Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003721

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003652

distance 0.137

#2 · Kolhapurcell 4800003778

distance 0.151

#3 · Kolhapurcell 4800003601

distance 0.183

#4 · Kolhapurcell 4800003790

distance 0.191

#5 · Sataracell 4940000878

distance 0.192 · cross-district

#6 · Sataracell 4940001948

distance 0.194 · cross-district

#7 · Kolhapurcell 4800003594

distance 0.197

#8 · Kolhapurcell 4800003521

distance 0.198

#9 · Kolhapurcell 4800002789

distance 0.2

#10 · Kolhapurcell 4800003793

distance 0.206

#11 · Kolhapurcell 4800003789

distance 0.211

#12 · Kolhapurcell 4800003095

distance 0.212

#13 · Kolhapurcell 4800003317

distance 0.212

#14 · Sataracell 4940000044

distance 0.214 · cross-district

#15 · Kolhapurcell 4800003730

distance 0.216

#16 · Kolhapurcell 4800003314

distance 0.217

#17 · Kolhapurcell 4800003656

distance 0.217

#18 · Kolhapurcell 4800003475

distance 0.218

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":4800003721}}}'

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.