Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006166

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006029

distance 0.156

#2 · Kolhapurcell 4800006242

distance 0.188

#3 · Kolhapurcell 4800005859

distance 0.209

#4 · Kolhapurcell 4800006030

distance 0.218

#5 · Ratnagiricell 4920002140

distance 0.256 · cross-district

#6 · Kolhapurcell 4800006418

distance 0.26

#7 · Kolhapurcell 4800005160

distance 0.268

#8 · Kolhapurcell 4800006243

distance 0.269

#9 · Kolhapurcell 4800006217

distance 0.277

#10 · Ratnagiricell 4920002322

distance 0.277 · cross-district

#11 · Kolhapurcell 4800006141

distance 0.28

#12 · Kolhapurcell 4800005919

distance 0.281

#13 · Ratnagiricell 4920002688

distance 0.282 · cross-district

#14 · Kolhapurcell 4800006090

distance 0.284

#15 · Ratnagiricell 4920002645

distance 0.284 · cross-district

#16 · Kolhapurcell 4800006408

distance 0.286

#17 · Kolhapurcell 4800006142

distance 0.288

#18 · Ratnagiricell 4920002259

distance 0.29 · 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":4800006166}}}'

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.