Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005364

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005191

distance 0.204

#2 · Kolhapurcell 4800005366

distance 0.221

#3 · Beedcell 4700002755

distance 0.259 · cross-district

#4 · Beedcell 4700002584

distance 0.281 · cross-district

#5 · Beedcell 4700001472

distance 0.281 · cross-district

#6 · Kolhapurcell 4800005446

distance 0.284

#7 · Sanglicell 4930005211

distance 0.284 · cross-district

#8 · Kolhapurcell 4800005277

distance 0.285

#9 · Beedcell 4700002273

distance 0.285 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003713

distance 0.291 · cross-district

#11 · Beedcell 4700002897

distance 0.292 · cross-district

#12 · Kolhapurcell 4800005443

distance 0.292

#13 · Beedcell 4700002112

distance 0.292 · cross-district

#14 · Solapurcell 4960012453

distance 0.293 · cross-district

#15 · Kolhapurcell 4800005187

distance 0.293

#16 · Dharashivcell 4880004785

distance 0.294 · cross-district

#17 · Sataracell 4940000170

distance 0.295 · cross-district

#18 · Beedcell 4700002261

distance 0.296 · 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":4800005364}}}'

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.