Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001262

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002174

distance 0.161

#2 · Nagpurcell 4840002114

distance 0.189 · cross-district

#3 · Bhandaracell 4710002281

distance 0.197

#4 · Bhandaracell 4710001146

distance 0.208

#5 · Bhandaracell 4710002545

distance 0.22

#6 · Nagpurcell 4840007041

distance 0.22 · cross-district

#7 · Nagpurcell 4840003419

distance 0.23 · cross-district

#8 · Nagpurcell 4840003420

distance 0.232 · cross-district

#9 · Nagpurcell 4840001833

distance 0.235 · cross-district

#10 · Nagpurcell 4840006152

distance 0.236 · cross-district

#11 · Nagpurcell 4840003510

distance 0.236 · cross-district

#12 · Gondiacell 4760000924

distance 0.239 · cross-district

#13 · Nagpurcell 4840003326

distance 0.246 · cross-district

#14 · Bhandaracell 4710001925

distance 0.247

#15 · Bhandaracell 4710001135

distance 0.25

#16 · Bhandaracell 4710001080

distance 0.26

#17 · Bhandaracell 4710000883

distance 0.26

#18 · Gondiacell 4760003268

distance 0.262 · 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":4710001262}}}'

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.