Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006117

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003975

distance 0.203 · cross-district

#2 · Beedcell 4700008746

distance 0.219

#3 · Beedcell 4700005396

distance 0.23

#4 · Solapurcell 4960000349

distance 0.233 · cross-district

#5 · Sanglicell 4930002596

distance 0.235 · cross-district

#6 · Beedcell 4700007681

distance 0.237

#7 · Beedcell 4700004933

distance 0.237

#8 · Solapurcell 4960000105

distance 0.243 · cross-district

#9 · Beedcell 4700001052

distance 0.248

#10 · Washimcell 4990002543

distance 0.252 · cross-district

#11 · Beedcell 4700001025

distance 0.253

#12 · Beedcell 4700004923

distance 0.255

#13 · Ahmednagarcell 4660002588

distance 0.257 · cross-district

#14 · Dharashivcell 4880003095

distance 0.259 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004066

distance 0.263 · cross-district

#16 · Sanglicell 4930000636

distance 0.264 · cross-district

#17 · Kolhapurcell 4800003797

distance 0.264 · cross-district

#18 · Sanglicell 4930000860

distance 0.266 · 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":4700006117}}}'

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.