Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007369

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009376

distance 0.192

#2 · Chandrapurcell 4730009184

distance 0.193

#3 · Gadchirolicell 4750009927

distance 0.206 · cross-district

#4 · Gadchirolicell 4750010252

distance 0.212 · cross-district

#5 · Chandrapurcell 4730009226

distance 0.216

#6 · Chandrapurcell 4730008562

distance 0.22

#7 · Nagpurcell 4840005112

distance 0.221 · cross-district

#8 · Gadchirolicell 4750010184

distance 0.224 · cross-district

#9 · Chandrapurcell 4730009372

distance 0.226

#10 · Yavatmalcell 5000007428

distance 0.229 · cross-district

#11 · Chandrapurcell 4730008239

distance 0.231

#12 · Gadchirolicell 4750009736

distance 0.232 · cross-district

#13 · Chandrapurcell 4730007579

distance 0.233

#14 · Bhandaracell 4710001371

distance 0.236 · cross-district

#15 · Bhandaracell 4710001434

distance 0.236 · cross-district

#16 · Chandrapurcell 4730009095

distance 0.24

#17 · Gondiacell 4760000926

distance 0.24 · cross-district

#18 · Gadchirolicell 4750010248

distance 0.24 · 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":4730007369}}}'

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.