evidence not yet mature. Once the name changes, the materials no longer require the original conclusion to give ground. Suppose an explanation claims that all difficulties come from the class image. It encounters the counterexample that people with the same income experience entirely different consequences under different household registrations, local relations, medical histories, and responsibilities to kin. If it merely excludes the counterexample, it calls this an isolated case. If it begins to digest the counterexample, it says that these seemingly different consequences precisely show the class image's deeper domination over other differences.
Repositioning places counterexamples in positions reserved by the original image. Different results no longer mean that the main line has failed; they are interpreted as expressions of that main line at different levels, times, or in different forms. Differences that could originally be compared are thus absorbed into the same conclusion. Suppose an explanation claims that all difficulties come from state control. It encounters the fact that some difficulties come from market rents, local reputation, family historical indices, and community exclusion. If it merely excludes counterexamples, it calls these materials unimportant. Once it begins to digest them, it says that these so-called market, local, and family problems are actually more concealed expressions of state control.
At the deepest point of closure, counterexamples too are turned into proof. The clearer the counterexample, the more readily those defending the image can claim that it reveals a deeper mechanism. The image thus need not bear failure; it instead obtains new defensive materials from conflict. Even preserved counterexamples may acquire meaning only in positions permitted by the original image, without truly opening new entry points for comparison. Suppose an explanation claims that all difficulties come from cultural backwardness. It encounters phenomena that culture cannot fully explain, such as school admission, interrupted social-insurance contributions, mutual recognition of medical records, housing eligibility, and unpaid wages. When excluding counterexamples, it says that opponents see only the surface. When digesting them, it declares that these institutional and economic problems occur precisely because this culture is ill-adapted to the modern order.
Once renamed, counterexamples can no longer hurt the explanation. The less they fit the original image, the more they are called evidence that the image is correct at a deeper level. Within illusory explanatory construction, counterexamples cease to exert pressure for calibration. Instead, they become materials through which the illusory construction expands itself. The more counterexamples there are, the busier it becomes adding patches; the more patches there are, the more closed the system becomes. At this point, explanation does more than see things wrongly. It has gained a defensive capacity: it no longer fears reality's failure to fit, but can describe even a failure to fit as a fit.
VI. Coherence Does Not Equal Accuracy
As long as renaming suffices without any need to answer how materials change weights, counterexamples lose their comparative function. A coherent explanation can arrange its starting point, causes, enemies, and actions neatly, but these arrangements prove only that its parts can support one another. If every part is produced through the same set of naming practices and write-back, internal consistency cannot establish whether the explanation still makes contact with downweighted differences.
Once gaps have been completed, causal lines connected, and counterexamples digested, explanation develops internal coherence. It looks complete: it has a starting point, causes, objects, conflicts, and solutions. It can explain why the problem occurred, why people failed to notice, why opponents oppose it, why counterexamples are not counterexamples, and why action should unfold in this way. Such an explanation gives people a strong sense of stability. But coherence is not accuracy. Internal coherence shows only that an explanation runs smoothly within itself. Being open to calibration by reality is the condition for explanation to remain valid; calibration against reality is what shows that reality can still change the explanation.
Calibration against reality requires explanation to accept a reordering brought by external materials. New nodes may change weights; unextracted differences may gain weight; results originally treated as exceptions may force relational chains to be reconnected. An entry point for reality is not a modest phrase that leaves room for qualification. It is a concrete position at which revision is possible. One must know which material can change the conclusion, which relational chain remains unconfirmed, and who can bring counterexamples back into the judgment procedure.
The blanks left by completion do not disappear. They are merely placed inside the conclusion, making it harder for later people to recognize that they were once blanks. Once blanks are placed inside a conclusion, tracing anew requires taking it apart to recover the materials, nodes, and procedures one by one. Adding another qualification outside the conclusion is not enough.
An explanation can therefore have complete concepts, smooth causality, clear enemies, and a definite course of action, yet still distort reality. It may organize some real differentiating units tightly while depriving still more differences that are gaining weight of an entry point. It may be adept at handling counterexamples without ever letting them truly change it; adept at describing causality without tracing how concrete nodes preserve, certify, and implement differences; adept at describing history without asking which present events are triggering past differences anew. The problem with illusory explanatory construction is not incompleteness, but excessive completeness: it is so complete that it leaves reality no entry point.
Healthy explanation leaves entry points open. It acknowledges that the differentiating units it extracts are limited, that current weights are only judgments within the current relational field, that nodes, relational chains, and historical indices still need tracing, and that counterexamples may change the original image. Illusory explanatory construction closes these entry points. It is not incapable of explaining any reality; it no longer allows reality to change it. After colliding with reality, an ordinary error may still retreat and undergo correction. After colliding with reality, illusory explanatory construction writes the collision itself into its proof.
