Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000656

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001011

distance 0.151 · cross-district

#2 · Nagpurcell 4840005880

distance 0.177 · cross-district

#3 · Chandrapurcell 4730009191

distance 0.18 · cross-district

#4 · Chandrapurcell 4730009123

distance 0.184 · cross-district

#5 · Bhandaracell 4710001419

distance 0.188

#6 · Nagpurcell 4840005484

distance 0.189 · cross-district

#7 · Wardhacell 4980001537

distance 0.19 · cross-district

#8 · Nagpurcell 4840001004

distance 0.193 · cross-district

#9 · Nagpurcell 4840006137

distance 0.194 · cross-district

#10 · Chandrapurcell 4730008284

distance 0.195 · cross-district

#11 · Bhandaracell 4710001610

distance 0.197

#12 · Bhandaracell 4710001560

distance 0.198

#13 · Wardhacell 4980001815

distance 0.202 · cross-district

#14 · Nagpurcell 4840005228

distance 0.203 · cross-district

#15 · Bhandaracell 4710001371

distance 0.205

#16 · Chandrapurcell 4730005383

distance 0.209 · cross-district

#17 · Chandrapurcell 4730007069

distance 0.209 · cross-district

#18 · Bhandaracell 4710001621

distance 0.209

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":4710000656}}}'

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.