Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007902

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003285

distance 0.188

#2 · Chandrapurcell 4730008835

distance 0.215

#3 · Chandrapurcell 4730008577

distance 0.222

#4 · Gadchirolicell 4750008165

distance 0.224 · cross-district

#5 · Chandrapurcell 4730007689

distance 0.226

#6 · Gadchirolicell 4750008453

distance 0.243 · cross-district

#7 · Chandrapurcell 4730004591

distance 0.245

#8 · Chandrapurcell 4730009661

distance 0.259

#9 · Gadchirolicell 4750009937

distance 0.266 · cross-district

#10 · Chandrapurcell 4730009160

distance 0.267

#11 · Wardhacell 4980000214

distance 0.268 · cross-district

#12 · Chandrapurcell 4730004884

distance 0.268

#13 · Chandrapurcell 4730008277

distance 0.268

#14 · Chandrapurcell 4730003430

distance 0.269

#15 · Chandrapurcell 4730008475

distance 0.272

#16 · Chandrapurcell 4730003440

distance 0.273

#17 · Chandrapurcell 4730003744

distance 0.274

#18 · Chandrapurcell 4730008375

distance 0.276

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":4730007902}}}'

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.