VII. How Different Illusory Constructions Subsume the Same Event
Entry points must lie in concrete materials and procedures to which one can return. They cannot be merely a qualifying phrase expressing humility. Consider again that family of workers from elsewhere: the husband works on a construction site, the wife does casual work in a restaurant, their child has reached school age, the elder's medical records are at a hospital back home, rent is nearly due, wages are two months overdue, social-insurance records have been interrupted, and the family still owes a loan to relatives. This family is not a single label. Multiple sets of differentiating units intersect within it: wages, labor, debt, housing, and risk do carry great weight; household registration, residence permits, social insurance, student registration, and administrative eligibility are also weighty; accent, ties with people from the same place of origin, years of residence, recognition by neighbors, and local reputation also exert effects; responsibilities to kin, medical history, historical indices, care, and romantic relationships and marriage are not external details; migration routes, family memory, and old local events may also suddenly gain weight in a particular event.
Differences within the same family intersect because they acquire weight at different nodes. Unpaid wages may first change residential stability, and housing may in turn affect school-admission materials. Yet care within kinship relations, local recognition, and mutual recognition of medical histories do not necessarily run along the same line. If only one set of differences is selected as the overarching cause, other differences are forced to be rewritten as subordinate expressions. Such rewriting does not simplify the family's experience. It merely makes that experience expressible in only one language. An image's overstepping of its bounds also affects how family members understand one another: when every difficulty is assigned to the same overarching cause, members' responsibilities, constrained positions, and available exits at different nodes can no longer be judged separately. Concrete materials can show both the image's strength within a limited scope and its boundaries. If local reputation changes opportunities to rent, this does not automatically negate the weight of labor and income. If social-insurance records affect school-admission eligibility, this does not mean that family relations and historical indices lose their effect.
How does illusory explanatory construction handle this family? It does not fail to see the family altogether. It sees, but permits the family to be explained in only one way. Interpreters adopting class theory do extract labor and income. Yet the illusory class construction treats a limited image drawn from economic, labor, property, and domination relations as the whole of society itself, describing unpaid wages, the child's school admission, local recognition, the elder's medical records, household-registration restrictions, historical indices of kinship, and migration memory as subordinate expressions of the class image.
Interpreters adopting a state image do extract documents and implementation. Yet the illusory state construction expands formatting, certification, mutual recognition, allocation and coordination, and implementation into the sole image for explaining the whole of society, describing all these difficulties as results of state control and institutional oppression. Interpreters adopting a market image do extract rent, competition, and capacity to consume. The illusory market construction expands prices, competition, and capacity to consume into the sole image for explaining all social consequences, describing all these difficulties as competitive failure, consequences of choices, or insufficient adaptation.
Interpreters adopting a cultural image do extract language, rites and customs, and ideas. The illusory cultural construction expands language, rites and customs, education, values, and habits of life into the fundamental cause of every circumstance, compressing income, household registration, medical history, school places, and local exclusion into habits of life, educational ideas, or cultural backwardness. Interpreters adopting a historical image do extract old wounds, memory, and enduring boundaries. The illusory historical construction miswrites the renewed triggering of past differences as the past's absolute rule over the present, writing current difficulties as the inevitable continuation of past historical indices, historical harms, or old boundaries.
No form of illusory construction begins without materials. Rather, interpreters expand limited materials into a closed image. But when these explanations no longer allow other differentiating units to enter, no longer permit nodes and relational chains to be retraced, and no longer let counterexamples change the original judgment, they begin to turn into illusory constructions. Illusory explanatory construction has not failed to see the event. It uses a familiar image to supply the event's missing causes. It does not refuse to look at its object; it allows that object only to prove the image of the world it has already prepared.
Illusory class, state, market, cultural, and historical constructions differ in content but share a mechanism. They all begin with validity within a limited scope; all expand a limited set of differentiating units into an image of the whole; all complete reality at its gaps; all digest counterexamples into proof of their own correctness; and all produce new materials through action to reinforce themselves. Validity within a limited scope must remain connected to concrete relational fields. Once detached from those fields, it cannot automatically acquire weight for the whole. Only by preserving both the scope of validity and the procedures that formed it can one prevent a limited judgment from passing itself off as carrying weight for the whole in the next relational field.
A shared mechanism does not cancel differences in content between images. Labor and income; documents and implementation; prices and competition; language together with rites and customs; harm and memory—each pair brings different materials into judgment. The problem is that each image may elevate its own position of distinction extraction into the sole entry point. A shared mode of closure does not erase differences in the materials users extract through different images, their scopes of validity, or the consequences they produce. If different interpreters all complete gaps, reinforce their accounts when counterexamples arise, and retrieve materials after action, surface differences in position cannot hide the same closed procedure. Comparison should focus on how they handle nodes and relational chains, not on their respective slogans. To judge whether an explanation enters illusory construction, one should examine whether its users elevate limited materials into an unrevisable image of the whole and then use it to complete gaps and digest counterexamples. Which set of names they adopt is not itself a sufficient criterion.
