Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004239

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004494

distance 0.098

#2 · Kolhapurcell 4800004994

distance 0.131

#3 · Kolhapurcell 4800004992

distance 0.135

#4 · Kolhapurcell 4800004238

distance 0.143

#5 · Kolhapurcell 4800005002

distance 0.148

#6 · Kolhapurcell 4800004919

distance 0.155

#7 · Kolhapurcell 4800004404

distance 0.162

#8 · Kolhapurcell 4800004405

distance 0.17

#9 · Kolhapurcell 4800004406

distance 0.174

#10 · Kolhapurcell 4800004489

distance 0.175

#11 · Kolhapurcell 4800004998

distance 0.179

#12 · Kolhapurcell 4800004911

distance 0.182

#13 · Kolhapurcell 4800004914

distance 0.188

#14 · Kolhapurcell 4800005183

distance 0.189

#15 · Kolhapurcell 4800004920

distance 0.189

#16 · Kolhapurcell 4800004156

distance 0.19

#17 · Kolhapurcell 4800005816

distance 0.2

#18 · Kolhapurcell 4800004158

distance 0.2

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":4800004239}}}'

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.