Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005752

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006894

distance 0.085

#2 · Chandrapurcell 4730007131

distance 0.112

#3 · Chandrapurcell 4730007247

distance 0.125

#4 · Chandrapurcell 4730007123

distance 0.141

#5 · Chandrapurcell 4730006211

distance 0.142

#6 · Chandrapurcell 4730005541

distance 0.152

#7 · Chandrapurcell 4730007237

distance 0.16

#8 · Gadchirolicell 4750010836

distance 0.172 · cross-district

#9 · Chandrapurcell 4730005536

distance 0.174

#10 · Gadchirolicell 4750010906

distance 0.177 · cross-district

#11 · Chandrapurcell 4730007587

distance 0.179

#12 · Gadchirolicell 4750010771

distance 0.18 · cross-district

#13 · Chandrapurcell 4730006059

distance 0.182

#14 · Chandrapurcell 4730005977

distance 0.183

#15 · Gadchirolicell 4750010837

distance 0.184 · cross-district

#16 · Gadchirolicell 4750010835

distance 0.184 · cross-district

#17 · Chandrapurcell 4730007109

distance 0.186

#18 · Gadchirolicell 4750010709

distance 0.192 · 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":4730005752}}}'

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.