Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880005694
The MH-36 locality cells most similar to this Dharashiv cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 9 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.244
lower = more alike (weighted)
The twins, closest first
#1 · Sanglicell 4930000543
distance 0.244 · cross-district
#2 · Solapurcell 4960006829
distance 0.248 · cross-district
#3 · Chhatrapati Sambhajinagarcell 4690001979
distance 0.278 · cross-district
#4 · Dharashivcell 4880003826
distance 0.28
#5 · Laturcell 4810001597
distance 0.283 · cross-district
#6 · Sanglicell 4930000014
distance 0.285 · cross-district
#7 · Kolhapurcell 4800005624
distance 0.302 · cross-district
#8 · Yavatmalcell 5000003997
distance 0.311 · cross-district
#9 · Solapurcell 4960011105
distance 0.311 · cross-district
#10 · Kolhapurcell 4800005376
distance 0.314 · cross-district
#11 · Jalnacell 4790002694
distance 0.316 · cross-district
#12 · Laturcell 4810002948
distance 0.319 · cross-district
#13 · Chhatrapati Sambhajinagarcell 4690002177
distance 0.32 · cross-district
#14 · Sanglicell 4930003912
distance 0.322 · cross-district
#15 · Sanglicell 4930000536
distance 0.325 · cross-district
#16 · Ahmednagarcell 4660011740
distance 0.329 · cross-district
#17 · Kolhapurcell 4800004460
distance 0.329 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690002994
distance 0.334 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":488,"cluster_id":4880005694}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.