Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700002803
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 3 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.127
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660002768
distance 0.127 · cross-district
#2 · Ahmednagarcell 4660002409
distance 0.138 · cross-district
#3 · Ahmednagarcell 4660001907
distance 0.147 · cross-district
#4 · Ahmednagarcell 4660001690
distance 0.148 · cross-district
#5 · Ahmednagarcell 4660002769
distance 0.152 · cross-district
#6 · Ahmednagarcell 4660001589
distance 0.159 · cross-district
#7 · Ahmednagarcell 4660002314
distance 0.161 · cross-district
#8 · Ahmednagarcell 4660002404
distance 0.164 · cross-district
#9 · Ahmednagarcell 4660001695
distance 0.166 · cross-district
#10 · Beedcell 4700003169
distance 0.166
#11 · Ahmednagarcell 4660001995
distance 0.171 · cross-district
#12 · Beedcell 4700003337
distance 0.172
#13 · Beedcell 4700003324
distance 0.175
#14 · Ahmednagarcell 4660001588
distance 0.176 · cross-district
#15 · Ahmednagarcell 4660002688
distance 0.179 · cross-district
#16 · Ahmednagarcell 4660002413
distance 0.18 · cross-district
#17 · Ahmednagarcell 4660001793
distance 0.183 · cross-district
#18 · Solapurcell 4960004594
distance 0.183 · 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":4700002803}}}'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.