Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005545

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 4 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 4730005866

distance 0.133

#2 · Chandrapurcell 4730007122

distance 0.152

#3 · Chandrapurcell 4730005865

distance 0.169

#4 · Chandrapurcell 4730006557

distance 0.184

#5 · Gadchirolicell 4750010581

distance 0.218 · cross-district

#6 · Chandrapurcell 4730004873

distance 0.222

#7 · Gadchirolicell 4750010446

distance 0.229 · cross-district

#8 · Chandrapurcell 4730006919

distance 0.237

#9 · Chandrapurcell 4730007228

distance 0.238

#10 · Chandrapurcell 4730006200

distance 0.24

#11 · Yavatmalcell 5000006895

distance 0.243 · cross-district

#12 · Gondiacell 4760000088

distance 0.243 · cross-district

#13 · Chandrapurcell 4730005152

distance 0.245

#14 · Gondiacell 4760000061

distance 0.245 · cross-district

#15 · Chandrapurcell 4730005575

distance 0.251

#16 · Gadchirolicell 4750010197

distance 0.255 · cross-district

#17 · Chandrapurcell 4730007005

distance 0.255

#18 · Chandrapurcell 4730005759

distance 0.258

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":4730005545}}}'

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.