Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005162

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002807

distance 0.18

#2 · Chandrapurcell 4730002289

distance 0.216

#3 · Bhandaracell 4710000117

distance 0.22 · cross-district

#4 · Chandrapurcell 4730007120

distance 0.234

#5 · Gadchirolicell 4750010060

distance 0.24 · cross-district

#6 · Chandrapurcell 4730001009

distance 0.245

#7 · Chandrapurcell 4730005051

distance 0.249

#8 · Wardhacell 4980000142

distance 0.259 · cross-district

#9 · Gondiacell 4760000244

distance 0.262 · cross-district

#10 · Gondiacell 4760000240

distance 0.262 · cross-district

#11 · Chandrapurcell 4730004779

distance 0.262

#12 · Yavatmalcell 5000010645

distance 0.263 · cross-district

#13 · Chandrapurcell 4730008924

distance 0.265

#14 · Gadchirolicell 4750010833

distance 0.266 · cross-district

#15 · Beedcell 4700002601

distance 0.27 · cross-district

#16 · Chandrapurcell 4730000757

distance 0.27

#17 · Chandrapurcell 4730007351

distance 0.271

#18 · Nashikcell 4870007386

distance 0.272 · 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":4730005162}}}'

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.