No. GJG5Q
Canon
Sarah Mackenzie
central to a 9-mind community
The Liturgical Homemaker
“A Christian homeschool mother building a theology of the ordinary by arguing that reading aloud is the highest-leverage act of love, formation, and relational repair available to parents.”
Where they’re heading
→ Grace-based liturgy of enough
62% pushing outward · synthetic
Mapped April 2026
Fingerprint stability — Provisional
Based on one sample of writing. The pattern isn’t proven yet — submit another corpus to strengthen it.
Cognitive Topology
How Sarah’s mind works — mapped across 12 dimensions
This mind develops ideas incrementally, step by step (bottom 3%), stays in a consistent epistemic register (bottom 16%), and is strongly past-anchored in reasoning (bottom 19%).
Position Among Mapped Minds
Reasoning Source
Topology Instruments
0.5 nats · rarer than 7% of 267 minds
Prose Signature
How Sarah’s sentences move — measured at the syntactic and lexical level
Stylometric Provenance
Four stylometric instruments measuring how this prose patterns against an AI-generated baseline.
Composite distance
2.61
weighted sum of the four signals below
Each instrument measures one axis of stylistic distance from the LLM baseline (n=30). Larger values mean the prose sits further from the baseline centroid. The composite weights function-word distribution at 0.5, the others at 0.2 / 0.2 / 0.1.
Stylistic Kin
Writers whose sentences move like Sarah’s — by Burrows’ Delta on function-word frequency
Sarah’s Mind
Weekly digest
Who viewed this fingerprint, and the closest intellectual match that week.