Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006299

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003514

distance 0.094 · cross-district

#2 · Kolhapurcell 4800006071

distance 0.107

#3 · Kolhapurcell 4800006354

distance 0.121

#4 · Kolhapurcell 4800006097

distance 0.157

#5 · Kolhapurcell 4800006198

distance 0.166

#6 · Kolhapurcell 4800006280

distance 0.186

#7 · Kolhapurcell 4800006074

distance 0.191

#8 · Sanglicell 4930003161

distance 0.204 · cross-district

#9 · Kolhapurcell 4800006231

distance 0.205

#10 · Kolhapurcell 4800006271

distance 0.207

#11 · Kolhapurcell 4800006209

distance 0.223

#12 · Sanglicell 4930003691

distance 0.227 · cross-district

#13 · Kolhapurcell 4800006298

distance 0.228

#14 · Kolhapurcell 4800006124

distance 0.229

#15 · Sanglicell 4930002309

distance 0.231 · cross-district

#16 · Kolhapurcell 4800006227

distance 0.231

#17 · Nashikcell 4870012207

distance 0.234 · cross-district

#18 · Kolhapurcell 4800006353

distance 0.235

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":4800006299}}}'

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.