Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001232

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001154

distance 0.072

#2 · Bhandaracell 4710001156

distance 0.108

#3 · Bhandaracell 4710001153

distance 0.136

#4 · Gondiacell 4760003945

distance 0.149 · cross-district

#5 · Bhandaracell 4710001662

distance 0.151

#6 · Bhandaracell 4710001150

distance 0.158

#7 · Nagpurcell 4840005512

distance 0.166 · cross-district

#8 · Wardhacell 4980002118

distance 0.169 · cross-district

#9 · Gondiacell 4760001524

distance 0.169 · cross-district

#10 · Nagpurcell 4840000776

distance 0.172 · cross-district

#11 · Gondiacell 4760003283

distance 0.173 · cross-district

#12 · Nagpurcell 4840001166

distance 0.175 · cross-district

#13 · Bhandaracell 4710000880

distance 0.175

#14 · Nagpurcell 4840000653

distance 0.175 · cross-district

#15 · Chandrapurcell 4730009194

distance 0.177 · cross-district

#16 · Bhandaracell 4710001477

distance 0.182

#17 · Gondiacell 4760002949

distance 0.182 · cross-district

#18 · Bhandaracell 4710001565

distance 0.183

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":4710001232}}}'

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.