Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001689

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003038

distance 0.158 · cross-district

#2 · Nagpurcell 4840001560

distance 0.164 · cross-district

#3 · Nagpurcell 4840002014

distance 0.165 · cross-district

#4 · Bhandaracell 4710001755

distance 0.174

#5 · Bhandaracell 4710001693

distance 0.175

#6 · Nagpurcell 4840001824

distance 0.178 · cross-district

#7 · Gondiacell 4760001976

distance 0.182 · cross-district

#8 · Bhandaracell 4710001185

distance 0.183

#9 · Gondiacell 4760003274

distance 0.185 · cross-district

#10 · Nagpurcell 4840001737

distance 0.185 · cross-district

#11 · Bhandaracell 4710001971

distance 0.187

#12 · Bhandaracell 4710001085

distance 0.188

#13 · Nagpurcell 4840004206

distance 0.19 · cross-district

#14 · Bhandaracell 4710002589

distance 0.193

#15 · Nagpurcell 4840001738

distance 0.194 · cross-district

#16 · Gondiacell 4760000926

distance 0.196 · cross-district

#17 · Gondiacell 4760004232

distance 0.2 · cross-district

#18 · Nagpurcell 4840001904

distance 0.201 · cross-district

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":4710001689}}}'

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.