Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003040

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004223

distance 0.121

#2 · Beedcell 4700003025

distance 0.137

#3 · Beedcell 4700003734

distance 0.155

#4 · Beedcell 4700003030

distance 0.159

#5 · Beedcell 4700004578

distance 0.17

#6 · Beedcell 4700003026

distance 0.171

#7 · Beedcell 4700003907

distance 0.172

#8 · Beedcell 4700003039

distance 0.181

#9 · Beedcell 4700003395

distance 0.181

#10 · Beedcell 4700005070

distance 0.182

#11 · Beedcell 4700003906

distance 0.183

#12 · Beedcell 4700003223

distance 0.184

#13 · Solapurcell 4960000046

distance 0.191 · cross-district

#14 · Beedcell 4700003201

distance 0.193

#15 · Beedcell 4700003736

distance 0.194

#16 · Buldhanacell 4720000124

distance 0.199 · cross-district

#17 · Beedcell 4700003904

distance 0.203

#18 · Beedcell 4700004925

distance 0.205

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":4700003040}}}'

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.