Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700005832
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 7 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.165
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700000851
distance 0.165
#2 · Beedcell 4700007025
distance 0.166
#3 · Beedcell 4700006803
distance 0.168
#4 · Beedcell 4700006916
distance 0.182
#5 · Washimcell 4990001859
distance 0.186 · cross-district
#6 · Dharashivcell 4880006400
distance 0.187 · cross-district
#7 · Beedcell 4700002189
distance 0.192
#8 · Washimcell 4990002461
distance 0.192 · cross-district
#9 · Parbhanicell 4890002347
distance 0.195 · cross-district
#10 · Dharashivcell 4880006437
distance 0.195 · cross-district
#11 · Washimcell 4990002627
distance 0.196 · cross-district
#12 · Ahmednagarcell 4660000879
distance 0.2 · cross-district
#13 · Beedcell 4700000428
distance 0.201
#14 · Solapurcell 4960004804
distance 0.202 · cross-district
#15 · Chhatrapati Sambhajinagarcell 4690004701
distance 0.202 · cross-district
#16 · Washimcell 4990001842
distance 0.202 · cross-district
#17 · Beedcell 4700008708
distance 0.203
#18 · Dharashivcell 4880000788
distance 0.204 · 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":4700005832}}}'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.