VIII. How Action Write-Back Produces Self-Verification
Illusory explanatory construction is not merely a cognitive error. It organizes action; action produces new materials; and those materials reinforce the illusory construction. Illusory construction does not stop at explanation. Through action, it writes back into reality, then takes reality after write-back as proof of itself. But materials after write-back are not purely new reality. They are reality already shaped by actions organized through illusory construction. The consequences produced by those actions cannot directly be taken as neutral proof that the illusory construction itself is correct.
The key to write-back is that action leaves materials that can be cited again. An eligibility judgment, a risk record, or an act of exclusion may change the conditions under which the person concerned later obtains resources, trust, and passage through procedures. If later judgments see only the record, they will treat a shaped result as an original state. Action therefore needs to be traced at several positions: who makes the determination, which node preserves it, who extracts it in the next procedure, and how it affects new eligibility and risks. If even one part is omitted, write-back is easily described as a natural consequence. Once shaped consequences become records, the next person judging may take them as the person's original characteristics. Reviewers must bring the contents of records together with their conditions of formation back into judgment, identifying which person or institution set the threshold, which procedure preserved the result, and how later people extract it anew. Otherwise, procedures leave only results, preventing users from seeing how action shapes materials.
The defense and resistance of those excluded may also be renamed. Conflict originally produced by thresholds is described as instability in the object itself; insufficient materials caused by breaks in records are used to prove that raising thresholds is reasonable. If a group is interpreted as a dangerous object, those handling it will treat it as such. New conflicts produced by exclusion, surveillance, provocation, and forced self-defense will in turn be taken as evidence that “it really is dangerous.” This is not reality proving the illusory construction. The illusory construction first participates in producing reality, then retrieves the consequences it produced to serve as evidence.
A locality that regards all incoming families as unstable risks keeps raising thresholds in renting, school admission, neighborly relations, and job opportunities. This makes it harder for the family to become stable. When it does move frequently, have intermittent social insurance, and struggle to enroll its child, the local explanation says: Look, they really are unstable. An institution that sees certain people mainly as management costs likewise adds obstacles involving documents, review, assistance, and passage through procedures. The more obstacles there are, the harder it becomes for those concerned to establish continuous records; the fewer continuous records they have, the more readily the institution says that their materials are insufficient, their risks higher, and that relaxing requirements for them would be inappropriate.
Market explanations, cultural explanations, and illusory historical constructions also produce similar write-back. Attributing every failure to insufficient adaptation shifts low wages, long working hours, rental pressure, and debt deadlines onto individual choices. Attributing difficulties to backward ideas turns institutional thresholds, economic pressure, and local exclusion into educational problems. Writing present conflict as the inevitable continuation of old harms forces even new interactions to be understood along the lines of those old harms.
Action write-back makes illusory explanatory construction more stable. It no longer merely explains existing reality; it begins to participate in producing reality. It arranges people, resources, trust, eligibility, boundaries, and punishments according to its image. Action leaves records, conflicts, failures, exclusion, resistance, and new fears. Explanation then retrieves these new materials as proof that it was right all along. At this point, illusory construction has formed a loop: it extracts a small number of differentiating units and organizes them into an image of the whole; organizes action according to that image; action changes reality; and it extracts the changed reality anew. It thus looks increasingly true. Write-back is not one-way accumulation. New materials must still be extracted anew by people, institutions, and procedures before they can enter the next round of judgment. Precisely for this reason, calibration must return to the nodes that preserve and transmit materials, rather than examine only the final conclusion.
IX. The Appeal of Illusory Explanatory Construction
If illusory explanatory construction were simply an error, it might not endure so long. It also meets several real needs. Complex social relations cause unease; a definite image enables people to orient themselves quickly and believe that the real cause has been found. An enemy provides a focus for responsibility. When responsibility is too dispersed, a clear enemy also provides a focus for anger, fear, and discontent. A course of action establishes a sequence of actions, telling people what to transform or eliminate, whom to mobilize or obey, whom to struggle against, whom to punish, and what to wait for. Together, these arrangements can turn complex relations that cannot be dealt with immediately into instructions for action that can be disseminated.
People sharing the same image use the same vocabulary, identify the same enemy, and tell the same causal story. They also affirm one another as a community. Shared language allows members to affirm one another and incorporate different materials into the same vocabulary. Such affirmation has real social effects, but cannot be taken to mean that the image has passed calibration against reality. Once vocabulary is fixed, heterogeneous materials may instead be forced into the same direction of interpretation. Equally important is the security of being exempt from revision. If counterexamples can be renamed, users need not bear the pressure of pausing, checking evidence, and changing direction, while the existing community can more readily maintain agreement. As long as the original image can digest every counterexample, the pressure to revise disappears.
