Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001377

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001091

distance 0.153 · cross-district

#2 · Gondiacell 4760002622

distance 0.168 · cross-district

#3 · Chandrapurcell 4730007916

distance 0.179 · cross-district

#4 · Gondiacell 4760002702

distance 0.185 · cross-district

#5 · Bhandaracell 4710003257

distance 0.186

#6 · Bhandaracell 4710001493

distance 0.187

#7 · Gondiacell 4760001092

distance 0.188 · cross-district

#8 · Nagpurcell 4840001031

distance 0.189 · cross-district

#9 · Gondiacell 4760004094

distance 0.194 · cross-district

#10 · Bhandaracell 4710002032

distance 0.197

#11 · Gondiacell 4760001862

distance 0.205 · cross-district

#12 · Bhandaracell 4710001425

distance 0.209

#13 · Bhandaracell 4710001378

distance 0.216

#14 · Chandrapurcell 4730008436

distance 0.218 · cross-district

#15 · Nagpurcell 4840001396

distance 0.222 · cross-district

#16 · Gondiacell 4760003903

distance 0.222 · cross-district

#17 · Chandrapurcell 4730009260

distance 0.223 · cross-district

#18 · Bhandaracell 4710001296

distance 0.227

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":4710001377}}}'

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.