Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006423

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006144

distance 0.152

#2 · Kolhapurcell 4800006119

distance 0.181

#3 · Ratnagiricell 4920002207

distance 0.229 · cross-district

#4 · Kolhapurcell 4800005924

distance 0.249

#5 · Kolhapurcell 4800005925

distance 0.25

#6 · Kolhapurcell 4800006358

distance 0.274

#7 · Kolhapurcell 4800006120

distance 0.283

#8 · Ratnagiricell 4920002432

distance 0.291 · cross-district

#9 · Kolhapurcell 4800006398

distance 0.295

#10 · Kolhapurcell 4800006360

distance 0.296

#11 · Kolhapurcell 4800006411

distance 0.297

#12 · Ratnagiricell 4920002143

distance 0.301 · cross-district

#13 · Ratnagiricell 4920002257

distance 0.306 · cross-district

#14 · Kolhapurcell 4800005922

distance 0.312

#15 · Kolhapurcell 4800006334

distance 0.315

#16 · Ratnagiricell 4920001556

distance 0.317 · cross-district

#17 · Ratnagiricell 4920002262

distance 0.318 · cross-district

#18 · Ratnagiricell 4920002486

distance 0.321 · 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":4800006423}}}'

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.