Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002255

The MH-36 locality cells most similar to this Sangli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003452

distance 0.199

#2 · Solapurcell 4960012362

distance 0.218 · cross-district

#3 · Sanglicell 4930002102

distance 0.231

#4 · Sanglicell 4930001614

distance 0.232

#5 · Sanglicell 4930001918

distance 0.239

#6 · Sanglicell 4930002436

distance 0.245

#7 · Solapurcell 4960007465

distance 0.248 · cross-district

#8 · Sanglicell 4930000864

distance 0.249

#9 · Sanglicell 4930002773

distance 0.254

#10 · Sanglicell 4930001082

distance 0.257

#11 · Sanglicell 4930001341

distance 0.258

#12 · Solapurcell 4960006031

distance 0.258 · cross-district

#13 · Sanglicell 4930002776

distance 0.261

#14 · Beedcell 4700004555

distance 0.261 · cross-district

#15 · Sanglicell 4930002422

distance 0.264

#16 · Sanglicell 4930001339

distance 0.264

#17 · Sanglicell 4930002249

distance 0.265

#18 · Sanglicell 4930005858

distance 0.266

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":493,"cluster_id":4930002255}}}'

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.