Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001567

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002811

distance 0.195 · cross-district

#2 · Sanglicell 4930000431

distance 0.215

#3 · Sanglicell 4930000201

distance 0.217

#4 · Beedcell 4700003988

distance 0.219 · cross-district

#5 · Beedcell 4700005286

distance 0.219 · cross-district

#6 · Laturcell 4810001262

distance 0.221 · cross-district

#7 · Sanglicell 4930000049

distance 0.223

#8 · Laturcell 4810001652

distance 0.228 · cross-district

#9 · Sanglicell 4930000193

distance 0.228

#10 · Beedcell 4700000910

distance 0.234 · cross-district

#11 · Sanglicell 4930002720

distance 0.234

#12 · Beedcell 4700005578

distance 0.235 · cross-district

#13 · Laturcell 4810004754

distance 0.237 · cross-district

#14 · Beedcell 4700005541

distance 0.24 · cross-district

#15 · Laturcell 4810003046

distance 0.241 · cross-district

#16 · Solapurcell 4960011537

distance 0.243 · cross-district

#17 · Sanglicell 4930000735

distance 0.244

#18 · Sanglicell 4930000552

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":4930001567}}}'

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.