Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002594

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003576

distance 0.162

#2 · Beedcell 4700002928

distance 0.168

#3 · Beedcell 4700001639

distance 0.179

#4 · Akolacell 4670000822

distance 0.188 · cross-district

#5 · Beedcell 4700001799

distance 0.197

#6 · Beedcell 4700001489

distance 0.197

#7 · Beedcell 4700003276

distance 0.198

#8 · Beedcell 4700001795

distance 0.2

#9 · Beedcell 4700001774

distance 0.201

#10 · Dharashivcell 4880001121

distance 0.203 · cross-district

#11 · Beedcell 4700001647

distance 0.203

#12 · Dharashivcell 4880002057

distance 0.206 · cross-district

#13 · Beedcell 4700003078

distance 0.207

#14 · Beedcell 4700004102

distance 0.207

#15 · Sanglicell 4930004395

distance 0.208 · cross-district

#16 · Beedcell 4700003917

distance 0.208

#17 · Sanglicell 4930000653

distance 0.211 · cross-district

#18 · Jalnacell 4790006154

distance 0.213 · 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":4700002594}}}'

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.