Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005785

The MH-36 locality cells most similar to this Chandrapur 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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005570

distance 0.176

#2 · Chandrapurcell 4730005779

distance 0.18

#3 · Chandrapurcell 4730005565

distance 0.185

#4 · Chandrapurcell 4730006466

distance 0.185

#5 · Gadchirolicell 4750009322

distance 0.187 · cross-district

#6 · Chandrapurcell 4730006008

distance 0.194

#7 · Chandrapurcell 4730005364

distance 0.2

#8 · Chandrapurcell 4730005465

distance 0.204

#9 · Chandrapurcell 4730004788

distance 0.207

#10 · Chandrapurcell 4730004493

distance 0.207

#11 · Chandrapurcell 4730005073

distance 0.208

#12 · Gadchirolicell 4750009603

distance 0.21 · cross-district

#13 · Chandrapurcell 4730005070

distance 0.212

#14 · Gadchirolicell 4750009557

distance 0.213 · cross-district

#15 · Gadchirolicell 4750009545

distance 0.213 · cross-district

#16 · Chandrapurcell 4730008499

distance 0.213

#17 · Chandrapurcell 4730006351

distance 0.217

#18 · Chandrapurcell 4730005360

distance 0.218

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":473,"cluster_id":4730005785}}}'

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.