Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000040

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000156

distance 0.105

#2 · Kolhapurcell 4800000043

distance 0.163

#3 · Sindhudurgcell 4950000591

distance 0.166 · cross-district

#4 · Kolhapurcell 4800000155

distance 0.198

#5 · Kolhapurcell 4800000163

distance 0.216

#6 · Kolhapurcell 4800000042

distance 0.22

#7 · Kolhapurcell 4800000122

distance 0.244

#8 · Sindhudurgcell 4950000343

distance 0.247 · cross-district

#9 · Sindhudurgcell 4950000492

distance 0.25 · cross-district

#10 · Sindhudurgcell 4950000345

distance 0.254 · cross-district

#11 · Sindhudurgcell 4950000201

distance 0.255 · cross-district

#12 · Kolhapurcell 4800000153

distance 0.255

#13 · Kolhapurcell 4800000041

distance 0.258

#14 · Sindhudurgcell 4950000290

distance 0.27 · cross-district

#15 · Sindhudurgcell 4950000293

distance 0.271 · cross-district

#16 · Kolhapurcell 4800000154

distance 0.272

#17 · Sindhudurgcell 4950000635

distance 0.273 · cross-district

#18 · Sindhudurgcell 4950000294

distance 0.277 · 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":4800000040}}}'

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.