Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002653

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001513

distance 0.158

#2 · Gondiacell 4760003272

distance 0.162 · cross-district

#3 · Bhandaracell 4710001258

distance 0.168

#4 · Bhandaracell 4710001514

distance 0.168

#5 · Bhandaracell 4710001467

distance 0.176

#6 · Gondiacell 4760003190

distance 0.176 · cross-district

#7 · Nagpurcell 4840001646

distance 0.181 · cross-district

#8 · Bhandaracell 4710002516

distance 0.185

#9 · Bhandaracell 4710002335

distance 0.189

#10 · Bhandaracell 4710001368

distance 0.193

#11 · Bhandaracell 4710001701

distance 0.193

#12 · Bhandaracell 4710002575

distance 0.193

#13 · Nagpurcell 4840005639

distance 0.195 · cross-district

#14 · Nagpurcell 4840001812

distance 0.198 · cross-district

#15 · Bhandaracell 4710001808

distance 0.205

#16 · Gondiacell 4760002949

distance 0.206 · cross-district

#17 · Bhandaracell 4710001307

distance 0.211

#18 · Bhandaracell 4710001227

distance 0.213

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":4710002653}}}'

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.