Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750010459

The MH-36 locality cells most similar to this Gadchiroli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010382

distance 0.232

#2 · Gadchirolicell 4750010184

distance 0.257

#3 · Nandedcell 4850009074

distance 0.262 · cross-district

#4 · Gadchirolicell 4750011048

distance 0.263

#5 · Yavatmalcell 5000005605

distance 0.273 · cross-district

#6 · Gadchirolicell 4750010388

distance 0.276

#7 · Yavatmalcell 5000006785

distance 0.277 · cross-district

#8 · Gadchirolicell 4750009432

distance 0.277

#9 · Gadchirolicell 4750009449

distance 0.279

#10 · Gadchirolicell 4750009680

distance 0.28

#11 · Yavatmalcell 5000008143

distance 0.281 · cross-district

#12 · Gadchirolicell 4750010322

distance 0.282

#13 · Nagpurcell 4840004400

distance 0.283 · cross-district

#14 · Gadchirolicell 4750009623

distance 0.283

#15 · Gadchirolicell 4750011827

distance 0.283

#16 · Gadchirolicell 4750009807

distance 0.284

#17 · Yavatmalcell 5000005925

distance 0.284 · cross-district

#18 · Nagpurcell 4840003948

distance 0.285 · 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":475,"cluster_id":4750010459}}}'

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.