Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005368

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005098

distance 0.148

#2 · Beedcell 4700003052

distance 0.159 · cross-district

#3 · Sanglicell 4930003918

distance 0.165 · cross-district

#4 · Jalgaoncell 4780000012

distance 0.168 · cross-district

#5 · Beedcell 4700001927

distance 0.176 · cross-district

#6 · Beedcell 4700003435

distance 0.176 · cross-district

#7 · Sanglicell 4930000958

distance 0.183 · cross-district

#8 · Beedcell 4700003431

distance 0.186 · cross-district

#9 · Beedcell 4700003226

distance 0.188 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006280

distance 0.188 · cross-district

#11 · Beedcell 4700003399

distance 0.189 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006185

distance 0.192 · cross-district

#13 · Beedcell 4700002923

distance 0.195 · cross-district

#14 · Beedcell 4700002382

distance 0.196 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690006794

distance 0.196 · cross-district

#16 · Beedcell 4700004637

distance 0.199 · cross-district

#17 · Buldhanacell 4720002675

distance 0.199 · cross-district

#18 · Beedcell 4700001773

distance 0.199 · 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":4800005368}}}'

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.