Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007327

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007326

distance 0.157

#2 · Sanglicell 4930002612

distance 0.191 · cross-district

#3 · Beedcell 4700008730

distance 0.195

#4 · Sanglicell 4930002433

distance 0.196 · cross-district

#5 · Beedcell 4700006383

distance 0.199

#6 · Solapurcell 4960012270

distance 0.21 · cross-district

#7 · Beedcell 4700007679

distance 0.213

#8 · Sanglicell 4930002781

distance 0.214 · cross-district

#9 · Dharashivcell 4880002441

distance 0.215 · cross-district

#10 · Laturcell 4810000873

distance 0.222 · cross-district

#11 · Beedcell 4700008058

distance 0.223

#12 · Beedcell 4700006644

distance 0.227

#13 · Beedcell 4700006236

distance 0.228

#14 · Beedcell 4700007288

distance 0.231

#15 · Sanglicell 4930002440

distance 0.231 · cross-district

#16 · Nandedcell 4850003683

distance 0.232 · cross-district

#17 · Dharashivcell 4880002442

distance 0.232 · cross-district

#18 · Sanglicell 4930002248

distance 0.234 · 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":4700007327}}}'

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.