Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008853

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008703

distance 0.042

#2 · Chandrapurcell 4730009208

distance 0.051

#3 · Chandrapurcell 4730009210

distance 0.082

#4 · Chandrapurcell 4730009142

distance 0.083

#5 · Chandrapurcell 4730008854

distance 0.086

#6 · Chandrapurcell 4730008704

distance 0.108

#7 · Chandrapurcell 4730008855

distance 0.118

#8 · Chandrapurcell 4730009311

distance 0.128

#9 · Chandrapurcell 4730009270

distance 0.129

#10 · Chandrapurcell 4730008215

distance 0.141

#11 · Chandrapurcell 4730007932

distance 0.148

#12 · Chandrapurcell 4730007465

distance 0.149

#13 · Chandrapurcell 4730006664

distance 0.151

#14 · Chandrapurcell 4730009507

distance 0.158

#15 · Chandrapurcell 4730007823

distance 0.159

#16 · Chandrapurcell 4730008550

distance 0.165

#17 · Chandrapurcell 4730006552

distance 0.166

#18 · Gadchirolicell 4750011107

distance 0.166 · 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":4730008853}}}'

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.