Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001444

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001562

distance 0.189

#2 · Bhandaracell 4710001499

distance 0.193

#3 · Bhandaracell 4710001369

distance 0.194

#4 · Bhandaracell 4710001417

distance 0.197

#5 · Gondiacell 4760003366

distance 0.199 · cross-district

#6 · Bhandaracell 4710000954

distance 0.205

#7 · Bhandaracell 4710001550

distance 0.206

#8 · Bhandaracell 4710001020

distance 0.207

#9 · Bhandaracell 4710002399

distance 0.208

#10 · Bhandaracell 4710000878

distance 0.208

#11 · Nagpurcell 4840002204

distance 0.208 · cross-district

#12 · Bhandaracell 4710001597

distance 0.209

#13 · Bhandaracell 4710001445

distance 0.211

#14 · Bhandaracell 4710001084

distance 0.212

#15 · Bhandaracell 4710001114

distance 0.212

#16 · Bhandaracell 4710001510

distance 0.214

#17 · Bhandaracell 4710001857

distance 0.215

#18 · Gondiacell 4760003198

distance 0.215 · 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":4710001444}}}'

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.