Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750010981

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011527

distance 0.17

#2 · Gadchirolicell 4750011060

distance 0.213

#3 · Gadchirolicell 4750011935

distance 0.257

#4 · Chandrapurcell 4730008297

distance 0.269 · cross-district

#5 · Chandrapurcell 4730008519

distance 0.283 · cross-district

#6 · Gadchirolicell 4750011931

distance 0.285

#7 · Chandrapurcell 4730008112

distance 0.289 · cross-district

#8 · Gadchirolicell 4750009159

distance 0.292

#9 · Gadchirolicell 4750011988

distance 0.294

#10 · Chandrapurcell 4730005882

distance 0.297 · cross-district

#11 · Gadchirolicell 4750011467

distance 0.302

#12 · Gadchirolicell 4750010320

distance 0.307

#13 · Chandrapurcell 4730008218

distance 0.312 · cross-district

#14 · Chandrapurcell 4730005765

distance 0.314 · cross-district

#15 · Gadchirolicell 4750011526

distance 0.316

#16 · Gadchirolicell 4750008307

distance 0.319

#17 · Gadchirolicell 4750008147

distance 0.319

#18 · Yavatmalcell 5000004094

distance 0.319 · 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":4750010981}}}'

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.