Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003887

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004580

distance 0.141

#2 · Beedcell 4700003892

distance 0.159

#3 · Beedcell 4700005252

distance 0.176

#4 · Beedcell 4700004237

distance 0.178

#5 · Beedcell 4700004752

distance 0.188

#6 · Beedcell 4700003902

distance 0.191

#7 · Beedcell 4700003715

distance 0.193

#8 · Ahmednagarcell 4660003739

distance 0.206 · cross-district

#9 · Beedcell 4700004561

distance 0.209

#10 · Ahmednagarcell 4660004176

distance 0.209 · cross-district

#11 · Beedcell 4700005090

distance 0.212

#12 · Solapurcell 4960000050

distance 0.213 · cross-district

#13 · Beedcell 4700004235

distance 0.213

#14 · Ahmednagarcell 4660007319

distance 0.213 · cross-district

#15 · Beedcell 4700003555

distance 0.214

#16 · Beedcell 4700004759

distance 0.214

#17 · Beedcell 4700003897

distance 0.216

#18 · Beedcell 4700005397

distance 0.216

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":4700003887}}}'

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.