Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005191

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 6 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 4800005364

distance 0.204

#2 · Kolhapurcell 4800005277

distance 0.235

#3 · Beedcell 4700003086

distance 0.259 · cross-district

#4 · Kolhapurcell 4800005103

distance 0.259

#5 · Beedcell 4700002897

distance 0.273 · cross-district

#6 · Kolhapurcell 4800005187

distance 0.277

#7 · Kolhapurcell 4800005366

distance 0.278

#8 · Beedcell 4700003069

distance 0.295 · cross-district

#9 · Beedcell 4700002726

distance 0.295 · cross-district

#10 · Sanglicell 4930000650

distance 0.297 · cross-district

#11 · Sanglicell 4930000653

distance 0.3 · cross-district

#12 · Dharashivcell 4880004184

distance 0.301 · cross-district

#13 · Beedcell 4700003384

distance 0.304 · cross-district

#14 · Ahmednagarcell 4660004735

distance 0.306 · cross-district

#15 · Beedcell 4700003227

distance 0.311 · cross-district

#16 · Beedcell 4700003775

distance 0.316 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002595

distance 0.319 · cross-district

#18 · Beedcell 4700002755

distance 0.321 · 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":4800005191}}}'

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.