Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005101

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004409

distance 0.125

#2 · Kolhapurcell 4800004692

distance 0.167

#3 · Kolhapurcell 4800005292

distance 0.191

#4 · Sanglicell 4930002725

distance 0.226 · cross-district

#5 · Sanglicell 4930002391

distance 0.26 · cross-district

#6 · Sanglicell 4930000860

distance 0.266 · cross-district

#7 · Kolhapurcell 4800005189

distance 0.268

#8 · Kolhapurcell 4800004242

distance 0.27

#9 · Kolhapurcell 4800001783

distance 0.271

#10 · Kolhapurcell 4800004004

distance 0.274

#11 · Kolhapurcell 4800004675

distance 0.275

#12 · Sanglicell 4930000569

distance 0.282 · cross-district

#13 · Kolhapurcell 4800004849

distance 0.284

#14 · Kolhapurcell 4800004182

distance 0.286

#15 · Gondiacell 4760000658

distance 0.286 · cross-district

#16 · Kolhapurcell 4800001729

distance 0.291

#17 · Kolhapurcell 4800004777

distance 0.295

#18 · Ahmednagarcell 4660013061

distance 0.296 · 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":4800005101}}}'

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.