Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005891

The MH-36 locality cells most similar to this Kolhapur 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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005905

distance 0.119

#2 · Kolhapurcell 4800005890

distance 0.143

#3 · Beedcell 4700000984

distance 0.185 · cross-district

#4 · Sanglicell 4930002180

distance 0.193 · cross-district

#5 · Sanglicell 4930000825

distance 0.198 · cross-district

#6 · Sanglicell 4930001186

distance 0.199 · cross-district

#7 · Sanglicell 4930003400

distance 0.199 · cross-district

#8 · Beedcell 4700007011

distance 0.207 · cross-district

#9 · Ahmednagarcell 4660005407

distance 0.208 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005136

distance 0.212 · cross-district

#11 · Beedcell 4700001707

distance 0.213 · cross-district

#12 · Sanglicell 4930003210

distance 0.214 · cross-district

#13 · Ahmednagarcell 4660001215

distance 0.214 · cross-district

#14 · Laturcell 4810002663

distance 0.218 · cross-district

#15 · Solapurcell 4960012502

distance 0.219 · cross-district

#16 · Sanglicell 4930003063

distance 0.22 · cross-district

#17 · Sanglicell 4930005856

distance 0.222 · cross-district

#18 · Laturcell 4810003450

distance 0.222 · 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":480,"cluster_id":4800005891}}}'

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.