Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003420

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003766

distance 0.185

#2 · Beedcell 4700001348

distance 0.187 · cross-district

#3 · Sanglicell 4930005556

distance 0.195

#4 · Sanglicell 4930006060

distance 0.207

#5 · Sanglicell 4930006203

distance 0.21

#6 · Sanglicell 4930005559

distance 0.21

#7 · Sanglicell 4930006564

distance 0.211

#8 · Solapurcell 4960000046

distance 0.211 · cross-district

#9 · Sanglicell 4930001069

distance 0.212

#10 · Beedcell 4700003110

distance 0.213 · cross-district

#11 · Sanglicell 4930005342

distance 0.213

#12 · Sanglicell 4930005330

distance 0.214

#13 · Sanglicell 4930005339

distance 0.215

#14 · Sanglicell 4930005085

distance 0.215

#15 · Beedcell 4700001782

distance 0.218 · cross-district

#16 · Beedcell 4700003025

distance 0.218 · cross-district

#17 · Sanglicell 4930003596

distance 0.218

#18 · Sanglicell 4930006207

distance 0.219

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":4930003420}}}'

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.