Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005365

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004864

distance 0.107

#2 · Solapurcell 4960000282

distance 0.126 · cross-district

#3 · Solapurcell 4960000805

distance 0.141 · cross-district

#4 · Solapurcell 4960000228

distance 0.152 · cross-district

#5 · Sanglicell 4930005367

distance 0.163

#6 · Sanglicell 4930005858

distance 0.167

#7 · Sanglicell 4930004286

distance 0.168

#8 · Solapurcell 4960000982

distance 0.173 · cross-district

#9 · Sanglicell 4930005772

distance 0.178

#10 · Sanglicell 4930004581

distance 0.179

#11 · Solapurcell 4960007870

distance 0.183 · cross-district

#12 · Solapurcell 4960006595

distance 0.188 · cross-district

#13 · Sanglicell 4930004724

distance 0.192

#14 · Solapurcell 4960004704

distance 0.192 · cross-district

#15 · Sanglicell 4930004725

distance 0.193

#16 · Solapurcell 4960008936

distance 0.194 · cross-district

#17 · Sanglicell 4930004726

distance 0.196

#18 · Solapurcell 4960000224

distance 0.197 · 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":4930005365}}}'

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.