Certainty, enemies, a course of action, community, and the security of exemption from revision make illusory explanatory construction more than an intellectual failure: it also serves concrete social functions. Precisely for this reason, its need to return to reality for calibration is all the greater.
X. Dismantling Illusory Construction and Restoring Entry Points for Reality
Calibrating illusory explanatory construction does not mean adding patches to a closed image. It means allowing excluded reality to re-enter explanation. Patching is not calibration; patches may make an illusory construction more closed. Dismantling illusory explanatory construction means recovering the differentiating units that have been overorganized, taking apart causal lines that have been made smooth, releasing digested counterexamples, and examining biased materials produced by actions organized through illusory construction.
Recovering differentiating units does not mean listing all differences equally. It means re-examining which differences were extracted in concrete relational fields and how they were assigned weight, why they gained weight, and which differences were downweighted before and after the result formed. This avoids writing weight as a fixed ranking.
Such examination must enter substantive relations. Beyond labor, income, debt, and housing, are household registration, medical history, local relations, responsibilities to kin, and community recognition also exerting effects? Beyond documents, archives, and implementation, are market rents, the family's provision of a safety net, local reputation, and historical indices also changing consequences? Beyond language, rites and customs, and ideas, have institutional eligibility, resource distribution, the bearing of risks, and the width of available exits been downweighted? Relations not yet established must also be retained. Incomplete tracing does not mean that a relation does not exist. The approach is to mark positions still needing to be traced, allowing new materials to change current weights, rather than set those relations aside and ignore them.
Taking apart infilled lines requires returning to nodes one by one, investigating where the explanation completed a gap, where it assumed an overarching cause without tracing nodes, where it joined relations into smooth causality without tracing relational chains, and where it wrote the past as an eternal cause without finding historical indices. Who preserves a piece of material, who certifies it, and in which procedure it is cited: these concrete positions can explain how results form better than an elegant account of overarching causality. Dismantling also requires establishing who has the ability to change how records are read. If materials can be cited only along existing classifications, even preserved counterexamples may lose their effect again before entering judgment. This is also why calibration must examine materials and procedures together.
Releasing counterexamples does not mean treating every objection as valid. Counterexamples must point to concrete differences, nodes, or relational chains and explain how they force the original image to change distinction extraction and weights. This requires examining which counterexamples should have changed the explanation but were called noise, occlusion, a failure to awaken, insufficient information, or proof of correctness at a deeper level. Examining write-back requires distinguishing new materials from materials shaped by action. Records are not transparent windows; how a record was formed may itself become a difference in subsequent judgment. One must establish what actions the explanation organized, whether those actions produced new biased materials, and whether the explanation retrieved the new materials left by action as proof of its own correctness.
These questions are not intended to cancel explanation, but to let it regain entry points for reality. The result of calibration need not be another closed total image. It can retain a limited scope, provisional weights, and relations not yet traced clearly, while specifying what materials would prompt revision. An explanation that counterexamples can change is not yet completely closed; one that counterexamples cannot change has already begun to turn into an illusory construction. Explanation cannot extract all of reality, but it must know what it extracted, what it downweighted, where it completed gaps, where it made relational chains run smoothly, where it turned counterexamples into self-verification, and where it produced new biased materials through action. Only in this way can explanation avoid becoming trapped by its own completeness.
XI. Moving into Model C and Complexity-Based Conflation
Keeping entry points for reality open allows judgment to continue within a limited scope, but unfinished work cannot be described as complete. Excessive certainty ends comparison prematurely; excessive uncertainty prevents comparison from beginning. The former refuses to acknowledge that other differences may change the conclusion; the latter refuses to acknowledge that any difference can form a testable distinction. Faced with either direction, one must return to concrete materials and relational chains to see whether counterexamples can still move judgment forward. Judgment can point to concrete differences; at the same time, it must specify which counterexamples, nodes, or relational chains would prompt its revision. Acknowledging limits still allows choices; retaining complexity does not place every explanation on the same level.
Limited judgment must still specify the objects, materials, and conditions of comparison. It can offer provisional distinctions within its present scope, but must also retain an account of which new material would change weights. This does not flatten all relations. It keeps judgment traceable, refutable, and revisable within a limited scope. Illusory explanatory construction closes entry points for reality through excessive certainty; complexity-based conflation may remove the conditions for comparison through excessive uncertainty. Here, only the boundary between these two directions is marked. When they enter Model C, why neither can be reduced to the other, and how calibration rejects both extremes will be addressed together in Chapter 26.