Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000388

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000195

distance 0.08

#2 · Beedcell 4700001448

distance 0.087

#3 · Beedcell 4700000573

distance 0.098

#4 · Beedcell 4700000465

distance 0.099

#5 · Beedcell 4700000578

distance 0.115

#6 · Beedcell 4700000569

distance 0.12

#7 · Beedcell 4700001179

distance 0.121

#8 · Beedcell 4700000554

distance 0.124

#9 · Beedcell 4700000791

distance 0.124

#10 · Laturcell 4810002240

distance 0.126 · cross-district

#11 · Beedcell 4700000683

distance 0.13

#12 · Beedcell 4700007249

distance 0.132

#13 · Beedcell 4700000877

distance 0.133

#14 · Jalnacell 4790003217

distance 0.134 · cross-district

#15 · Beedcell 4700007342

distance 0.135

#16 · Buldhanacell 4720000025

distance 0.137 · cross-district

#17 · Laturcell 4810005149

distance 0.137 · cross-district

#18 · Laturcell 4810002392

distance 0.138 · 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":4700000388}}}'

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.