Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002836

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002929

distance 0.179

#2 · Sataracell 4940001491

distance 0.191 · cross-district

#3 · Kolhapurcell 4800002930

distance 0.194

#4 · Kolhapurcell 4800003321

distance 0.204

#5 · Kolhapurcell 4800002877

distance 0.204

#6 · Kolhapurcell 4800003477

distance 0.206

#7 · Kolhapurcell 4800002786

distance 0.206

#8 · Kolhapurcell 4800002927

distance 0.208

#9 · Beedcell 4700007121

distance 0.211 · cross-district

#10 · Beedcell 4700004921

distance 0.212 · cross-district

#11 · Kolhapurcell 4800003664

distance 0.212

#12 · Kolhapurcell 4800003714

distance 0.214

#13 · Kolhapurcell 4800003730

distance 0.215

#14 · Beedcell 4700005094

distance 0.215 · cross-district

#15 · Kolhapurcell 4800003729

distance 0.216

#16 · Chhatrapati Sambhajinagarcell 4690004054

distance 0.216 · cross-district

#17 · Beedcell 4700005097

distance 0.219 · cross-district

#18 · Kolhapurcell 4800003778

distance 0.22

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":4800002836}}}'

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.