Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003795

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003781

distance 0.172

#2 · Kolhapurcell 4800003657

distance 0.214

#3 · Kolhapurcell 4800003465

distance 0.223

#4 · Kolhapurcell 4800003727

distance 0.223

#5 · Kolhapurcell 4800003042

distance 0.224

#6 · Kolhapurcell 4800003417

distance 0.226

#7 · Kolhapurcell 4800003792

distance 0.237

#8 · Sataracell 4940002615

distance 0.241 · cross-district

#9 · Beedcell 4700005256

distance 0.246 · cross-district

#10 · Kolhapurcell 4800003459

distance 0.254

#11 · Sataracell 4940003287

distance 0.255 · cross-district

#12 · Sataracell 4940004709

distance 0.26 · cross-district

#13 · Sataracell 4940001756

distance 0.261 · cross-district

#14 · Kolhapurcell 4800003806

distance 0.266

#15 · Nashikcell 4870003001

distance 0.268 · cross-district

#16 · Sataracell 4940005079

distance 0.271 · cross-district

#17 · Sataracell 4940005704

distance 0.272 · cross-district

#18 · Sataracell 4940005214

distance 0.274 · 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":4800003795}}}'

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.