Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750010321

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009005

distance 0.195

#2 · Gadchirolicell 4750008172

distance 0.208

#3 · Yavatmalcell 5000005561

distance 0.21 · cross-district

#4 · Nagpurcell 4840005984

distance 0.219 · cross-district

#5 · Gadchirolicell 4750010048

distance 0.23

#6 · Gadchirolicell 4750011642

distance 0.233

#7 · Chandrapurcell 4730005386

distance 0.234 · cross-district

#8 · Gadchirolicell 4750007354

distance 0.24

#9 · Chandrapurcell 4730005078

distance 0.247 · cross-district

#10 · Gadchirolicell 4750006914

distance 0.247

#11 · Yavatmalcell 5000005867

distance 0.25 · cross-district

#12 · Chandrapurcell 4730007227

distance 0.252 · cross-district

#13 · Gadchirolicell 4750006689

distance 0.254

#14 · Gadchirolicell 4750007809

distance 0.254

#15 · Nagpurcell 4840007099

distance 0.256 · cross-district

#16 · Nagpurcell 4840000811

distance 0.258 · cross-district

#17 · Yavatmalcell 5000003286

distance 0.259 · cross-district

#18 · Wardhacell 4980000093

distance 0.261 · 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":4750010321}}}'

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.