Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700000859
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.149
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700006513
distance 0.149
#2 · Dharashivcell 4880004386
distance 0.156 · cross-district
#3 · Sanglicell 4930003087
distance 0.171 · cross-district
#4 · Ahmednagarcell 4660001035
distance 0.172 · cross-district
#5 · Solapurcell 4960012526
distance 0.175 · cross-district
#6 · Sanglicell 4930000671
distance 0.176 · cross-district
#7 · Beedcell 4700005081
distance 0.177
#8 · Solapurcell 4960012409
distance 0.178 · cross-district
#9 · Sanglicell 4930001221
distance 0.181 · cross-district
#10 · Sanglicell 4930001190
distance 0.182 · cross-district
#11 · Sanglicell 4930001189
distance 0.183 · cross-district
#12 · Beedcell 4700007677
distance 0.187
#13 · Beedcell 4700007018
distance 0.191
#14 · Sanglicell 4930002090
distance 0.192 · cross-district
#15 · Sanglicell 4930000965
distance 0.192 · cross-district
#16 · Solapurcell 4960012508
distance 0.193 · cross-district
#17 · Beedcell 4700006255
distance 0.194
#18 · Beedcell 4700001113
distance 0.194
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":4700000859}}}'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.