Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007477

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004233

distance 0.311 · cross-district

#2 · Chandrapurcell 4730008755

distance 0.314

#3 · Bhandaracell 4710000603

distance 0.335 · cross-district

#4 · Chandrapurcell 4730006690

distance 0.348

#5 · Gondiacell 4760000468

distance 0.359 · cross-district

#6 · Chandrapurcell 4730008901

distance 0.365

#7 · Bhandaracell 4710001423

distance 0.368 · cross-district

#8 · Chandrapurcell 4730009318

distance 0.369

#9 · Chandrapurcell 4730005878

distance 0.374

#10 · Gondiacell 4760001193

distance 0.38 · cross-district

#11 · Bhandaracell 4710003426

distance 0.382 · cross-district

#12 · Bhandaracell 4710000891

distance 0.39 · cross-district

#13 · Bhandaracell 4710003468

distance 0.396 · cross-district

#14 · Gadchirolicell 4750011178

distance 0.402 · cross-district

#15 · Bhandaracell 4710001202

distance 0.403 · cross-district

#16 · Chandrapurcell 4730007354

distance 0.406

#17 · Bhandaracell 4710001829

distance 0.409 · cross-district

#18 · Chandrapurcell 4730007035

distance 0.411

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":4730007477}}}'

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.