Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003333

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001184

distance 0.165

#2 · Bhandaracell 4710001324

distance 0.178

#3 · Bhandaracell 4710001147

distance 0.179

#4 · Bhandaracell 4710001117

distance 0.182

#5 · Bhandaracell 4710003379

distance 0.185

#6 · Bhandaracell 4710001415

distance 0.191

#7 · Gondiacell 4760002971

distance 0.195 · cross-district

#8 · Gondiacell 4760004184

distance 0.2 · cross-district

#9 · Wardhacell 4980001764

distance 0.204 · cross-district

#10 · Gondiacell 4760004143

distance 0.205 · cross-district

#11 · Bhandaracell 4710001273

distance 0.205

#12 · Bhandaracell 4710001113

distance 0.207

#13 · Bhandaracell 4710001087

distance 0.209

#14 · Bhandaracell 4710001812

distance 0.211

#15 · Bhandaracell 4710000920

distance 0.212

#16 · Gondiacell 4760004134

distance 0.214 · cross-district

#17 · Gondiacell 4760003275

distance 0.215 · cross-district

#18 · Nagpurcell 4840001736

distance 0.217 · 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":4710003333}}}'

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.