Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000147

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

0.9

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 · Kolhapurcell 4800000183

distance 0.165

#2 · Sindhudurgcell 4950000680

distance 0.248 · cross-district

#3 · Sindhudurgcell 4950000315

distance 0.272 · cross-district

#4 · Kolhapurcell 4800000149

distance 0.28

#5 · Sindhudurgcell 4950000222

distance 0.281 · cross-district

#6 · Sindhudurgcell 4950000663

distance 0.285 · cross-district

#7 · Sindhudurgcell 4950000225

distance 0.286 · cross-district

#8 · Sindhudurgcell 4950000184

distance 0.287 · cross-district

#9 · Sindhudurgcell 4950000104

distance 0.289 · cross-district

#10 · Kolhapurcell 4800000187

distance 0.293

#11 · Raigadcell 4910003270

distance 0.297 · cross-district

#12 · Sindhudurgcell 4950000540

distance 0.298 · cross-district

#13 · Raigadcell 4910003269

distance 0.302 · cross-district

#14 · Sindhudurgcell 4950000433

distance 0.303 · cross-district

#15 · Raigadcell 4910002392

distance 0.306 · cross-district

#16 · Sindhudurgcell 4950000188

distance 0.308 · cross-district

#17 · Sindhudurgcell 4950000062

distance 0.31 · cross-district

#18 · Raigadcell 4910003052

distance 0.313 · 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":4800000147}}}'

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.