Bhārata Strata · Maharashtra · Buldhana · morphological twins
Places like cell 4720004823
The MH-36 locality cells most similar to this Buldhana 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 7 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.194
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990000134
distance 0.194 · cross-district
#2 · Solapurcell 4960001663
distance 0.195 · cross-district
#3 · Ahmednagarcell 4660002739
distance 0.203 · cross-district
#4 · Solapurcell 4960008431
distance 0.211 · cross-district
#5 · Chhatrapati Sambhajinagarcell 4690006075
distance 0.216 · cross-district
#6 · Solapurcell 4960009319
distance 0.218 · cross-district
#7 · Akolacell 4670001533
distance 0.221 · cross-district
#8 · Ahmednagarcell 4660003284
distance 0.224 · cross-district
#9 · Dharashivcell 4880005189
distance 0.228 · cross-district
#10 · Ahmednagarcell 4660002339
distance 0.229 · cross-district
#11 · Ahmednagarcell 4660000979
distance 0.23 · cross-district
#12 · Solapurcell 4960003259
distance 0.232 · cross-district
#13 · Ahmednagarcell 4660000405
distance 0.235 · cross-district
#14 · Wardhacell 4980003812
distance 0.235 · cross-district
#15 · Solapurcell 4960001425
distance 0.237 · cross-district
#16 · Solapurcell 4960012137
distance 0.239 · cross-district
#17 · Ahmednagarcell 4660013514
distance 0.241 · cross-district
#18 · Ahmednagarcell 4660002738
distance 0.243 · 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":472,"cluster_id":4720004823}}}'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.