Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006419

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006280

distance 0.117

#2 · Beedcell 4700001197

distance 0.142

#3 · Beedcell 4700006700

distance 0.151

#4 · Solapurcell 4960000933

distance 0.155 · cross-district

#5 · Akolacell 4670001046

distance 0.162 · cross-district

#6 · Beedcell 4700000816

distance 0.164

#7 · Beedcell 4700006425

distance 0.166

#8 · Amravaticell 4680001085

distance 0.167 · cross-district

#9 · Parbhanicell 4890005474

distance 0.168 · cross-district

#10 · Beedcell 4700000329

distance 0.171

#11 · Buldhanacell 4720005667

distance 0.173 · cross-district

#12 · Parbhanicell 4890005303

distance 0.174 · cross-district

#13 · Parbhanicell 4890005441

distance 0.175 · cross-district

#14 · Beedcell 4700006560

distance 0.176

#15 · Beedcell 4700006829

distance 0.176

#16 · Beedcell 4700001210

distance 0.177

#17 · Beedcell 4700006828

distance 0.178

#18 · Laturcell 4810002962

distance 0.178 · 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":4700006419}}}'

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.