Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004921

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005006

distance 0.121

#2 · Kolhapurcell 4800005815

distance 0.187

#3 · Kolhapurcell 4800004917

distance 0.188

#4 · Kolhapurcell 4800004227

distance 0.234

#5 · Kolhapurcell 4800004313

distance 0.243

#6 · Kolhapurcell 4800005259

distance 0.255

#7 · Kolhapurcell 4800004748

distance 0.266

#8 · Kolhapurcell 4800003909

distance 0.27

#9 · Kolhapurcell 4800004839

distance 0.271

#10 · Kolhapurcell 4800004399

distance 0.277

#11 · Kolhapurcell 4800005010

distance 0.278

#12 · Kolhapurcell 4800004918

distance 0.283

#13 · Kolhapurcell 4800004067

distance 0.283

#14 · Kolhapurcell 4800005758

distance 0.285

#15 · Kolhapurcell 4800004315

distance 0.29

#16 · Kolhapurcell 4800005676

distance 0.292

#17 · Nashikcell 4870001253

distance 0.297 · cross-district

#18 · Kolhapurcell 4800004145

distance 0.297

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":4800004921}}}'

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.