Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005544

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005646

distance 0.133

#2 · Chandrapurcell 4730007122

distance 0.138

#3 · Chandrapurcell 4730007118

distance 0.177

#4 · Gadchirolicell 4750010780

distance 0.184 · cross-district

#5 · Chandrapurcell 4730006668

distance 0.185

#6 · Chandrapurcell 4730006778

distance 0.188

#7 · Chandrapurcell 4730006888

distance 0.194

#8 · Chandrapurcell 4730006777

distance 0.195

#9 · Chandrapurcell 4730006659

distance 0.195

#10 · Chandrapurcell 4730006557

distance 0.195

#11 · Chandrapurcell 4730006776

distance 0.197

#12 · Chandrapurcell 4730007468

distance 0.198

#13 · Chandrapurcell 4730006552

distance 0.199

#14 · Chandrapurcell 4730006207

distance 0.205

#15 · Chandrapurcell 4730007005

distance 0.208

#16 · Gadchirolicell 4750010197

distance 0.208 · cross-district

#17 · Chandrapurcell 4730006437

distance 0.209

#18 · Chandrapurcell 4730007237

distance 0.211

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":4730005544}}}'

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.