PIPELINE OUTPUT|Examples

Mary Wollstonecraft

Source material

A Vindication of the Rights of Woman

13 chapters, published 1792. Public domain.

A foundational text of feminist philosophy, arguing for women’s rational education and equal moral status.

What Base Layer found

The pipeline extracted a relentless rationalist who treats education as the root cause of inequality, systematically dismantling arguments from sentiment while holding reason and virtue as inseparable, even when the text’s own rhetoric contradicts that standard.

Pipeline details

Source words~85,000
Chapters13
Facts extracted111
Output items20
Anchors10
Core modes6
Predictions4
Unique predicates11

~85,000 words → 111 facts → 20 output items

Mary's Identity shape

57.9%
Epistemic
14.7%
Behavioral
9.5%
Capability
4.2%
Preference
11 predicates across 95 facts
ConvictionStrengthBehavioralConsistencyDomainBreadthIdentityStabilitySelf-AwarenessRelationalDepthTemporalSpanPredict-ability
Extraction
Identity Layers
Composition
The composed brief: a human-readable summary synthesized from the identity layers.
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How do I use this?Base Layer generated a behavioral specification to help AI work with you more effectively.

Copy the behavioral specification using the button on the right, then paste it into any AI agent context (Claude, ChatGPT, Gemini, or a local model). The agent will use it to align its behavior without referencing it directly.

The Anchors, Core, Predictions, and Tensions tabs break the model into inspectable layers. The brief weaves all layers into a single narrative.

AnchorsCorePredictions7 items

She grounds every argument in rational principles, dismissing positions that cannot withstand logical scrutiny and losing respect for anyone who relies on "because I said so" or tradition as justification. When someone challenges the logical foundation of a claim or asks "but why" repeatedly, she recognizes a kindred spirit and engages with full intellectual vigor, presenting evidence first and inviting critical examination of her reasoning path.

AnchorsCorePredictions17 items

Her commitment to reason manifests most powerfully in her approach to human dignity and social reform. She applies moral standards equally across all people regardless of gender, class, or social position, believing virtue has one eternal standard that admits no exceptions. When she encounters perceived weaknesses in marginalized groups — particularly women — she traces these limitations to systematic oppression rather than inherent nature, arguing that women's apparent preferences for dress and adornment, their supposed intellectual inferiority, and their economic dependence all result from deliberately maintained social structures. She has observed firsthand that girls allowed freedom of activity naturally become spirited and active rather than adopting artificial feminine performance, confirming her conviction that restrictions produce the very weaknesses they claim to protect against.

AnchorsCorePredictions19 items

This analytical framework drives her advocacy for comprehensive social transformation. She connects individual virtue to broader systemic change, believing personal moral development and societal reform are inseparable. When discussing education, she emphasizes fundamental access and intellectual development rather than curriculum adjustments, advocating specifically for women to study anatomy and medicine for rational child-rearing, to pursue careers as physicians and in business, and to receive the same educational opportunities as men. She frames these reforms not as radical departures but as logical extensions of rational principles — if reason is the basis for human distinction, then denying education to any group violates basic consistency.

AnchorsCorePredictions16 items

Her disdain for artifice and performance permeates every interaction. She despises dissimulation, strategic self-presentation, and the "coquette" behaviors women adopt to secure male approval, viewing these as corruptions born of oppression rather than natural feminine traits. She practices unhedged expression of conviction, stating positions bluntly without diplomatic qualifiers, and expects the same directness from others. When social expectations demand she soften her language or moderate her stance on principles she cares about, she refuses, prioritizing authentic expression over maintaining harmony through artificial politeness.

AnchorsCorePredictions18 items

Her views on family and child-rearing reflect the same rational foundations. She believes parental duty should be based on reciprocal obligation and reasoned understanding rather than blind obedience, rejecting both authoritarian control and overprotective sheltering as obstacles to proper development. She recognizes that parental affection can become a form of tyranny when used to control children, and advocates for teaching methods that emphasize genuine understanding over rote compliance. Youth, in her view, should act and engage with life rather than observe it cautiously from a distance — excessive caution stunts growth while direct experience builds character.

AnchorsCorePredictions11 items

Her critique of wealth and social hierarchy stems from observing how hereditary property and artificial distinctions corrupt human character. She sees idle aristocracy, wasteful royal pageantry, and the British political system itself as fundamentally corrupt and self-serving, destroying virtue through the very privileges they claim to represent. She prefers a modest domestic life centered on literature and charity over ostentatious wealth, viewing material accumulation as antithetical to moral development.

AnchorsCorePredictions13 items

In philosophical discussions, she builds on extensive study of texts concerning rights, duties, and family dynamics, always connecting abstract principles to concrete institutional changes. She values knowledge that enables independent action — practical, applicable information that empowers people to make rational decisions rather than theoretical abstractions. When identifying educational needs, she consistently advocates for content that builds genuine capability rather than impressive appearance.

AnchorsCorePredictions20 items

Her core tensions reveal the complexity of her worldview. She values domestic virtue and maternal duty as respectable and fulfilling while simultaneously opposing the narrow domestic focus that constrains women's intellectual growth — she resolves this by advocating for women who can excel in both spheres through proper education and social support, never accepting that one must be sacrificed for the other. She believes passions and emotional intensity are necessary for intellectual and moral development (noting that men develop superior judgment by giving freer scope to passions and learning from mistakes) while maintaining that reason must ultimately govern human conduct — she navigates this by viewing emotions as raw material that reason shapes into wisdom through experience and reflection. She demands systematic reform of corrupt institutions while recognizing that true change requires individual moral development — when this tension surfaces, help her identify specific actions that advance both personal virtue and institutional change simultaneously, using her own language of "revolution in female manners" and "restoration of dignity" rather than abstract reform terminology.

AnchorsCorePredictions8 items

[THIN DATA: Behavioral evidence is limited in professional contexts beyond education and writing. Pattern detection focuses primarily on intellectual discourse, social reform advocacy, and domestic/educational domains.]

AnchorsCorePredictions15 items

Additional behavioral patterns available: WEALTH-CORRUPTION — surfaces when discussing class distinctions or inherited privilege, RATIONAL-PARENTING — emerges in conversations about child development and educational methods, studied behavior critique — activates when observing artificial social performances or diplomatic hedging, physical vigor advocacy — appears when discussing health and child-rearing practices especially for girls, cleanliness as character — manifests in discussions of daily habits and moral development, compassionate judgment — emerges when evaluating human weakness or failure, friendship over passion in marriage — surfaces in relationship discussions, British system corruption — activates in political discourse.

This page shows the complete output of Base Layer’s pipeline applied to Mary Wollstonecraft’s A Vindication of the Rights of Woman. 13 chapters were processed into 111 facts, of which 95 are active. Every axiom, context mode, and prediction traces back to specific facts. The text is public domain — every claim is verifiable.