Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001576

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001722

distance 0.229

#2 · Bhandaracell 4710001559

distance 0.254

#3 · Bhandaracell 4710001508

distance 0.278

#4 · Gadchirolicell 4750011672

distance 0.285 · cross-district

#5 · Bhandaracell 4710001784

distance 0.291

#6 · Yavatmalcell 5000006512

distance 0.312 · cross-district

#7 · Bhandaracell 4710001787

distance 0.313

#8 · Bhandaracell 4710000422

distance 0.313

#9 · Bhandaracell 4710001783

distance 0.319

#10 · Nagpurcell 4840004426

distance 0.319 · cross-district

#11 · Chandrapurcell 4730006665

distance 0.323 · cross-district

#12 · Gondiacell 4760001045

distance 0.326 · cross-district

#13 · Gondiacell 4760001596

distance 0.327 · cross-district

#14 · Gadchirolicell 4750011723

distance 0.327 · cross-district

#15 · Bhandaracell 4710001188

distance 0.327

#16 · Bhandaracell 4710000870

distance 0.331

#17 · Chandrapurcell 4730006485

distance 0.333 · cross-district

#18 · Gondiacell 4760001142

distance 0.338 · 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":4710001576}}}'

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.