Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003459

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003798

distance 0.173

#2 · Sanglicell 4930001461

distance 0.185

#3 · Beedcell 4700000187

distance 0.197 · cross-district

#4 · Solapurcell 4960006306

distance 0.206 · cross-district

#5 · Sanglicell 4930000978

distance 0.207

#6 · Laturcell 4810002048

distance 0.207 · cross-district

#7 · Laturcell 4810001174

distance 0.212 · cross-district

#8 · Beedcell 4700002184

distance 0.214 · cross-district

#9 · Laturcell 4810001376

distance 0.218 · cross-district

#10 · Sanglicell 4930000620

distance 0.226

#11 · Ahmednagarcell 4660001267

distance 0.232 · cross-district

#12 · Sanglicell 4930000673

distance 0.235

#13 · Solapurcell 4960004629

distance 0.241 · cross-district

#14 · Buldhanacell 4720002590

distance 0.247 · cross-district

#15 · Ahmednagarcell 4660002221

distance 0.247 · cross-district

#16 · Beedcell 4700000953

distance 0.248 · cross-district

#17 · Kolhapurcell 4800005116

distance 0.249 · cross-district

#18 · Sanglicell 4930000714

distance 0.251

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":4930003459}}}'

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.