Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005498

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005385

distance 0.133

#2 · Sanglicell 4930005024

distance 0.135

#3 · Sanglicell 4930005497

distance 0.139

#4 · Sanglicell 4930005151

distance 0.146

#5 · Sanglicell 4930002292

distance 0.149

#6 · Sanglicell 4930004179

distance 0.152

#7 · Sanglicell 4930005502

distance 0.153

#8 · Sanglicell 4930002278

distance 0.156

#9 · Sanglicell 4930005604

distance 0.161

#10 · Sanglicell 4930005598

distance 0.161

#11 · Solapurcell 4960000114

distance 0.169 · cross-district

#12 · Sanglicell 4930005150

distance 0.171

#13 · Sanglicell 4930002623

distance 0.172

#14 · Solapurcell 4960000249

distance 0.177 · cross-district

#15 · Sanglicell 4930005689

distance 0.177

#16 · Sanglicell 4930003656

distance 0.183

#17 · Sanglicell 4930002793

distance 0.184

#18 · Sanglicell 4930005699

distance 0.186

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":4930005498}}}'

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.