Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006266

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006249

distance 0.126

#2 · Kolhapurcell 4800006134

distance 0.156

#3 · Sanglicell 4930001653

distance 0.158 · cross-district

#4 · Kolhapurcell 4800006388

distance 0.161

#5 · Sanglicell 4930001499

distance 0.17 · cross-district

#6 · Kolhapurcell 4800006203

distance 0.18

#7 · Kolhapurcell 4800006156

distance 0.199

#8 · Kolhapurcell 4800005947

distance 0.203

#9 · Kolhapurcell 4800005933

distance 0.21

#10 · Kolhapurcell 4800006111

distance 0.211

#11 · Kolhapurcell 4800005948

distance 0.211

#12 · Kolhapurcell 4800006184

distance 0.217

#13 · Kolhapurcell 4800006180

distance 0.221

#14 · Sanglicell 4930001814

distance 0.223 · cross-district

#15 · Sataracell 4940000001

distance 0.23 · cross-district

#16 · Kolhapurcell 4800006204

distance 0.238

#17 · Sataracell 4940000010

distance 0.241 · cross-district

#18 · Kolhapurcell 4800006157

distance 0.241

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":4800006266}}}'

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.