Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005373

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006017

distance 0.228

#2 · Nagpurcell 4840006497

distance 0.269 · cross-district

#3 · Gadchirolicell 4750010061

distance 0.284 · cross-district

#4 · Yavatmalcell 5000007953

distance 0.287 · cross-district

#5 · Wardhacell 4980000117

distance 0.287 · cross-district

#6 · Chandrapurcell 4730006475

distance 0.292

#7 · Chandrapurcell 4730006363

distance 0.293

#8 · Gadchirolicell 4750010732

distance 0.297 · cross-district

#9 · Gadchirolicell 4750010534

distance 0.306 · cross-district

#10 · Chandrapurcell 4730007467

distance 0.309

#11 · Nagpurcell 4840002273

distance 0.309 · cross-district

#12 · Gadchirolicell 4750011606

distance 0.311 · cross-district

#13 · Yavatmalcell 5000006377

distance 0.311 · cross-district

#14 · Gadchirolicell 4750011592

distance 0.314 · cross-district

#15 · Wardhacell 4980003142

distance 0.314 · cross-district

#16 · Beedcell 4700003294

distance 0.314 · cross-district

#17 · Yavatmalcell 5000010429

distance 0.317 · cross-district

#18 · Bhandaracell 4710002781

distance 0.319 · 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":4730005373}}}'

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.