Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008440

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008185

distance 0.257

#2 · Chandrapurcell 4730007993

distance 0.265

#3 · Chandrapurcell 4730008583

distance 0.272

#4 · Chandrapurcell 4730008352

distance 0.283

#5 · Bhandaracell 4710001716

distance 0.297 · cross-district

#6 · Solapurcell 4960003473

distance 0.301 · cross-district

#7 · Chandrapurcell 4730008006

distance 0.302

#8 · Yavatmalcell 5000010803

distance 0.306 · cross-district

#9 · Gadchirolicell 4750009327

distance 0.313 · cross-district

#10 · Chandrapurcell 4730008101

distance 0.316

#11 · Chandrapurcell 4730007907

distance 0.321

#12 · Buldhanacell 4720002659

distance 0.323 · cross-district

#13 · Chandrapurcell 4730006543

distance 0.33

#14 · Bhandaracell 4710001478

distance 0.33 · cross-district

#15 · Yavatmalcell 5000006085

distance 0.33 · cross-district

#16 · Gadchirolicell 4750008110

distance 0.335 · cross-district

#17 · Chandrapurcell 4730008349

distance 0.343

#18 · Nagpurcell 4840003421

distance 0.346 · 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":4730008440}}}'

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.