Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001338

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000698

distance 0.132

#2 · Dharashivcell 4880005850

distance 0.15 · cross-district

#3 · Beedcell 4700003454

distance 0.156

#4 · Dharashivcell 4880004286

distance 0.157 · cross-district

#5 · Dharashivcell 4880004287

distance 0.16 · cross-district

#6 · Beedcell 4700004489

distance 0.162

#7 · Dharashivcell 4880000784

distance 0.165 · cross-district

#8 · Beedcell 4700001455

distance 0.167

#9 · Beedcell 4700006282

distance 0.168

#10 · Laturcell 4810003455

distance 0.168 · cross-district

#11 · Dharashivcell 4880004546

distance 0.173 · cross-district

#12 · Dharashivcell 4880006011

distance 0.174 · cross-district

#13 · Beedcell 4700001029

distance 0.175

#14 · Beedcell 4700001336

distance 0.175

#15 · Beedcell 4700000817

distance 0.175

#16 · Dharashivcell 4880001196

distance 0.176 · cross-district

#17 · Dharashivcell 4880004617

distance 0.176 · cross-district

#18 · Dharashivcell 4880005305

distance 0.177 · 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":4700001338}}}'

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.