Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007115

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004207

distance 0.161

#2 · Chandrapurcell 4730004901

distance 0.179

#3 · Chandrapurcell 4730008193

distance 0.185

#4 · Yavatmalcell 5000005219

distance 0.188 · cross-district

#5 · Gadchirolicell 4750010178

distance 0.19 · cross-district

#6 · Gondiacell 4760000366

distance 0.191 · cross-district

#7 · Chandrapurcell 4730004374

distance 0.194

#8 · Buldhanacell 4720007242

distance 0.196 · cross-district

#9 · Chandrapurcell 4730007933

distance 0.197

#10 · Chandrapurcell 4730003008

distance 0.197

#11 · Chandrapurcell 4730008307

distance 0.202

#12 · Gondiacell 4760000016

distance 0.202 · cross-district

#13 · Chandrapurcell 4730007339

distance 0.203

#14 · Gadchirolicell 4750007731

distance 0.204 · cross-district

#15 · Buldhanacell 4720001675

distance 0.204 · cross-district

#16 · Chandrapurcell 4730007112

distance 0.207

#17 · Chandrapurcell 4730005389

distance 0.207

#18 · Gadchirolicell 4750011373

distance 0.208 · 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":4730007115}}}'

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.