Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005609

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005527

distance 0.211

#2 · Buldhanacell 4720000171

distance 0.239 · cross-district

#3 · Beedcell 4700001321

distance 0.248 · cross-district

#4 · Kolhapurcell 4800005610

distance 0.248

#5 · Sanglicell 4930000846

distance 0.249 · cross-district

#6 · Kolhapurcell 4800005297

distance 0.253

#7 · Beedcell 4700002903

distance 0.26 · cross-district

#8 · Kolhapurcell 4800005295

distance 0.261

#9 · Beedcell 4700005278

distance 0.262 · cross-district

#10 · Laturcell 4810000159

distance 0.263 · cross-district

#11 · Beedcell 4700001178

distance 0.264 · cross-district

#12 · Buldhanacell 4720000262

distance 0.264 · cross-district

#13 · Beedcell 4700002088

distance 0.268 · cross-district

#14 · Beedcell 4700004745

distance 0.27 · cross-district

#15 · Laturcell 4810005068

distance 0.27 · cross-district

#16 · Beedcell 4700003403

distance 0.27 · cross-district

#17 · Dharashivcell 4880005547

distance 0.274 · cross-district

#18 · Beedcell 4700001925

distance 0.274 · 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":4800005609}}}'

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.