Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003151

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003588

distance 0.24

#2 · Bhandaracell 4710003491

distance 0.253

#3 · Bhandaracell 4710003105

distance 0.257

#4 · Nagpurcell 4840003712

distance 0.261 · cross-district

#5 · Nagpurcell 4840004311

distance 0.261 · cross-district

#6 · Bhandaracell 4710003415

distance 0.264

#7 · Bhandaracell 4710003109

distance 0.264

#8 · Bhandaracell 4710003602

distance 0.272

#9 · Bhandaracell 4710001559

distance 0.279

#10 · Bhandaracell 4710001085

distance 0.281

#11 · Bhandaracell 4710002922

distance 0.284

#12 · Bhandaracell 4710002870

distance 0.285

#13 · Nagpurcell 4840003708

distance 0.285 · cross-district

#14 · Bhandaracell 4710001185

distance 0.292

#15 · Bhandaracell 4710003625

distance 0.293

#16 · Bhandaracell 4710003284

distance 0.294

#17 · Bhandaracell 4710001117

distance 0.3

#18 · Bhandaracell 4710002895

distance 0.305

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":4710003151}}}'

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.