Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700003141
The MH-36 locality cells most similar to this Beed 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 5 distinct districts
Index confidence
0.9
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.147
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660009952
distance 0.147 · cross-district
#2 · Solapurcell 4960012073
distance 0.172 · cross-district
#3 · Ahmednagarcell 4660009085
distance 0.172 · cross-district
#4 · Chhatrapati Sambhajinagarcell 4690002536
distance 0.176 · cross-district
#5 · Ahmednagarcell 4660014322
distance 0.179 · cross-district
#6 · Beedcell 4700005637
distance 0.182
#7 · Punecell 4900005807
distance 0.186 · cross-district
#8 · Chhatrapati Sambhajinagarcell 4690003135
distance 0.186 · cross-district
#9 · Ahmednagarcell 4660001182
distance 0.189 · cross-district
#10 · Ahmednagarcell 4660001273
distance 0.191 · cross-district
#11 · Solapurcell 4960000204
distance 0.194 · cross-district
#12 · Ahmednagarcell 4660000799
distance 0.196 · cross-district
#13 · Ahmednagarcell 4660005110
distance 0.197 · cross-district
#14 · Ahmednagarcell 4660000575
distance 0.198 · cross-district
#15 · Ahmednagarcell 4660009069
distance 0.201 · cross-district
#16 · Beedcell 4700006909
distance 0.202
#17 · Ahmednagarcell 4660009574
distance 0.202 · cross-district
#18 · Beedcell 4700005191
distance 0.203
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":470,"cluster_id":4700003141}}}'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.