Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005968

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000949

distance 0.237 · cross-district

#2 · Sanglicell 4930003362

distance 0.259 · cross-district

#3 · Sanglicell 4930003885

distance 0.261 · cross-district

#4 · Sanglicell 4930001385

distance 0.267 · cross-district

#5 · Kolhapurcell 4800005139

distance 0.284

#6 · Sanglicell 4930001240

distance 0.289 · cross-district

#7 · Sanglicell 4930002165

distance 0.292 · cross-district

#8 · Punecell 4900000272

distance 0.294 · cross-district

#9 · Kolhapurcell 4800004366

distance 0.298

#10 · Sanglicell 4930002671

distance 0.307 · cross-district

#11 · Sataracell 4940001069

distance 0.312 · cross-district

#12 · Kolhapurcell 4800005126

distance 0.313

#13 · Amravaticell 4680001836

distance 0.327 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003587

distance 0.328 · cross-district

#15 · Kolhapurcell 4800004116

distance 0.328

#16 · Sataracell 4940000483

distance 0.334 · cross-district

#17 · Kolhapurcell 4800004783

distance 0.339

#18 · Sanglicell 4930002000

distance 0.35 · 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":4800005968}}}'

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.