Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000744

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001165

distance 0.152

#2 · Nagpurcell 4840000677

distance 0.153 · cross-district

#3 · Chandrapurcell 4730008109

distance 0.16 · cross-district

#4 · Bhandaracell 4710001247

distance 0.168

#5 · Bhandaracell 4710000347

distance 0.171

#6 · Bhandaracell 4710000999

distance 0.173

#7 · Bhandaracell 4710001292

distance 0.176

#8 · Bhandaracell 4710001203

distance 0.181

#9 · Chandrapurcell 4730007469

distance 0.183 · cross-district

#10 · Chandrapurcell 4730003815

distance 0.187 · cross-district

#11 · Chandrapurcell 4730008372

distance 0.191 · cross-district

#12 · Chandrapurcell 4730008111

distance 0.192 · cross-district

#13 · Gondiacell 4760000686

distance 0.194 · cross-district

#14 · Gondiacell 4760001195

distance 0.195 · cross-district

#15 · Chandrapurcell 4730007583

distance 0.195 · cross-district

#16 · Bhandaracell 4710000346

distance 0.195

#17 · Chandrapurcell 4730007694

distance 0.197 · cross-district

#18 · Chandrapurcell 4730008411

distance 0.197 · 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":4710000744}}}'

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.