Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006085

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006211

distance 0.107

#2 · Sanglicell 4930001101

distance 0.127 · cross-district

#3 · Kolhapurcell 4800006049

distance 0.132

#4 · Sanglicell 4930001809

distance 0.135 · cross-district

#5 · Kolhapurcell 4800006357

distance 0.148

#6 · Sanglicell 4930003335

distance 0.152 · cross-district

#7 · Kolhapurcell 4800005988

distance 0.155

#8 · Kolhapurcell 4800005889

distance 0.158

#9 · Sanglicell 4930001650

distance 0.163 · cross-district

#10 · Sanglicell 4930003155

distance 0.165 · cross-district

#11 · Sanglicell 4930001102

distance 0.166 · cross-district

#12 · Sanglicell 4930001817

distance 0.169 · cross-district

#13 · Kolhapurcell 4800006326

distance 0.175

#14 · Kolhapurcell 4800006151

distance 0.179

#15 · Kolhapurcell 4800006039

distance 0.183

#16 · Kolhapurcell 4800005945

distance 0.184

#17 · Kolhapurcell 4800005888

distance 0.184

#18 · Sataracell 4940000016

distance 0.185 · 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":4800006085}}}'

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.