Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003047

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003649

distance 0.156

#2 · Kolhapurcell 4800002735

distance 0.204

#3 · Kolhapurcell 4800003658

distance 0.206

#4 · Sataracell 4940004337

distance 0.207 · cross-district

#5 · Sataracell 4940002044

distance 0.238 · cross-district

#6 · Kolhapurcell 4800002917

distance 0.24

#7 · Sataracell 4940001850

distance 0.241 · cross-district

#8 · Kolhapurcell 4800003648

distance 0.241

#9 · Kolhapurcell 4800003523

distance 0.248

#10 · Kolhapurcell 4800005931

distance 0.254

#11 · Beedcell 4700004231

distance 0.257 · cross-district

#12 · Kolhapurcell 4800002826

distance 0.258

#13 · Kolhapurcell 4800002962

distance 0.259

#14 · Kolhapurcell 4800002916

distance 0.26

#15 · Kolhapurcell 4800006229

distance 0.261

#16 · Sataracell 4940000456

distance 0.266 · cross-district

#17 · Beedcell 4700004936

distance 0.266 · cross-district

#18 · Beedcell 4700004938

distance 0.268 · 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":4800003047}}}'

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.