Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005366

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005443

distance 0.215

#2 · Kolhapurcell 4800005364

distance 0.221

#3 · Kolhapurcell 4800005446

distance 0.223

#4 · Kolhapurcell 4800005187

distance 0.223

#5 · Kolhapurcell 4800005193

distance 0.232

#6 · Kolhapurcell 4800005369

distance 0.246

#7 · Kolhapurcell 4800004670

distance 0.248

#8 · Jalnacell 4790003397

distance 0.25 · cross-district

#9 · Kolhapurcell 4800005362

distance 0.253

#10 · Kolhapurcell 4800005277

distance 0.256

#11 · Beedcell 4700002576

distance 0.26 · cross-district

#12 · Beedcell 4700004959

distance 0.262 · cross-district

#13 · Kolhapurcell 4800003937

distance 0.267

#14 · Jalnacell 4790003734

distance 0.269 · cross-district

#15 · Beedcell 4700002101

distance 0.27 · cross-district

#16 · Kolhapurcell 4800005617

distance 0.275

#17 · Beedcell 4700001925

distance 0.276 · cross-district

#18 · Kolhapurcell 4800004669

distance 0.277

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":4800005366}}}'

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.