1 · Recursive ego fingerprint
The fixed outer circle is context. The inner ring is the absolute packing radius set by the strongest neighbor. Circle area inside the ring remains relative to the other five neighbors.
Local graph navigation without a global drawing
The ego fingerprint is now the primary view over this deterministic 18-concept subset. Empty annular space preserves absolute similarity strength, while recursive circles reveal each neighbor's own stable local signature.
Current:
2 · Subtractive subfaces
Begin with one seven-aspect similarity simplex. Every inner circle removes exactly one aspect. Equivalent member sets are one state regardless of removal order.
3 · Recursive similarity spiral
Closer means more similar; the golden-angle rotation separates near-equal radii. Select any neighbor to make its invariant k-neighbor glyph the next origin.
AInhabitable Embedding Cartography
BReference-Anchored Embedding Terrains and Embodied Navigation Interfaces
CNavigable Embedding-Visual Cognition Systems
DEmbedding-Space Cognitive Navigation
EEmbedding-Native Geometric Knowledge Navigation and Semantic Field Manipulation
FAI-Mediated Cognitive Cartography
GConceptographic externalized cognition infrastructure
HEmbedding-Native Visual and Adaptive Language Artifacts
IAdaptive Embedding-Text Knowledge Terrain
JExternalized Embedding-Graph Cognitive Memory and Action Ecosystem
KCuriosity-Driven Threshold Cartography Narrative Engine
LExternalized Fractal Cognitive Cartography
MExternalized Recursive Embedding–Graph Knowledge Field
NAdaptive Experiential Knowledge Landscapes
OIdentity-Decoupled Generative Idea Ecosystem
PLiving Spatial Knowledge Landscape Interfaces
QEmbodied Generative Spatial-Music Systems
RIntent-Driven Ambient Spatial Execution and Toolspace Layer
127 unique nonempty subfaces replace 8660 removal-order paths when states are canonicalized by member set.
A fixed outer circle plus an absolute-similarity packing envelope separates local relative composition from global similarity strength.
Recursive ego fingerprints reuse the exact same canonical glyph at every depth; cycles stop at the selected level-of-detail boundary.
Subtraction is a traversal of an abstract subface lattice; deduplicating by member set prevents removal-order explosion.
The spiral preserves a stable k-neighbor signature and uses a separate breadcrumb for the incoming parent, so recursion does not mutate node identity.
The recursive packing remains a local fingerprint and navigation grammar, not a claim about one global graph shape.