Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005772

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000453

distance 0.164 · cross-district

#2 · Sanglicell 4930005589

distance 0.177

#3 · Solapurcell 4960000805

distance 0.177 · cross-district

#4 · Solapurcell 4960001229

distance 0.178 · cross-district

#5 · Sanglicell 4930005365

distance 0.178

#6 · Sanglicell 4930004291

distance 0.181

#7 · Sanglicell 4930004286

distance 0.189

#8 · Sanglicell 4930005005

distance 0.207

#9 · Dharashivcell 4880002284

distance 0.211 · cross-district

#10 · Solapurcell 4960000982

distance 0.212 · cross-district

#11 · Beedcell 4700006826

distance 0.218 · cross-district

#12 · Dharashivcell 4880001870

distance 0.218 · cross-district

#13 · Sanglicell 4930005367

distance 0.219

#14 · Beedcell 4700006140

distance 0.22 · cross-district

#15 · Beedcell 4700006565

distance 0.22 · cross-district

#16 · Sanglicell 4930005583

distance 0.221

#17 · Sanglicell 4930005858

distance 0.223

#18 · Parbhanicell 4890002985

distance 0.227 · 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":493,"cluster_id":4930005772}}}'

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.