Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001222

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001220

distance 0.236

#2 · Kolhapurcell 4800001097

distance 0.253

#3 · Chhatrapati Sambhajinagarcell 4690007132

distance 0.257 · cross-district

#4 · Jalnacell 4790003328

distance 0.26 · cross-district

#5 · Kolhapurcell 4800001223

distance 0.262

#6 · Jalnacell 4790002575

distance 0.27 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690008239

distance 0.272 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008026

distance 0.279 · cross-district

#9 · Kolhapurcell 4800001159

distance 0.281

#10 · Kolhapurcell 4800001156

distance 0.281

#11 · Parbhanicell 4890005209

distance 0.282 · cross-district

#12 · Kolhapurcell 4800001219

distance 0.283

#13 · Parbhanicell 4890005328

distance 0.286 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690008237

distance 0.289 · cross-district

#15 · Kolhapurcell 4800001100

distance 0.29

#16 · Jalnacell 4790003331

distance 0.291 · cross-district

#17 · Parbhanicell 4890005127

distance 0.296 · cross-district

#18 · Parbhanicell 4890004890

distance 0.296 · 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":4800001222}}}'

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.