Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005683

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007824

distance 0.183 · cross-district

#2 · Yavatmalcell 5000007035

distance 0.196 · cross-district

#3 · Chandrapurcell 4730005987

distance 0.204

#4 · Nagpurcell 4840005985

distance 0.206 · cross-district

#5 · Chandrapurcell 4730009201

distance 0.209

#6 · Chandrapurcell 4730007006

distance 0.21

#7 · Chandrapurcell 4730005692

distance 0.214

#8 · Yavatmalcell 5000006777

distance 0.215 · cross-district

#9 · Nagpurcell 4840002830

distance 0.216 · cross-district

#10 · Gadchirolicell 4750010258

distance 0.217 · cross-district

#11 · Yavatmalcell 5000007826

distance 0.217 · cross-district

#12 · Yavatmalcell 5000005789

distance 0.219 · cross-district

#13 · Bhandaracell 4710001877

distance 0.22 · cross-district

#14 · Gadchirolicell 4750011812

distance 0.222 · cross-district

#15 · Chandrapurcell 4730006249

distance 0.222

#16 · Chandrapurcell 4730005685

distance 0.223

#17 · Chandrapurcell 4730005986

distance 0.226

#18 · Chandrapurcell 4730007234

distance 0.227

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":4730005683}}}'

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.