Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008608

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008208

distance 0.118

#2 · Chandrapurcell 4730008607

distance 0.125

#3 · Chandrapurcell 4730009258

distance 0.152

#4 · Chandrapurcell 4730008530

distance 0.159

#5 · Chandrapurcell 4730007459

distance 0.163

#6 · Chandrapurcell 4730008524

distance 0.173

#7 · Chandrapurcell 4730008204

distance 0.176

#8 · Chandrapurcell 4730008759

distance 0.177

#9 · Bhandaracell 4710000438

distance 0.182 · cross-district

#10 · Bhandaracell 4710000258

distance 0.183 · cross-district

#11 · Chandrapurcell 4730007880

distance 0.184

#12 · Gadchirolicell 4750009997

distance 0.186 · cross-district

#13 · Gadchirolicell 4750009508

distance 0.189 · cross-district

#14 · Chandrapurcell 4730008446

distance 0.19

#15 · Chandrapurcell 4730007794

distance 0.192

#16 · Chandrapurcell 4730008362

distance 0.192

#17 · Gadchirolicell 4750009738

distance 0.193 · cross-district

#18 · Chandrapurcell 4730007909

distance 0.193

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":4730008608}}}'

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.