Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005784

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 4730005783

distance 0.133

#2 · Chandrapurcell 4730003790

distance 0.179

#3 · Gadchirolicell 4750008797

distance 0.179 · cross-district

#4 · Chandrapurcell 4730007460

distance 0.181

#5 · Gadchirolicell 4750009146

distance 0.182 · cross-district

#6 · Gadchirolicell 4750009547

distance 0.186 · cross-district

#7 · Chandrapurcell 4730008731

distance 0.186

#8 · Chandrapurcell 4730004977

distance 0.189

#9 · Chandrapurcell 4730009372

distance 0.191

#10 · Gadchirolicell 4750009149

distance 0.194 · cross-district

#11 · Chandrapurcell 4730009193

distance 0.2

#12 · Gadchirolicell 4750010313

distance 0.2 · cross-district

#13 · Gadchirolicell 4750010252

distance 0.201 · cross-district

#14 · Chandrapurcell 4730008211

distance 0.202

#15 · Gadchirolicell 4750009953

distance 0.204 · cross-district

#16 · Gadchirolicell 4750009370

distance 0.206 · cross-district

#17 · Gadchirolicell 4750008926

distance 0.206 · cross-district

#18 · Gadchirolicell 4750008908

distance 0.206 · 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":4730005784}}}'

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.