Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001109

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001167

distance 0.143

#2 · Kolhapurcell 4800001104

distance 0.179

#3 · Sindhudurgcell 4950001501

distance 0.192 · cross-district

#4 · Sindhudurgcell 4950001225

distance 0.215 · cross-district

#5 · Sindhudurgcell 4950001106

distance 0.261 · cross-district

#6 · Kolhapurcell 4800000941

distance 0.267

#7 · Kolhapurcell 4800000909

distance 0.27

#8 · Kolhapurcell 4800001058

distance 0.321

#9 · Kolhapurcell 4800000942

distance 0.33

#10 · Kolhapurcell 4800001166

distance 0.35

#11 · Sindhudurgcell 4950000907

distance 0.352 · cross-district

#12 · Kolhapurcell 4800001055

distance 0.362

#13 · Sindhudurgcell 4950001168

distance 0.366 · cross-district

#14 · Sindhudurgcell 4950000955

distance 0.371 · cross-district

#15 · Sindhudurgcell 4950001162

distance 0.382 · cross-district

#16 · Kolhapurcell 4800000521

distance 0.385

#17 · Kolhapurcell 4800001059

distance 0.392

#18 · Sindhudurgcell 4950001055

distance 0.394 · 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":4800001109}}}'

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.