Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001636

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002275

distance 0.084

#2 · Beedcell 4700004136

distance 0.112

#3 · Laturcell 4810000914

distance 0.115 · cross-district

#4 · Dharashivcell 4880000343

distance 0.118 · cross-district

#5 · Dharashivcell 4880000059

distance 0.119 · cross-district

#6 · Beedcell 4700005994

distance 0.12

#7 · Beedcell 4700005279

distance 0.122

#8 · Nandedcell 4850000484

distance 0.126 · cross-district

#9 · Beedcell 4700001782

distance 0.137

#10 · Dharashivcell 4880000622

distance 0.139 · cross-district

#11 · Nandedcell 4850000605

distance 0.14 · cross-district

#12 · Beedcell 4700004311

distance 0.141

#13 · Washimcell 4990003347

distance 0.143 · cross-district

#14 · Solapurcell 4960001270

distance 0.144 · cross-district

#15 · Washimcell 4990003778

distance 0.145 · cross-district

#16 · Nandedcell 4850000543

distance 0.147 · cross-district

#17 · Beedcell 4700003959

distance 0.148

#18 · Akolacell 4670000329

distance 0.149 · 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":4700001636}}}'

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.