Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004469

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004644

distance 0.137

#2 · Beedcell 4700004468

distance 0.149

#3 · Parbhanicell 4890000092

distance 0.151 · cross-district

#4 · Beedcell 4700004822

distance 0.152

#5 · Beedcell 4700001768

distance 0.156

#6 · Beedcell 4700004821

distance 0.156

#7 · Jalnacell 4790003822

distance 0.169 · cross-district

#8 · Laturcell 4810002794

distance 0.173 · cross-district

#9 · Beedcell 4700004297

distance 0.174

#10 · Nandedcell 4850004408

distance 0.175 · cross-district

#11 · Laturcell 4810002891

distance 0.175 · cross-district

#12 · Beedcell 4700004977

distance 0.176

#13 · Beedcell 4700004638

distance 0.177

#14 · Beedcell 4700003271

distance 0.177

#15 · Dharashivcell 4880003577

distance 0.179 · cross-district

#16 · Beedcell 4700002753

distance 0.182

#17 · Dharashivcell 4880003769

distance 0.184 · cross-district

#18 · Beedcell 4700004125

distance 0.185

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":4700004469}}}'

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.