Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000764

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000723

distance 0.078

#2 · Bhandaracell 4710000724

distance 0.105

#3 · Bhandaracell 4710000803

distance 0.106

#4 · Bhandaracell 4710000802

distance 0.132

#5 · Bhandaracell 4710000148

distance 0.14

#6 · Bhandaracell 4710000147

distance 0.153

#7 · Bhandaracell 4710000464

distance 0.155

#8 · Bhandaracell 4710000282

distance 0.162

#9 · Bhandaracell 4710000419

distance 0.163

#10 · Bhandaracell 4710000680

distance 0.177

#11 · Chandrapurcell 4730009694

distance 0.185 · cross-district

#12 · Bhandaracell 4710000507

distance 0.187

#13 · Bhandaracell 4710000804

distance 0.188

#14 · Bhandaracell 4710000239

distance 0.206

#15 · Bhandaracell 4710000283

distance 0.215

#16 · Bhandaracell 4710000191

distance 0.217

#17 · Chandrapurcell 4730006881

distance 0.234 · cross-district

#18 · Chandrapurcell 4730006882

distance 0.236 · 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":4710000764}}}'

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.