Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004149

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004836

distance 0.142

#2 · Akolacell 4670000487

distance 0.152 · cross-district

#3 · Amravaticell 4680006903

distance 0.163 · cross-district

#4 · Kolhapurcell 4800004776

distance 0.163 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000044

distance 0.168 · cross-district

#6 · Laturcell 4810002166

distance 0.169 · cross-district

#7 · Chandrapurcell 4730004284

distance 0.177 · cross-district

#8 · Kolhapurcell 4800005842

distance 0.178 · cross-district

#9 · Solapurcell 4960006812

distance 0.178 · cross-district

#10 · Buldhanacell 4720007111

distance 0.179 · cross-district

#11 · Buldhanacell 4720006415

distance 0.18 · cross-district

#12 · Amravaticell 4680001530

distance 0.181 · cross-district

#13 · Beedcell 4700004448

distance 0.184

#14 · Kolhapurcell 4800005032

distance 0.186 · cross-district

#15 · Chandrapurcell 4730003216

distance 0.186 · cross-district

#16 · Beedcell 4700004140

distance 0.189

#17 · Akolacell 4670004554

distance 0.19 · cross-district

#18 · Beedcell 4700005765

distance 0.191

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":4700004149}}}'

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.