Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001100

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001219

distance 0.153

#2 · Kolhapurcell 4800001097

distance 0.196

#3 · Kolhapurcell 4800001098

distance 0.198

#4 · Chhatrapati Sambhajinagarcell 4690004575

distance 0.222 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004295

distance 0.224 · cross-district

#6 · Kolhapurcell 4800001340

distance 0.228

#7 · Chhatrapati Sambhajinagarcell 4690004106

distance 0.228 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004201

distance 0.228 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004745

distance 0.228 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005010

distance 0.229 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004291

distance 0.231 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003921

distance 0.231 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003913

distance 0.233 · cross-district

#14 · Kolhapurcell 4800001220

distance 0.234

#15 · Chhatrapati Sambhajinagarcell 4690004739

distance 0.24 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004293

distance 0.241 · cross-district

#17 · Jalnacell 4790003416

distance 0.243 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004204

distance 0.245 · 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":4800001100}}}'

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.