Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002821

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002735

distance 0.155

#2 · Bhandaracell 4710001467

distance 0.169

#3 · Bhandaracell 4710002851

distance 0.172

#4 · Nagpurcell 4840006388

distance 0.174 · cross-district

#5 · Bhandaracell 4710002714

distance 0.179

#6 · Bhandaracell 4710001514

distance 0.185

#7 · Bhandaracell 4710001513

distance 0.187

#8 · Bhandaracell 4710002792

distance 0.188

#9 · Nagpurcell 4840005258

distance 0.19 · cross-district

#10 · Bhandaracell 4710001560

distance 0.194

#11 · Bhandaracell 4710001469

distance 0.2

#12 · Bhandaracell 4710002711

distance 0.201

#13 · Bhandaracell 4710002686

distance 0.211

#14 · Bhandaracell 4710001416

distance 0.212

#15 · Bhandaracell 4710002054

distance 0.215

#16 · Bhandaracell 4710002940

distance 0.215

#17 · Gondiacell 4760001037

distance 0.219 · cross-district

#18 · Bhandaracell 4710002708

distance 0.219

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":4710002821}}}'

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.