Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003461

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003012

distance 0.148

#2 · Bhandaracell 4710003196

distance 0.151

#3 · Gondiacell 4760003423

distance 0.153 · cross-district

#4 · Bhandaracell 4710003604

distance 0.169

#5 · Bhandaracell 4710003138

distance 0.176

#6 · Bhandaracell 4710001926

distance 0.177

#7 · Bhandaracell 4710003459

distance 0.182

#8 · Bhandaracell 4710003418

distance 0.182

#9 · Bhandaracell 4710001920

distance 0.183

#10 · Bhandaracell 4710002561

distance 0.187

#11 · Bhandaracell 4710003606

distance 0.193

#12 · Bhandaracell 4710003093

distance 0.195

#13 · Bhandaracell 4710003146

distance 0.196

#14 · Bhandaracell 4710002349

distance 0.199

#15 · Bhandaracell 4710001930

distance 0.2

#16 · Bhandaracell 4710003417

distance 0.203

#17 · Gondiacell 4760003549

distance 0.205 · cross-district

#18 · Bhandaracell 4710003139

distance 0.205

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":4710003461}}}'

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.