Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004503

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005376

distance 0.213

#2 · Kolhapurcell 4800004934

distance 0.227

#3 · Kolhapurcell 4800005106

distance 0.232

#4 · Kolhapurcell 4800004935

distance 0.232

#5 · Beedcell 4700003288

distance 0.28 · cross-district

#6 · Kolhapurcell 4800004424

distance 0.289

#7 · Kolhapurcell 4800004849

distance 0.291

#8 · Kolhapurcell 4800005844

distance 0.299

#9 · Sanglicell 4930001571

distance 0.3 · cross-district

#10 · Kolhapurcell 4800003944

distance 0.307

#11 · Kolhapurcell 4800004601

distance 0.311

#12 · Kolhapurcell 4800004681

distance 0.317

#13 · Kolhapurcell 4800004765

distance 0.318

#14 · Laturcell 4810003674

distance 0.325 · cross-district

#15 · Sanglicell 4930002368

distance 0.326 · cross-district

#16 · Kolhapurcell 4800005112

distance 0.329

#17 · Kolhapurcell 4800005541

distance 0.331

#18 · Dharashivcell 4880000558

distance 0.331 · 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":4800004503}}}'

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.