Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001989

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001818

distance 0.143

#2 · Bhandaracell 4710001933

distance 0.165

#3 · Bhandaracell 4710001762

distance 0.175

#4 · Bhandaracell 4710001825

distance 0.181

#5 · Bhandaracell 4710002749

distance 0.193

#6 · Nagpurcell 4840006627

distance 0.195 · cross-district

#7 · Bhandaracell 4710002307

distance 0.198

#8 · Nagpurcell 4840007832

distance 0.2 · cross-district

#9 · Bhandaracell 4710001113

distance 0.204

#10 · Nagpurcell 4840004196

distance 0.212 · cross-district

#11 · Bhandaracell 4710002774

distance 0.214

#12 · Bhandaracell 4710001117

distance 0.218

#13 · Bhandaracell 4710001879

distance 0.221

#14 · Bhandaracell 4710001653

distance 0.221

#15 · Bhandaracell 4710001183

distance 0.221

#16 · Bhandaracell 4710000878

distance 0.222

#17 · Nagpurcell 4840006143

distance 0.222 · cross-district

#18 · Gondiacell 4760000929

distance 0.222 · 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":4710001989}}}'

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.