Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001367

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

0.92

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 · Gondiacell 4760002694

distance 0.151 · cross-district

#2 · Bhandaracell 4710001416

distance 0.153

#3 · Bhandaracell 4710001807

distance 0.163

#4 · Bhandaracell 4710002799

distance 0.166

#5 · Bhandaracell 4710001560

distance 0.167

#6 · Bhandaracell 4710001309

distance 0.169

#7 · Bhandaracell 4710001745

distance 0.185

#8 · Bhandaracell 4710002386

distance 0.186

#9 · Bhandaracell 4710000992

distance 0.19

#10 · Bhandaracell 4710002546

distance 0.191

#11 · Bhandaracell 4710001763

distance 0.199

#12 · Nagpurcell 4840001817

distance 0.203 · cross-district

#13 · Bhandaracell 4710002331

distance 0.204

#14 · Nagpurcell 4840005255

distance 0.206 · cross-district

#15 · Nagpurcell 4840006143

distance 0.207 · cross-district

#16 · Nagpurcell 4840005239

distance 0.208 · cross-district

#17 · Bhandaracell 4710002828

distance 0.209

#18 · Gondiacell 4760000980

distance 0.21 · 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":4710001367}}}'

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.