Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008232

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007313

distance 0.111

#2 · Beedcell 4700007780

distance 0.12

#3 · Beedcell 4700007669

distance 0.124

#4 · Beedcell 4700007879

distance 0.138

#5 · Ahmednagarcell 4660008476

distance 0.14 · cross-district

#6 · Beedcell 4700007570

distance 0.141

#7 · Beedcell 4700007304

distance 0.142

#8 · Ahmednagarcell 4660008324

distance 0.144 · cross-district

#9 · Beedcell 4700007402

distance 0.145

#10 · Beedcell 4700008160

distance 0.146

#11 · Sanglicell 4930000985

distance 0.146 · cross-district

#12 · Beedcell 4700007569

distance 0.149

#13 · Beedcell 4700008619

distance 0.15

#14 · Sanglicell 4930001099

distance 0.151 · cross-district

#15 · Sanglicell 4930001085

distance 0.151 · cross-district

#16 · Beedcell 4700008618

distance 0.152

#17 · Sanglicell 4930000585

distance 0.153 · cross-district

#18 · Beedcell 4700008397

distance 0.154

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":4700008232}}}'

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.