Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000032

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000126

distance 0.189

#2 · Sindhudurgcell 4950000442

distance 0.22 · cross-district

#3 · Sindhudurgcell 4950000202

distance 0.221 · cross-district

#4 · Sindhudurgcell 4950000244

distance 0.233 · cross-district

#5 · Sindhudurgcell 4950000492

distance 0.247 · cross-district

#6 · Sindhudurgcell 4950000296

distance 0.249 · cross-district

#7 · Sindhudurgcell 4950000393

distance 0.253 · cross-district

#8 · Kolhapurcell 4800000051

distance 0.265

#9 · Kolhapurcell 4800000152

distance 0.267

#10 · Kolhapurcell 4800000122

distance 0.268

#11 · Sindhudurgcell 4950000389

distance 0.268 · cross-district

#12 · Kolhapurcell 4800000060

distance 0.269

#13 · Sindhudurgcell 4950000638

distance 0.27 · cross-district

#14 · Sindhudurgcell 4950000494

distance 0.271 · cross-district

#15 · Sindhudurgcell 4950000345

distance 0.273 · cross-district

#16 · Sindhudurgcell 4950000444

distance 0.275 · cross-district

#17 · Kolhapurcell 4800000061

distance 0.278

#18 · Sindhudurgcell 4950000291

distance 0.279 · 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":4800000032}}}'

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.