Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006322

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006099

distance 0.132

#2 · Kolhapurcell 4800006098

distance 0.154

#3 · Kolhapurcell 4800006044

distance 0.158

#4 · Sanglicell 4930001226

distance 0.162 · cross-district

#5 · Kolhapurcell 4800005997

distance 0.173

#6 · Kolhapurcell 4800005932

distance 0.179

#7 · Kolhapurcell 4800005993

distance 0.18

#8 · Kolhapurcell 4800006072

distance 0.191

#9 · Kolhapurcell 4800006112

distance 0.2

#10 · Kolhapurcell 4800005949

distance 0.201

#11 · Sataracell 4940000011

distance 0.207 · cross-district

#12 · Kolhapurcell 4800006249

distance 0.207

#13 · Kolhapurcell 4800002824

distance 0.217

#14 · Sanglicell 4930001498

distance 0.218 · cross-district

#15 · Kolhapurcell 4800006111

distance 0.223

#16 · Sanglicell 4930001981

distance 0.232 · cross-district

#17 · Sataracell 4940000010

distance 0.245 · cross-district

#18 · Sanglicell 4930003694

distance 0.248 · 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":4800006322}}}'

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.