Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007145
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 6 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.112
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700006934
distance 0.112
#2 · Beedcell 4700006947
distance 0.138
#3 · Buldhanacell 4720004725
distance 0.147 · cross-district
#4 · Beedcell 4700006937
distance 0.154
#5 · Solapurcell 4960002303
distance 0.16 · cross-district
#6 · Parbhanicell 4890002067
distance 0.166 · cross-district
#7 · Beedcell 4700007146
distance 0.168
#8 · Beedcell 4700007147
distance 0.172
#9 · Buldhanacell 4720006103
distance 0.174 · cross-district
#10 · Buldhanacell 4720005428
distance 0.175 · cross-district
#11 · Amravaticell 4680000610
distance 0.178 · cross-district
#12 · Akolacell 4670001061
distance 0.182 · cross-district
#13 · Parbhanicell 4890005431
distance 0.184 · cross-district
#14 · Buldhanacell 4720006431
distance 0.184 · cross-district
#15 · Amravaticell 4680001160
distance 0.184 · cross-district
#16 · Beedcell 4700006143
distance 0.184
#17 · Solapurcell 4960011439
distance 0.184 · cross-district
#18 · Buldhanacell 4720005926
distance 0.185 · 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":470,"cluster_id":4700007145}}}'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.