Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007933

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007339

distance 0.195

#2 · Chandrapurcell 4730007115

distance 0.197

#3 · Gondiacell 4760000208

distance 0.214 · cross-district

#4 · Chandrapurcell 4730007338

distance 0.219

#5 · Chandrapurcell 4730008307

distance 0.219

#6 · Nagpurcell 4840000174

distance 0.22 · cross-district

#7 · Chandrapurcell 4730007353

distance 0.221

#8 · Gondiacell 4760000176

distance 0.225 · cross-district

#9 · Yavatmalcell 5000006775

distance 0.227 · cross-district

#10 · Chandrapurcell 4730007006

distance 0.228

#11 · Gadchirolicell 4750010699

distance 0.228 · cross-district

#12 · Gadchirolicell 4750010828

distance 0.251 · cross-district

#13 · Nagpurcell 4840000242

distance 0.253 · cross-district

#14 · Gadchirolicell 4750010898

distance 0.253 · cross-district

#15 · Chandrapurcell 4730006893

distance 0.254

#16 · Chandrapurcell 4730009583

distance 0.255

#17 · Chandrapurcell 4730007112

distance 0.255

#18 · Chandrapurcell 4730006554

distance 0.255

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":4730007933}}}'

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.