Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005486

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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004812

distance 0.215

#2 · Kolhapurcell 4800005568

distance 0.227

#3 · Kolhapurcell 4800005857

distance 0.275

#4 · Kolhapurcell 4800005650

distance 0.281

#5 · Kolhapurcell 4800005725

distance 0.285

#6 · Kolhapurcell 4800003901

distance 0.293

#7 · Kolhapurcell 4800005237

distance 0.294

#8 · Kolhapurcell 4800004552

distance 0.312

#9 · Kolhapurcell 4800005571

distance 0.313

#10 · Ratnagiricell 4920001749

distance 0.313 · cross-district

#11 · Kolhapurcell 4800003065

distance 0.324

#12 · Ratnagiricell 4920000757

distance 0.331 · cross-district

#13 · Kolhapurcell 4800006140

distance 0.332

#14 · Kolhapurcell 4800005855

distance 0.335

#15 · Kolhapurcell 4800006304

distance 0.337

#16 · Kolhapurcell 4800005151

distance 0.341

#17 · Ratnagiricell 4920000655

distance 0.343 · cross-district

#18 · Kolhapurcell 4800005918

distance 0.346

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":4800005486}}}'

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.