Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000382

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000264

distance 0.108

#2 · Nandedcell 4850000352

distance 0.144

#3 · Beedcell 4700004969

distance 0.151 · cross-district

#4 · Nandedcell 4850002362

distance 0.161

#5 · Beedcell 4700006941

distance 0.162 · cross-district

#6 · Beedcell 4700008598

distance 0.162 · cross-district

#7 · Chandrapurcell 4730001507

distance 0.163 · cross-district

#8 · Nandedcell 4850001502

distance 0.163

#9 · Laturcell 4810001741

distance 0.165 · cross-district

#10 · Nandedcell 4850002201

distance 0.168

#11 · Yavatmalcell 5000010911

distance 0.173 · cross-district

#12 · Chandrapurcell 4730003241

distance 0.176 · cross-district

#13 · Laturcell 4810004140

distance 0.177 · cross-district

#14 · Nandedcell 4850001950

distance 0.177

#15 · Laturcell 4810001253

distance 0.179 · cross-district

#16 · Nandedcell 4850000558

distance 0.182

#17 · Nandedcell 4850000424

distance 0.184

#18 · Beedcell 4700004836

distance 0.185 · 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":485,"cluster_id":4850000382}}}'

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.