Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700002252
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
0.119
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700004953
distance 0.119
#2 · Beedcell 4700004257
distance 0.143
#3 · Beedcell 4700004099
distance 0.146
#4 · Beedcell 4700004102
distance 0.148
#5 · Beedcell 4700002550
distance 0.169
#6 · Beedcell 4700004964
distance 0.171
#7 · Dharashivcell 4880002623
distance 0.173 · cross-district
#8 · Beedcell 4700003244
distance 0.18
#9 · Beedcell 4700002889
distance 0.185
#10 · Beedcell 4700002384
distance 0.187
#11 · Sanglicell 4930000952
distance 0.187 · cross-district
#12 · Beedcell 4700004256
distance 0.187
#13 · Beedcell 4700002093
distance 0.187
#14 · Beedcell 4700003257
distance 0.189
#15 · Beedcell 4700004795
distance 0.192
#16 · Beedcell 4700004088
distance 0.193
#17 · Beedcell 4700004442
distance 0.193
#18 · Dharashivcell 4880002662
distance 0.197 · 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":4700002252}}}'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.