Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004459

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006788

distance 0.12

#2 · Chandrapurcell 4730005045

distance 0.136

#3 · Chandrapurcell 4730006901

distance 0.147

#4 · Chandrapurcell 4730005988

distance 0.162

#5 · Chandrapurcell 4730001206

distance 0.166

#6 · Chandrapurcell 4730001209

distance 0.178

#7 · Chandrapurcell 4730001024

distance 0.182

#8 · Yavatmalcell 5000007027

distance 0.186 · cross-district

#9 · Chandrapurcell 4730006107

distance 0.191

#10 · Chandrapurcell 4730006789

distance 0.193

#11 · Gadchirolicell 4750005483

distance 0.193 · cross-district

#12 · Chandrapurcell 4730001208

distance 0.195

#13 · Yavatmalcell 5000007026

distance 0.196 · cross-district

#14 · Yavatmalcell 5000007551

distance 0.196 · cross-district

#15 · Yavatmalcell 5000006631

distance 0.199 · cross-district

#16 · Yavatmalcell 5000006767

distance 0.2 · cross-district

#17 · Gadchirolicell 4750005573

distance 0.201 · cross-district

#18 · Chandrapurcell 4730005239

distance 0.203

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":4730004459}}}'

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.