Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001161

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001251

distance 0.217

#2 · Bhandaracell 4710001345

distance 0.219

#3 · Bhandaracell 4710001242

distance 0.227

#4 · Bhandaracell 4710001129

distance 0.235

#5 · Bhandaracell 4710001128

distance 0.248

#6 · Bhandaracell 4710000811

distance 0.25

#7 · Chandrapurcell 4730003574

distance 0.259 · cross-district

#8 · Bhandaracell 4710001286

distance 0.264

#9 · Chandrapurcell 4730006233

distance 0.268 · cross-district

#10 · Bhandaracell 4710000772

distance 0.27

#11 · Bhandaracell 4710001241

distance 0.271

#12 · Chandrapurcell 4730008041

distance 0.272 · cross-district

#13 · Gondiacell 4760000072

distance 0.276 · cross-district

#14 · Wardhacell 4980002265

distance 0.283 · cross-district

#15 · Bhandaracell 4710001285

distance 0.283

#16 · Gadchirolicell 4750010516

distance 0.285 · cross-district

#17 · Bhandaracell 4710001244

distance 0.286

#18 · Bhandaracell 4710001488

distance 0.293

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":4710001161}}}'

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.