Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004040

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004033

distance 0.145

#2 · Ahmednagarcell 4660005077

distance 0.145 · cross-district

#3 · Beedcell 4700005667

distance 0.152

#4 · Ahmednagarcell 4660005078

distance 0.163 · cross-district

#5 · Beedcell 4700005519

distance 0.167

#6 · Ahmednagarcell 4660005075

distance 0.174 · cross-district

#7 · Beedcell 4700002315

distance 0.183

#8 · Beedcell 4700006639

distance 0.188

#9 · Beedcell 4700003711

distance 0.189

#10 · Beedcell 4700003542

distance 0.19

#11 · Beedcell 4700003537

distance 0.195

#12 · Beedcell 4700004567

distance 0.197

#13 · Beedcell 4700004402

distance 0.199

#14 · Beedcell 4700003703

distance 0.199

#15 · Beedcell 4700005399

distance 0.2

#16 · Solapurcell 4960012513

distance 0.204 · cross-district

#17 · Beedcell 4700003696

distance 0.205

#18 · Beedcell 4700006660

distance 0.209

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":4700004040}}}'

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.