Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005673

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007355

distance 0.137

#2 · Chandrapurcell 4730005353

distance 0.167

#3 · Gadchirolicell 4750009367

distance 0.168 · cross-district

#4 · Bhandaracell 4710000607

distance 0.17 · cross-district

#5 · Chandrapurcell 4730006238

distance 0.173

#6 · Gadchirolicell 4750011242

distance 0.179 · cross-district

#7 · Chandrapurcell 4730006005

distance 0.185

#8 · Gadchirolicell 4750011878

distance 0.191 · cross-district

#9 · Chandrapurcell 4730004678

distance 0.194

#10 · Gadchirolicell 4750010841

distance 0.196 · cross-district

#11 · Chandrapurcell 4730005170

distance 0.2

#12 · Chandrapurcell 4730008295

distance 0.201

#13 · Chandrapurcell 4730005782

distance 0.204

#14 · Chandrapurcell 4730005467

distance 0.206

#15 · Bhandaracell 4710000817

distance 0.207 · cross-district

#16 · Chandrapurcell 4730004874

distance 0.209

#17 · Chandrapurcell 4730008355

distance 0.211

#18 · Chandrapurcell 4730007359

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":473,"cluster_id":4730005673}}}'

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.