Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004018

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004243

distance 0.152

#2 · Kolhapurcell 4800004690

distance 0.176

#3 · Kolhapurcell 4800004327

distance 0.178

#4 · Kolhapurcell 4800004324

distance 0.18

#5 · Kolhapurcell 4800003928

distance 0.184

#6 · Kolhapurcell 4800004948

distance 0.191

#7 · Kolhapurcell 4800004410

distance 0.197

#8 · Kolhapurcell 4800004844

distance 0.2

#9 · Kolhapurcell 4800004087

distance 0.205

#10 · Laturcell 4810002476

distance 0.206 · cross-district

#11 · Sanglicell 4930000524

distance 0.209 · cross-district

#12 · Kolhapurcell 4800003945

distance 0.21

#13 · Laturcell 4810002566

distance 0.211 · cross-district

#14 · Kolhapurcell 4800004005

distance 0.212

#15 · Sanglicell 4930000488

distance 0.213 · cross-district

#16 · Laturcell 4810002565

distance 0.216 · cross-district

#17 · Kolhapurcell 4800004850

distance 0.217

#18 · Kolhapurcell 4800004947

distance 0.218

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":4800004018}}}'

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.