Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008240

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

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008918

distance 0.129

#2 · Beedcell 4700007844

distance 0.161

#3 · Beedcell 4700008957

distance 0.173

#4 · Dharashivcell 4880004505

distance 0.175 · cross-district

#5 · Beedcell 4700008144

distance 0.175

#6 · Beedcell 4700008030

distance 0.177

#7 · Dharashivcell 4880005511

distance 0.184 · cross-district

#8 · Beedcell 4700007400

distance 0.184

#9 · Beedcell 4700007754

distance 0.185

#10 · Beedcell 4700008184

distance 0.187

#11 · Beedcell 4700008970

distance 0.188

#12 · Beedcell 4700002746

distance 0.194

#13 · Beedcell 4700007232

distance 0.196

#14 · Parbhanicell 4890000117

distance 0.197 · cross-district

#15 · Beedcell 4700007330

distance 0.199

#16 · Beedcell 4700007757

distance 0.199

#17 · Beedcell 4700007938

distance 0.2

#18 · Beedcell 4700006252

distance 0.2

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":4700008240}}}'

Machine-readable JSON twin →Full dossier →

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.