Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002199

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002195

distance 0.233

#2 · Laturcell 4810003956

distance 0.234 · cross-district

#3 · Kolhapurcell 4800004260

distance 0.247 · cross-district

#4 · Laturcell 4810004556

distance 0.25 · cross-district

#5 · Sanglicell 4930000524

distance 0.253

#6 · Kolhapurcell 4800004262

distance 0.27 · cross-district

#7 · Laturcell 4810004352

distance 0.271 · cross-district

#8 · Sanglicell 4930000062

distance 0.273

#9 · Sanglicell 4930002706

distance 0.275

#10 · Laturcell 4810002752

distance 0.275 · cross-district

#11 · Laturcell 4810003866

distance 0.276 · cross-district

#12 · Laturcell 4810002239

distance 0.278 · cross-district

#13 · Kolhapurcell 4800004099

distance 0.28 · cross-district

#14 · Kolhapurcell 4800004410

distance 0.281 · cross-district

#15 · Laturcell 4810003865

distance 0.281 · cross-district

#16 · Sanglicell 4930000150

distance 0.283

#17 · Sanglicell 4930002367

distance 0.283

#18 · Laturcell 4810002675

distance 0.285 · 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":4930002199}}}'

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.