Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700006608
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 2 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.071
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660004871
distance 0.071 · cross-district
#2 · Ahmednagarcell 4660004201
distance 0.099 · cross-district
#3 · Beedcell 4700005628
distance 0.106
#4 · Ahmednagarcell 4660005053
distance 0.109 · cross-district
#5 · Beedcell 4700004155
distance 0.121
#6 · Beedcell 4700005624
distance 0.123
#7 · Ahmednagarcell 4660004071
distance 0.126 · cross-district
#8 · Ahmednagarcell 4660004964
distance 0.139 · cross-district
#9 · Beedcell 4700006205
distance 0.139
#10 · Beedcell 4700003479
distance 0.141
#11 · Ahmednagarcell 4660000920
distance 0.145 · cross-district
#12 · Beedcell 4700004686
distance 0.145
#13 · Beedcell 4700004857
distance 0.146
#14 · Ahmednagarcell 4660005020
distance 0.149 · cross-district
#15 · Beedcell 4700006758
distance 0.151
#16 · Beedcell 4700006991
distance 0.152
#17 · Ahmednagarcell 4660002570
distance 0.153 · cross-district
#18 · Beedcell 4700005181
distance 0.153
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":4700006608}}}'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.