Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001638

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002363

distance 0.038

#2 · Kolhapurcell 4800001639

distance 0.071

#3 · Kolhapurcell 4800001861

distance 0.074

#4 · Kolhapurcell 4800001635

distance 0.076

#5 · Kolhapurcell 4800001748

distance 0.079

#6 · Kolhapurcell 4800001637

distance 0.079

#7 · Kolhapurcell 4800002032

distance 0.083

#8 · Kolhapurcell 4800002030

distance 0.102

#9 · Kolhapurcell 4800001870

distance 0.104

#10 · Kolhapurcell 4800001291

distance 0.104

#11 · Kolhapurcell 4800002028

distance 0.111

#12 · Kolhapurcell 4800001749

distance 0.113

#13 · Kolhapurcell 4800001869

distance 0.117

#14 · Kolhapurcell 4800002136

distance 0.122

#15 · Kolhapurcell 4800002315

distance 0.124

#16 · Kolhapurcell 4800001979

distance 0.124

#17 · Kolhapurcell 4800001922

distance 0.125

#18 · Kolhapurcell 4800001750

distance 0.125

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":4800001638}}}'

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.