Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001479

The MH-36 locality cells most similar to this Bhandara 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

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000810

distance 0.223 · cross-district

#2 · Bhandaracell 4710001478

distance 0.227

#3 · Nagpurcell 4840002758

distance 0.238 · cross-district

#4 · Bhandaracell 4710001124

distance 0.251

#5 · Chandrapurcell 4730008125

distance 0.253 · cross-district

#6 · Gondiacell 4760002149

distance 0.254 · cross-district

#7 · Bhandaracell 4710002283

distance 0.257

#8 · Bhandaracell 4710002638

distance 0.262

#9 · Bhandaracell 4710001482

distance 0.262

#10 · Bhandaracell 4710001381

distance 0.266

#11 · Bhandaracell 4710001580

distance 0.269

#12 · Chandrapurcell 4730008583

distance 0.272 · cross-district

#13 · Gondiacell 4760000859

distance 0.272 · cross-district

#14 · Bhandaracell 4710001277

distance 0.279

#15 · Gondiacell 4760003837

distance 0.283 · cross-district

#16 · Chandrapurcell 4730009322

distance 0.287 · cross-district

#17 · Chandrapurcell 4730007907

distance 0.289 · cross-district

#18 · Bhandaracell 4710003111

distance 0.291

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":471,"cluster_id":4710001479}}}'

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.