Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002363

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002754

distance 0.158 · cross-district

#2 · Sanglicell 4930002080

distance 0.175 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690003735

distance 0.178 · cross-district

#4 · Laturcell 4810000971

distance 0.18 · cross-district

#5 · Beedcell 4700002701

distance 0.187

#6 · Laturcell 4810001096

distance 0.19 · cross-district

#7 · Sanglicell 4930002756

distance 0.197 · cross-district

#8 · Sanglicell 4930002755

distance 0.214 · cross-district

#9 · Beedcell 4700001714

distance 0.215

#10 · Sanglicell 4930002587

distance 0.216 · cross-district

#11 · Sanglicell 4930001750

distance 0.219 · cross-district

#12 · Sanglicell 4930002396

distance 0.219 · cross-district

#13 · Sanglicell 4930002079

distance 0.222 · cross-district

#14 · Ahmednagarcell 4660014321

distance 0.225 · cross-district

#15 · Sanglicell 4930002910

distance 0.226 · cross-district

#16 · Beedcell 4700000924

distance 0.234

#17 · Solapurcell 4960000327

distance 0.236 · cross-district

#18 · Nashikcell 4870012889

distance 0.238 · 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":4700002363}}}'

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.