Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007828

The MH-36 locality cells most similar to this Beed 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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006258

distance 0.184 · cross-district

#2 · Beedcell 4700008294

distance 0.204

#3 · Laturcell 4810002984

distance 0.214 · cross-district

#4 · Beedcell 4700002568

distance 0.221

#5 · Yavatmalcell 5000001855

distance 0.223 · cross-district

#6 · Solapurcell 4960012638

distance 0.227 · cross-district

#7 · Dharashivcell 4880000642

distance 0.231 · cross-district

#8 · Yavatmalcell 5000001967

distance 0.234 · cross-district

#9 · Nandedcell 4850008301

distance 0.235 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004524

distance 0.237 · cross-district

#11 · Nagpurcell 4840006565

distance 0.238 · cross-district

#12 · Gadchirolicell 4750011955

distance 0.239 · cross-district

#13 · Jalnacell 4790001345

distance 0.242 · cross-district

#14 · Beedcell 4700008993

distance 0.244

#15 · Beedcell 4700007548

distance 0.244

#16 · Solapurcell 4960007725

distance 0.245 · cross-district

#17 · Gondiacell 4760000088

distance 0.249 · cross-district

#18 · Buldhanacell 4720001087

distance 0.249 · 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":470,"cluster_id":4700007828}}}'

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.