Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003517

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003515

distance 0.164

#2 · Gadchirolicell 4750010577

distance 0.183 · cross-district

#3 · Chandrapurcell 4730000998

distance 0.187

#4 · Gadchirolicell 4750009154

distance 0.193 · cross-district

#5 · Chandrapurcell 4730008287

distance 0.193

#6 · Chandrapurcell 4730005890

distance 0.203

#7 · Gadchirolicell 4750007828

distance 0.205 · cross-district

#8 · Chandrapurcell 4730003939

distance 0.206

#9 · Washimcell 4990004112

distance 0.211 · cross-district

#10 · Gadchirolicell 4750008623

distance 0.215 · cross-district

#11 · Gadchirolicell 4750008230

distance 0.216 · cross-district

#12 · Chandrapurcell 4730003587

distance 0.216

#13 · Chandrapurcell 4730007627

distance 0.222

#14 · Gadchirolicell 4750010248

distance 0.223 · cross-district

#15 · Gadchirolicell 4750007620

distance 0.227 · cross-district

#16 · Chandrapurcell 4730002946

distance 0.228

#17 · Gadchirolicell 4750010382

distance 0.229 · cross-district

#18 · Chandrapurcell 4730008101

distance 0.229

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":4730003517}}}'

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.