Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008112

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009159

distance 0.222 · cross-district

#2 · Chandrapurcell 4730008297

distance 0.232

#3 · Chandrapurcell 4730008452

distance 0.258

#4 · Bhandaracell 4710001200

distance 0.278 · cross-district

#5 · Chandrapurcell 4730008519

distance 0.279

#6 · Gadchirolicell 4750010054

distance 0.281 · cross-district

#7 · Chandrapurcell 4730006672

distance 0.287

#8 · Gadchirolicell 4750010981

distance 0.289 · cross-district

#9 · Wardhacell 4980000319

distance 0.296 · cross-district

#10 · Gadchirolicell 4750009984

distance 0.303 · cross-district

#11 · Chandrapurcell 4730004361

distance 0.307

#12 · Bhandaracell 4710000811

distance 0.311 · cross-district

#13 · Gondiacell 4760001100

distance 0.319 · cross-district

#14 · Gondiacell 4760000098

distance 0.322 · cross-district

#15 · Yavatmalcell 5000007233

distance 0.326 · cross-district

#16 · Bhandaracell 4710001032

distance 0.329 · cross-district

#17 · Chandrapurcell 4730001948

distance 0.331

#18 · Yavatmalcell 5000002686

distance 0.336 · 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":4730008112}}}'

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.