Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001653

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003956

distance 0.187 · cross-district

#2 · Bhandaracell 4710002774

distance 0.187

#3 · Nagpurcell 4840001644

distance 0.188 · cross-district

#4 · Bhandaracell 4710002749

distance 0.192

#5 · Bhandaracell 4710002233

distance 0.194

#6 · Bhandaracell 4710002069

distance 0.197

#7 · Nagpurcell 4840004319

distance 0.199 · cross-district

#8 · Nagpurcell 4840002097

distance 0.204 · cross-district

#9 · Gondiacell 4760002778

distance 0.205 · cross-district

#10 · Bhandaracell 4710001745

distance 0.205

#11 · Bhandaracell 4710002798

distance 0.207

#12 · Bhandaracell 4710002605

distance 0.208

#13 · Bhandaracell 4710001218

distance 0.209

#14 · Bhandaracell 4710002776

distance 0.21

#15 · Bhandaracell 4710001896

distance 0.211

#16 · Nagpurcell 4840005382

distance 0.213 · cross-district

#17 · Wardhacell 4980002519

distance 0.214 · cross-district

#18 · Bhandaracell 4710000822

distance 0.214

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":4710001653}}}'

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.