Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006345

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007236

distance 0.171

#2 · Chandrapurcell 4730005454

distance 0.205

#3 · Chandrapurcell 4730006905

distance 0.214

#4 · Gadchirolicell 4750011044

distance 0.22 · cross-district

#5 · Chandrapurcell 4730006542

distance 0.223

#6 · Gadchirolicell 4750010313

distance 0.23 · cross-district

#7 · Gadchirolicell 4750009990

distance 0.234 · cross-district

#8 · Chandrapurcell 4730008653

distance 0.235

#9 · Chandrapurcell 4730006890

distance 0.235

#10 · Gondiacell 4760000385

distance 0.235 · cross-district

#11 · Yavatmalcell 5000006889

distance 0.237 · cross-district

#12 · Gadchirolicell 4750010190

distance 0.24 · cross-district

#13 · Chandrapurcell 4730006114

distance 0.242

#14 · Gadchirolicell 4750010978

distance 0.244 · cross-district

#15 · Chandrapurcell 4730005563

distance 0.248

#16 · Gondiacell 4760000310

distance 0.248 · cross-district

#17 · Chandrapurcell 4730009380

distance 0.249

#18 · Gadchirolicell 4750010379

distance 0.25 · 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":473,"cluster_id":4730006345}}}'

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.