Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750008317

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008530

distance 0.233

#2 · Gadchirolicell 4750008995

distance 0.235

#3 · Gadchirolicell 4750010060

distance 0.237

#4 · Gadchirolicell 4750009806

distance 0.238

#5 · Gadchirolicell 4750009113

distance 0.242

#6 · Nagpurcell 4840005265

distance 0.242 · cross-district

#7 · Nagpurcell 4840006054

distance 0.254 · cross-district

#8 · Yavatmalcell 5000010402

distance 0.259 · cross-district

#9 · Yavatmalcell 5000002338

distance 0.262 · cross-district

#10 · Beedcell 4700004720

distance 0.266 · cross-district

#11 · Gadchirolicell 4750008523

distance 0.266

#12 · Gadchirolicell 4750008083

distance 0.268

#13 · Gadchirolicell 4750008190

distance 0.27

#14 · Chandrapurcell 4730004886

distance 0.275 · cross-district

#15 · Gadchirolicell 4750009698

distance 0.275

#16 · Yavatmalcell 5000006200

distance 0.275 · cross-district

#17 · Gadchirolicell 4750008560

distance 0.275

#18 · Gadchirolicell 4750009887

distance 0.276

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":4750008317}}}'

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.