Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003975

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000636

distance 0.197 · cross-district

#2 · Beedcell 4700006117

distance 0.203 · cross-district

#3 · Dharashivcell 4880003095

distance 0.22 · cross-district

#4 · Sanglicell 4930000860

distance 0.232 · cross-district

#5 · Sanglicell 4930000469

distance 0.238 · cross-district

#6 · Sanglicell 4930000569

distance 0.239 · cross-district

#7 · Kolhapurcell 4800005292

distance 0.247

#8 · Kolhapurcell 4800004777

distance 0.256

#9 · Beedcell 4700007681

distance 0.258 · cross-district

#10 · Laturcell 4810003362

distance 0.262 · cross-district

#11 · Beedcell 4700008746

distance 0.262 · cross-district

#12 · Sanglicell 4930002596

distance 0.266 · cross-district

#13 · Kolhapurcell 4800004692

distance 0.27

#14 · Kolhapurcell 4800004409

distance 0.27

#15 · Sanglicell 4930002536

distance 0.27 · cross-district

#16 · Solapurcell 4960005897

distance 0.27 · cross-district

#17 · Sanglicell 4930000186

distance 0.271 · cross-district

#18 · Laturcell 4810000417

distance 0.271 · 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":4800003975}}}'

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.