Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003039

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003201

distance 0.122

#2 · Beedcell 4700003034

distance 0.14

#3 · Beedcell 4700003031

distance 0.146

#4 · Beedcell 4700003032

distance 0.157

#5 · Beedcell 4700005251

distance 0.169

#6 · Beedcell 4700003040

distance 0.181

#7 · Beedcell 4700005249

distance 0.189

#8 · Sanglicell 4930003788

distance 0.193 · cross-district

#9 · Beedcell 4700003904

distance 0.195

#10 · Ahmednagarcell 4660001964

distance 0.204 · cross-district

#11 · Ahmednagarcell 4660004033

distance 0.205 · cross-district

#12 · Beedcell 4700003907

distance 0.215

#13 · Ahmednagarcell 4660005179

distance 0.219 · cross-district

#14 · Solapurcell 4960000089

distance 0.22 · cross-district

#15 · Beedcell 4700005070

distance 0.22

#16 · Beedcell 4700003026

distance 0.221

#17 · Beedcell 4700003395

distance 0.222

#18 · Beedcell 4700003208

distance 0.223

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":4700003039}}}'

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.