Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008599

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007143

distance 0.124

#2 · Yavatmalcell 5000006634

distance 0.172 · cross-district

#3 · Chandrapurcell 4730007458

distance 0.175

#4 · Chandrapurcell 4730008831

distance 0.177

#5 · Bhandaracell 4710001771

distance 0.182 · cross-district

#6 · Yavatmalcell 5000006492

distance 0.182 · cross-district

#7 · Gadchirolicell 4750009989

distance 0.183 · cross-district

#8 · Chandrapurcell 4730008792

distance 0.184

#9 · Gondiacell 4760001145

distance 0.184 · cross-district

#10 · Chandrapurcell 4730008808

distance 0.187

#11 · Gadchirolicell 4750009743

distance 0.187 · cross-district

#12 · Gondiacell 4760001559

distance 0.189 · cross-district

#13 · Chandrapurcell 4730006000

distance 0.194

#14 · Gadchirolicell 4750009744

distance 0.196 · cross-district

#15 · Chandrapurcell 4730007580

distance 0.198

#16 · Bhandaracell 4710001571

distance 0.198 · cross-district

#17 · Yavatmalcell 5000007271

distance 0.199 · cross-district

#18 · Chandrapurcell 4730007459

distance 0.2

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":4730008599}}}'

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.