Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004799

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004367

distance 0.133

#2 · Kolhapurcell 4800005482

distance 0.134

#3 · Kolhapurcell 4800003897

distance 0.162

#4 · Kolhapurcell 4800004045

distance 0.169

#5 · Kolhapurcell 4800003963

distance 0.17

#6 · Kolhapurcell 4800005481

distance 0.17

#7 · Kolhapurcell 4800004049

distance 0.172

#8 · Kolhapurcell 4800004794

distance 0.184

#9 · Sanglicell 4930006532

distance 0.185 · cross-district

#10 · Kolhapurcell 4800005564

distance 0.187

#11 · Sanglicell 4930006115

distance 0.187 · cross-district

#12 · Kolhapurcell 4800005554

distance 0.19

#13 · Sanglicell 4930006396

distance 0.19 · cross-district

#14 · Punecell 4900000907

distance 0.19 · cross-district

#15 · Kolhapurcell 4800004890

distance 0.191

#16 · Sanglicell 4930006463

distance 0.193 · cross-district

#17 · Sanglicell 4930005182

distance 0.195 · cross-district

#18 · Kolhapurcell 4800004286

distance 0.195

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":4800004799}}}'

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.