Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004102

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004183

distance 0.13

#2 · Kolhapurcell 4800004931

distance 0.135

#3 · Kolhapurcell 4800004105

distance 0.138

#4 · Kolhapurcell 4800004026

distance 0.141

#5 · Kolhapurcell 4800004859

distance 0.152

#6 · Kolhapurcell 4800005034

distance 0.156

#7 · Kolhapurcell 4800004344

distance 0.163

#8 · Kolhapurcell 4800004776

distance 0.165

#9 · Kolhapurcell 4800004773

distance 0.169

#10 · Kolhapurcell 4800004100

distance 0.177

#11 · Sanglicell 4930003241

distance 0.18 · cross-district

#12 · Kolhapurcell 4800004346

distance 0.181

#13 · Sanglicell 4930000550

distance 0.181 · cross-district

#14 · Kolhapurcell 4800004689

distance 0.187

#15 · Kolhapurcell 4800004950

distance 0.187

#16 · Kolhapurcell 4800003951

distance 0.189

#17 · Kolhapurcell 4800005032

distance 0.193

#18 · Sanglicell 4930001556

distance 0.194 · 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":4800004102}}}'

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.