Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001554

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002895

distance 0.204

#2 · Gondiacell 4760004179

distance 0.229 · cross-district

#3 · Bhandaracell 4710001085

distance 0.241

#4 · Gondiacell 4760003351

distance 0.243 · cross-district

#5 · Wardhacell 4980002739

distance 0.246 · cross-district

#6 · Bhandaracell 4710001855

distance 0.246

#7 · Gondiacell 4760004184

distance 0.251 · cross-district

#8 · Bhandaracell 4710001600

distance 0.252

#9 · Nagpurcell 4840003708

distance 0.259 · cross-district

#10 · Bhandaracell 4710001463

distance 0.265

#11 · Bhandaracell 4710000082

distance 0.265

#12 · Nagpurcell 4840004319

distance 0.266 · cross-district

#13 · Gondiacell 4760003342

distance 0.27 · cross-district

#14 · Bhandaracell 4710001961

distance 0.271

#15 · Nagpurcell 4840004510

distance 0.273 · cross-district

#16 · Gondiacell 4760003352

distance 0.273 · cross-district

#17 · Nagpurcell 4840001102

distance 0.274 · cross-district

#18 · Bhandaracell 4710001588

distance 0.28

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":4710001554}}}'

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.