Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005613

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003240

distance 0.165 · cross-district

#2 · Kolhapurcell 4800003941

distance 0.172

#3 · Kolhapurcell 4800005841

distance 0.174

#4 · Jalnacell 4790003914

distance 0.176 · cross-district

#5 · Kolhapurcell 4800005762

distance 0.176

#6 · Kolhapurcell 4800004428

distance 0.182

#7 · Kolhapurcell 4800005826

distance 0.184

#8 · Jalnacell 4790003309

distance 0.185 · cross-district

#9 · Sanglicell 4930000170

distance 0.187 · cross-district

#10 · Kolhapurcell 4800004859

distance 0.189

#11 · Kolhapurcell 4800005537

distance 0.19

#12 · Kolhapurcell 4800005455

distance 0.191

#13 · Kolhapurcell 4800004583

distance 0.192

#14 · Sanglicell 4930003588

distance 0.192 · cross-district

#15 · Sanglicell 4930001725

distance 0.193 · cross-district

#16 · Sanglicell 4930003229

distance 0.193 · cross-district

#17 · Kolhapurcell 4800005693

distance 0.194

#18 · Beedcell 4700001767

distance 0.195 · 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":4800005613}}}'

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.