Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004934

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004935

distance 0.138

#2 · Kolhapurcell 4800005106

distance 0.178

#3 · Kolhapurcell 4800004503

distance 0.227

#4 · Kolhapurcell 4800005376

distance 0.23

#5 · Kolhapurcell 4800004424

distance 0.27

#6 · Kolhapurcell 4800004601

distance 0.278

#7 · Sanglicell 4930001571

distance 0.291 · cross-district

#8 · Kolhapurcell 4800005843

distance 0.3

#9 · Laturcell 4810003572

distance 0.308 · cross-district

#10 · Kolhapurcell 4800004762

distance 0.309

#11 · Kolhapurcell 4800003944

distance 0.31

#12 · Kolhapurcell 4800004502

distance 0.318

#13 · Laturcell 4810003674

distance 0.323 · cross-district

#14 · Kolhapurcell 4800004681

distance 0.325

#15 · Kolhapurcell 4800004426

distance 0.328

#16 · Kolhapurcell 4800004588

distance 0.329

#17 · Kolhapurcell 4800004849

distance 0.33

#18 · Laturcell 4810003475

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":4800004934}}}'

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.