Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008032

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008461

distance 0.165

#2 · Gadchirolicell 4750010124

distance 0.187 · cross-district

#3 · Chandrapurcell 4730007464

distance 0.217

#4 · Gadchirolicell 4750010499

distance 0.223 · cross-district

#5 · Gadchirolicell 4750010126

distance 0.226 · cross-district

#6 · Gadchirolicell 4750010576

distance 0.237 · cross-district

#7 · Gadchirolicell 4750009926

distance 0.245 · cross-district

#8 · Gadchirolicell 4750010119

distance 0.252 · cross-district

#9 · Gadchirolicell 4750011382

distance 0.252 · cross-district

#10 · Gadchirolicell 4750010244

distance 0.256 · cross-district

#11 · Gadchirolicell 4750010511

distance 0.257 · cross-district

#12 · Chandrapurcell 4730008388

distance 0.266

#13 · Gadchirolicell 4750010377

distance 0.269 · cross-district

#14 · Chandrapurcell 4730007349

distance 0.269

#15 · Gadchirolicell 4750010578

distance 0.27 · cross-district

#16 · Gadchirolicell 4750010303

distance 0.27 · cross-district

#17 · Chandrapurcell 4730008877

distance 0.271

#18 · Chandrapurcell 4730008223

distance 0.273

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":4730008032}}}'

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.