Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000342

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000824

distance 0.149

#2 · Beedcell 4700000276

distance 0.174

#3 · Beedcell 4700000417

distance 0.178

#4 · Laturcell 4810002268

distance 0.211 · cross-district

#5 · Laturcell 4810001186

distance 0.219 · cross-district

#6 · Laturcell 4810001835

distance 0.22 · cross-district

#7 · Laturcell 4810002348

distance 0.224 · cross-district

#8 · Solapurcell 4960009750

distance 0.224 · cross-district

#9 · Laturcell 4810002011

distance 0.224 · cross-district

#10 · Akolacell 4670001425

distance 0.225 · cross-district

#11 · Akolacell 4670001221

distance 0.226 · cross-district

#12 · Solapurcell 4960012176

distance 0.226 · cross-district

#13 · Laturcell 4810004162

distance 0.227 · cross-district

#14 · Laturcell 4810002176

distance 0.228 · cross-district

#15 · Beedcell 4700000280

distance 0.228

#16 · Laturcell 4810003861

distance 0.23 · cross-district

#17 · Beedcell 4700000274

distance 0.231

#18 · Akolacell 4670001285

distance 0.232 · 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":4700000342}}}'

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.