Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005828

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006045

distance 0.197

#2 · Sanglicell 4930005961

distance 0.204

#3 · Kolhapurcell 4800004033

distance 0.205 · cross-district

#4 · Sanglicell 4930005642

distance 0.208

#5 · Sanglicell 4930006258

distance 0.211

#6 · Sanglicell 4930005907

distance 0.212

#7 · Sanglicell 4930005981

distance 0.232

#8 · Sanglicell 4930005750

distance 0.232

#9 · Sanglicell 4930005433

distance 0.233

#10 · Sanglicell 4930005444

distance 0.233

#11 · Kolhapurcell 4800005787

distance 0.235 · cross-district

#12 · Kolhapurcell 4800005720

distance 0.236 · cross-district

#13 · Sanglicell 4930005078

distance 0.238

#14 · Sanglicell 4930005748

distance 0.238

#15 · Kolhapurcell 4800004035

distance 0.239 · cross-district

#16 · Sanglicell 4930005915

distance 0.243

#17 · Sanglicell 4930004254

distance 0.243

#18 · Sanglicell 4930004835

distance 0.246

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":4930005828}}}'

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.