Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005725

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

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004552

distance 0.07

#2 · Kolhapurcell 4800005568

distance 0.105

#3 · Kolhapurcell 4800005791

distance 0.188

#4 · Kolhapurcell 4800004812

distance 0.189

#5 · Ratnagiricell 4920001246

distance 0.252 · cross-district

#6 · Kolhapurcell 4800005237

distance 0.252

#7 · Ratnagiricell 4920000757

distance 0.255 · cross-district

#8 · Kolhapurcell 4800005650

distance 0.258

#9 · Kolhapurcell 4800005855

distance 0.262

#10 · Kolhapurcell 4800004983

distance 0.272

#11 · Ratnagiricell 4920001059

distance 0.284 · cross-district

#12 · Kolhapurcell 4800005486

distance 0.285

#13 · Kolhapurcell 4800005857

distance 0.287

#14 · Ratnagiricell 4920001244

distance 0.287 · cross-district

#15 · Kolhapurcell 4800005572

distance 0.29

#16 · Ratnagiricell 4920001471

distance 0.299 · cross-district

#17 · Kolhapurcell 4800004134

distance 0.309

#18 · Kolhapurcell 4800004639

distance 0.309

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":4800005725}}}'

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.