Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003419

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002109

distance 0.122

#2 · Bhandaracell 4710002172

distance 0.145

#3 · Bhandaracell 4710002213

distance 0.157

#4 · Gondiacell 4760004348

distance 0.162 · cross-district

#5 · Bhandaracell 4710001372

distance 0.169

#6 · Bhandaracell 4710002117

distance 0.17

#7 · Wardhacell 4980001752

distance 0.172 · cross-district

#8 · Bhandaracell 4710001452

distance 0.175

#9 · Gondiacell 4760003494

distance 0.181 · cross-district

#10 · Bhandaracell 4710001885

distance 0.183

#11 · Bhandaracell 4710001939

distance 0.184

#12 · Gondiacell 4760004400

distance 0.186 · cross-district

#13 · Bhandaracell 4710001102

distance 0.194

#14 · Nagpurcell 4840000841

distance 0.195 · cross-district

#15 · Bhandaracell 4710001836

distance 0.195

#16 · Gondiacell 4760003631

distance 0.197 · cross-district

#17 · Bhandaracell 4710001553

distance 0.199

#18 · Nagpurcell 4840006387

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":4710003419}}}'

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.