Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005908

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005547

distance 0.232

#2 · Nashikcell 4870011706

distance 0.236 · cross-district

#3 · Kolhapurcell 4800005548

distance 0.247

#4 · Sanglicell 4930001141

distance 0.249 · cross-district

#5 · Kolhapurcell 4800005710

distance 0.262

#6 · Ahmednagarcell 4660013955

distance 0.264 · cross-district

#7 · Kolhapurcell 4800005021

distance 0.267

#8 · Chhatrapati Sambhajinagarcell 4690003851

distance 0.271 · cross-district

#9 · Kolhapurcell 4800004850

distance 0.275

#10 · Kolhapurcell 4800004676

distance 0.277

#11 · Dhulecell 4740001504

distance 0.279 · cross-district

#12 · Sanglicell 4930002032

distance 0.284 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002130

distance 0.285 · cross-district

#14 · Kolhapurcell 4800005290

distance 0.286

#15 · Laturcell 4810003567

distance 0.291 · cross-district

#16 · Kolhapurcell 4800004938

distance 0.293

#17 · Kolhapurcell 4800005108

distance 0.294

#18 · Dhulecell 4740003013

distance 0.297 · 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":4800005908}}}'

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.