Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005779

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005112

distance 0.204

#2 · Kolhapurcell 4800005710

distance 0.248

#3 · Kolhapurcell 4800005544

distance 0.274

#4 · Kolhapurcell 4800005548

distance 0.277

#5 · Jalgaoncell 4780001288

distance 0.278 · cross-district

#6 · Sanglicell 4930000699

distance 0.289 · cross-district

#7 · Beedcell 4700003978

distance 0.298 · cross-district

#8 · Kolhapurcell 4800005628

distance 0.31

#9 · Kolhapurcell 4800005107

distance 0.315

#10 · Kolhapurcell 4800005547

distance 0.319

#11 · Kolhapurcell 4800005111

distance 0.32

#12 · Jalgaoncell 4780001895

distance 0.324 · cross-district

#13 · Sanglicell 4930001389

distance 0.329 · cross-district

#14 · Sanglicell 4930001141

distance 0.331 · cross-district

#15 · Kolhapurcell 4800004938

distance 0.331

#16 · Chhatrapati Sambhajinagarcell 4690002239

distance 0.331 · cross-district

#17 · Ahmednagarcell 4660014504

distance 0.334 · cross-district

#18 · Kolhapurcell 4800005290

distance 0.334

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":4800005779}}}'

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.