Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006201

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002984

distance 0.191 · cross-district

#2 · Sanglicell 4930002477

distance 0.215 · cross-district

#3 · Sanglicell 4930002139

distance 0.218 · cross-district

#4 · Kolhapurcell 4800006072

distance 0.219

#5 · Kolhapurcell 4800006286

distance 0.237

#6 · Kolhapurcell 4800006293

distance 0.247

#7 · Dhulecell 4740000816

distance 0.248 · cross-district

#8 · Kolhapurcell 4800006202

distance 0.251

#9 · Kolhapurcell 4800006313

distance 0.253

#10 · Kolhapurcell 4800005932

distance 0.256

#11 · Kolhapurcell 4800006227

distance 0.257

#12 · Kolhapurcell 4800006131

distance 0.257

#13 · Sanglicell 4930001224

distance 0.258 · cross-district

#14 · Nashikcell 4870012561

distance 0.261 · cross-district

#15 · Kolhapurcell 4800006123

distance 0.264

#16 · Kolhapurcell 4800006233

distance 0.266

#17 · Kolhapurcell 4800006098

distance 0.269

#18 · Nashikcell 4870012210

distance 0.269 · 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":4800006201}}}'

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.