Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004780

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002754

distance 0.151

#2 · Akolacell 4670000384

distance 0.177 · cross-district

#3 · Beedcell 4700005117

distance 0.179

#4 · Beedcell 4700004963

distance 0.182

#5 · Akolacell 4670000224

distance 0.185 · cross-district

#6 · Beedcell 4700003746

distance 0.185

#7 · Beedcell 4700004964

distance 0.194

#8 · Buldhanacell 4720004539

distance 0.202 · cross-district

#9 · Beedcell 4700004429

distance 0.204

#10 · Buldhanacell 4720004538

distance 0.204 · cross-district

#11 · Beedcell 4700004795

distance 0.206

#12 · Beedcell 4700004879

distance 0.209

#13 · Beedcell 4700004708

distance 0.212

#14 · Akolacell 4670000385

distance 0.212 · cross-district

#15 · Beedcell 4700004262

distance 0.213

#16 · Buldhanacell 4720003432

distance 0.214 · cross-district

#17 · Amravaticell 4680001952

distance 0.214 · cross-district

#18 · Buldhanacell 4720003433

distance 0.215 · 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":4700004780}}}'

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.