Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006341

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006340

distance 0.193

#2 · Kolhapurcell 4800006047

distance 0.198

#3 · Kolhapurcell 4800006342

distance 0.203

#4 · Kolhapurcell 4800006337

distance 0.224

#5 · Kolhapurcell 4800006331

distance 0.224

#6 · Kolhapurcell 4800006110

distance 0.225

#7 · Sanglicell 4930002986

distance 0.226 · cross-district

#8 · Kolhapurcell 4800006159

distance 0.227

#9 · Kolhapurcell 4800006033

distance 0.231

#10 · Sanglicell 4930001227

distance 0.245 · cross-district

#11 · Kolhapurcell 4800006180

distance 0.251

#12 · Kolhapurcell 4800006184

distance 0.257

#13 · Kolhapurcell 4800006233

distance 0.275

#14 · Kolhapurcell 4800006205

distance 0.276

#15 · Kolhapurcell 4800006131

distance 0.277

#16 · Sanglicell 4930000779

distance 0.28 · cross-district

#17 · Kolhapurcell 4800003718

distance 0.282

#18 · Kolhapurcell 4800006329

distance 0.282

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":4800006341}}}'

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.