Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006099

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

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006098

distance 0.064

#2 · Kolhapurcell 4800006322

distance 0.132

#3 · Kolhapurcell 4800006072

distance 0.134

#4 · Kolhapurcell 4800006249

distance 0.154

#5 · Kolhapurcell 4800005932

distance 0.16

#6 · Kolhapurcell 4800006044

distance 0.165

#7 · Kolhapurcell 4800006074

distance 0.188

#8 · Kolhapurcell 4800006231

distance 0.194

#9 · Kolhapurcell 4800006112

distance 0.207

#10 · Kolhapurcell 4800006111

distance 0.216

#11 · Dhulecell 4740003975

distance 0.218 · cross-district

#12 · Kolhapurcell 4800006227

distance 0.222

#13 · Sanglicell 4930001226

distance 0.226 · cross-district

#14 · Sanglicell 4930003694

distance 0.226 · cross-district

#15 · Kolhapurcell 4800002824

distance 0.228

#16 · Kolhapurcell 4800006354

distance 0.231

#17 · Kolhapurcell 4800005993

distance 0.232

#18 · Sanglicell 4930001498

distance 0.232 · 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":4800006099}}}'

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.