Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004390

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004836

distance 0.176

#2 · Sanglicell 4930001289

distance 0.193

#3 · Sanglicell 4930000645

distance 0.193

#4 · Sanglicell 4930004690

distance 0.211

#5 · Sanglicell 4930001165

distance 0.213

#6 · Sanglicell 4930004975

distance 0.215

#7 · Amravaticell 4680006174

distance 0.23 · cross-district

#8 · Sanglicell 4930004968

distance 0.237

#9 · Chhatrapati Sambhajinagarcell 4690001171

distance 0.245 · cross-district

#10 · Kolhapurcell 4800004610

distance 0.247 · cross-district

#11 · Kolhapurcell 4800001952

distance 0.254 · cross-district

#12 · Sanglicell 4930004070

distance 0.26

#13 · Solapurcell 4960007470

distance 0.26 · cross-district

#14 · Punecell 4900005008

distance 0.26 · cross-district

#15 · Kolhapurcell 4800005039

distance 0.265 · cross-district

#16 · Amravaticell 4680005615

distance 0.268 · cross-district

#17 · Kolhapurcell 4800004009

distance 0.271 · cross-district

#18 · Solapurcell 4960001920

distance 0.277 · 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":4930004390}}}'

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.