Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000521

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000609

distance 0.117

#2 · Bhandaracell 4710000688

distance 0.171

#3 · Chandrapurcell 4730007355

distance 0.181 · cross-district

#4 · Gondiacell 4760000165

distance 0.186 · cross-district

#5 · Nagpurcell 4840000032

distance 0.193 · cross-district

#6 · Bhandaracell 4710000607

distance 0.197

#7 · Chandrapurcell 4730005353

distance 0.198 · cross-district

#8 · Chandrapurcell 4730006872

distance 0.207 · cross-district

#9 · Chandrapurcell 4730009355

distance 0.207 · cross-district

#10 · Bhandaracell 4710000296

distance 0.208

#11 · Gadchirolicell 4750011242

distance 0.212 · cross-district

#12 · Bhandaracell 4710000817

distance 0.213

#13 · Gadchirolicell 4750011878

distance 0.214 · cross-district

#14 · Bhandaracell 4710000741

distance 0.222

#15 · Bhandaracell 4710000654

distance 0.228

#16 · Gondiacell 4760001097

distance 0.23 · cross-district

#17 · Bhandaracell 4710001197

distance 0.232

#18 · Bhandaracell 4710000930

distance 0.232

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":4710000521}}}'

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.