Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005046

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005040

distance 0.13

#2 · Beedcell 4700005205

distance 0.162

#3 · Ahmednagarcell 4660005157

distance 0.165 · cross-district

#4 · Beedcell 4700004877

distance 0.177

#5 · Chhatrapati Sambhajinagarcell 4690001090

distance 0.182 · cross-district

#6 · Dharashivcell 4880003474

distance 0.188 · cross-district

#7 · Solapurcell 4960009120

distance 0.19 · cross-district

#8 · Beedcell 4700005196

distance 0.192

#9 · Solapurcell 4960008826

distance 0.192 · cross-district

#10 · Ahmednagarcell 4660005062

distance 0.195 · cross-district

#11 · Solapurcell 4960009119

distance 0.197 · cross-district

#12 · Solapurcell 4960009334

distance 0.198 · cross-district

#13 · Beedcell 4700006357

distance 0.198

#14 · Ahmednagarcell 4660004967

distance 0.199 · cross-district

#15 · Solapurcell 4960009326

distance 0.199 · cross-district

#16 · Beedcell 4700006361

distance 0.199

#17 · Chhatrapati Sambhajinagarcell 4690000958

distance 0.2 · cross-district

#18 · Solapurcell 4960000076

distance 0.2 · 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":4700005046}}}'

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.