Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005665

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006660

distance 0.195

#2 · Gadchirolicell 4750011718

distance 0.221 · cross-district

#3 · Chandrapurcell 4730007104

distance 0.23

#4 · Gadchirolicell 4750011720

distance 0.247 · cross-district

#5 · Chandrapurcell 4730006551

distance 0.265

#6 · Gadchirolicell 4750010369

distance 0.277 · cross-district

#7 · Gadchirolicell 4750011374

distance 0.282 · cross-district

#8 · Chandrapurcell 4730006339

distance 0.283

#9 · Gadchirolicell 4750010902

distance 0.283 · cross-district

#10 · Gadchirolicell 4750011719

distance 0.283 · cross-district

#11 · Nashikcell 4870007678

distance 0.287 · cross-district

#12 · Gadchirolicell 4750011521

distance 0.287 · cross-district

#13 · Gadchirolicell 4750011655

distance 0.287 · cross-district

#14 · Gadchirolicell 4750010251

distance 0.289 · cross-district

#15 · Chandrapurcell 4730005747

distance 0.289

#16 · Chandrapurcell 4730005881

distance 0.299

#17 · Chandrapurcell 4730007821

distance 0.303

#18 · Gondiacell 4760000208

distance 0.311 · 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":4730005665}}}'

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.