Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000438

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001440

distance 0.139

#2 · Washimcell 4990002114

distance 0.142 · cross-district

#3 · Beedcell 4700001455

distance 0.148

#4 · Beedcell 4700000385

distance 0.148

#5 · Beedcell 4700000760

distance 0.149

#6 · Laturcell 4810001236

distance 0.156 · cross-district

#7 · Beedcell 4700000452

distance 0.156

#8 · Dharashivcell 4880000198

distance 0.158 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005134

distance 0.158 · cross-district

#10 · Beedcell 4700000534

distance 0.16

#11 · Dharashivcell 4880005850

distance 0.162 · cross-district

#12 · Beedcell 4700001430

distance 0.162

#13 · Beedcell 4700000249

distance 0.162

#14 · Beedcell 4700008445

distance 0.166

#15 · Dharashivcell 4880000575

distance 0.166 · cross-district

#16 · Beedcell 4700001596

distance 0.166

#17 · Beedcell 4700005984

distance 0.167

#18 · Washimcell 4990003800

distance 0.168 · 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":4700000438}}}'

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.