Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002041

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001412

distance 0.153

#2 · Bhandaracell 4710002210

distance 0.169

#3 · Nagpurcell 4840003135

distance 0.178 · cross-district

#4 · Bhandaracell 4710002045

distance 0.179

#5 · Bhandaracell 4710000951

distance 0.184

#6 · Nagpurcell 4840003031

distance 0.184 · cross-district

#7 · Bhandaracell 4710001182

distance 0.186

#8 · Bhandaracell 4710002739

distance 0.187

#9 · Bhandaracell 4710001772

distance 0.188

#10 · Bhandaracell 4710001318

distance 0.189

#11 · Nagpurcell 4840003130

distance 0.19 · cross-district

#12 · Bhandaracell 4710002001

distance 0.19

#13 · Bhandaracell 4710002308

distance 0.199

#14 · Bhandaracell 4710001319

distance 0.2

#15 · Bhandaracell 4710001521

distance 0.202

#16 · Bhandaracell 4710001082

distance 0.205

#17 · Bhandaracell 4710001712

distance 0.208

#18 · Nagpurcell 4840006943

distance 0.208 · 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":4710002041}}}'

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.