Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001221

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000949

distance 0.073

#2 · Bhandaracell 4710001220

distance 0.093

#3 · Bhandaracell 4710001110

distance 0.123

#4 · Bhandaracell 4710000950

distance 0.134

#5 · Bhandaracell 4710001178

distance 0.135

#6 · Bhandaracell 4710001223

distance 0.14

#7 · Gondiacell 4760000466

distance 0.141 · cross-district

#8 · Bhandaracell 4710001222

distance 0.142

#9 · Gondiacell 4760000510

distance 0.146 · cross-district

#10 · Gondiacell 4760000511

distance 0.15 · cross-district

#11 · Bhandaracell 4710001270

distance 0.154

#12 · Nagpurcell 4840007552

distance 0.163 · cross-district

#13 · Bhandaracell 4710001266

distance 0.169

#14 · Bhandaracell 4710003258

distance 0.176

#15 · Bhandaracell 4710003211

distance 0.179

#16 · Bhandaracell 4710003212

distance 0.18

#17 · Gadchirolicell 4750012268

distance 0.181 · cross-district

#18 · Nagpurcell 4840003138

distance 0.185 · 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":4710001221}}}'

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.