Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005895

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005321

distance 0.143

#2 · Sanglicell 4930006265

distance 0.161

#3 · Sanglicell 4930004947

distance 0.168

#4 · Sanglicell 4930006210

distance 0.168

#5 · Sanglicell 4930006552

distance 0.175

#6 · Sanglicell 4930005918

distance 0.191

#7 · Sanglicell 4930006048

distance 0.191

#8 · Sanglicell 4930005199

distance 0.193

#9 · Sanglicell 4930005439

distance 0.196

#10 · Solapurcell 4960010132

distance 0.201 · cross-district

#11 · Sanglicell 4930006141

distance 0.203

#12 · Sanglicell 4930005433

distance 0.205

#13 · Sanglicell 4930006494

distance 0.208

#14 · Sanglicell 4930006045

distance 0.21

#15 · Sanglicell 4930006540

distance 0.21

#16 · Sanglicell 4930005898

distance 0.211

#17 · Sataracell 4940002912

distance 0.212 · cross-district

#18 · Sanglicell 4930006131

distance 0.214

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":4930005895}}}'

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.